Links

Alongwith its Literature Mentions

---

https://github.com/nikitakit/self-attentive-parser
Constituency Parsing with a Self-Attentive Encoder
Cross-Domain Generalization of Neural Constituency Parsers
Unsupervised Recurrent Neural Network Grammars
Multilingual Constituency Parsing with Self-Attention and Pre-Training

https://github.com/bwallace/
Humans Require Context to Infer Ironic Intent (so Computers Probably do, too)

https://github.com/google-research/bert
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension
ERNIE: Enhanced Language Representation with Informative Entities
Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension
Filtering Pseudo-References by Paraphrasing for Automatic Evaluation of Machine Translation
DS at SemEval-2019 Task 9: From Suggestion Mining with neural networks to adversarial cross-domain classification
Opinion Mining with Deep Contextualized Embeddings
Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task
NCUEE at MEDIQA 2019: Medical Text Inference Using Ensemble BERT-BiLSTM-Attention Model
m_y at SemEval-2019 Task 9: Exploring BERT for Suggestion Mining
NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers
End-to-End Open-Domain Question Answering with BERTserini
ZQM at SemEval-2019 Task9: A Single Layer CNN Based on Pre-trained Model for Suggestion Mining
NL-FIIT at SemEval-2019 Task 9: Neural Model Ensemble for Suggestion Mining
MIDAS@SMM4H-2019: Identifying Adverse Drug Reactions and Personal Health Experience Mentions from Twitter
HITSZ-ICRC: A Report for SMM4H Shared Task 2019-Automatic Classification and Extraction of Adverse Effect Mentions in Tweets
Text Classification with Few Examples using Controlled Generalization
How Multilingual is Multilingual BERT?
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification
UM-IU@LING at SemEval-2019 Task 6: Identifying Offensive Tweets Using BERT and SVMs
AUTOHOME-ORCA at SemEval-2019 Task 8: Application of BERT for Fact-Checking in Community Forums
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge
PAWS: Paraphrase Adversaries from Word Scrambling
An Analysis of Deep Contextual Word Embeddings and Neural Architectures for Toponym Mention Detection in Scientific Publications
QE BERT: Bilingual BERT Using Multi-task Learning for Neural Quality Estimation
Publicly Available Clinical BERT Embeddings

https://github.com/ChenRocks/fast_abs_rl
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting

https://github.com/smartschat/cort
Word Embeddings as Features for Supervised Coreference Resolution
Revisiting Selectional Preferences for Coreference Resolution
Dynamic Entity Representations in Neural Language Models

https://github.com/clab/rnng/tree/
What Do Recurrent Neural Network Grammars Learn About Syntax?

https://github.com/texttechnologylab/UIMADatabaseInterface
A UIMA Database Interface for Managing NLP-related Text Annotations

https://github.com/SUTDNLP/LibN3L
Neural Word Segmentation with Rich Pretraining

https://github.com/proycon/clam/
TICCLops: Text-Induced Corpus Clean-up as online processing system

https://github.com/tnq177/improving_lexical_
Improving Lexical Choice in Neural Machine Translation

https://github.com/CoFiF/Corpus
CoFiF: A Corpus of Financial Reports in French Language

https://github.com/allenai/allennlp
Towards Semi-Supervised Learning for Deep Semantic Role Labeling
AllenNLP: A Deep Semantic Natural Language Processing Platform
SEx BiST: A Multi-Source Trainable Parser with Deep Contextualized Lexical Representations
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction
Multi-grained Attention with Object-level Grounding for Visual Question Answering
Is It Dish Washer Safe? Automatically Answering “Yes/No” Questions Using Customer Reviews

https://stanfordnlp.github
Decoupling Strategy and Generation in Negotiation Dialogues
CoQA: A Conversational Question Answering Challenge

http://vcg.github.io/upset/?dataset=12&duration=1000&orderBy=subsetSize&grouping=undefined&selection=
Resource Interoperability for Sustainable Benchmarking: The Case of Events

https://github.com/ivendrov/order-embedding
Representations of language in a model of visually grounded speech signal
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment
Image Pivoting for Learning Multilingual Multimodal Representations

https://github.com/rsennrich/subword-nmt/
The JHU Machine Translation Systems for WMT 2018

https://github.com/jhlau/topic_interpretability
Re-Ranking Words to Improve Interpretability of Automatically Generated Topics

https://github.com/kevincrawfordknight/
SemEval-2016 Task 8: Meaning Representation Parsing

https://github.com/cocoxu/Shakespeare
Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer

https://github.com/Embedding/Chinese-Word-Vectors
Analogical Reasoning on Chinese Morphological and Semantic Relations

http://vukbatanovic.github.io/SCStemmers/
Reliable Baselines for Sentiment Analysis in Resource-Limited Languages: The Serbian Movie Review Dataset

https://github.com/HLTCHKUST/fact-checking
Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging

https://github.com/Franck-Dernoncourt/sentence-highlighting
A Web-based Framework for Collecting and Assessing Highlighted Sentences in a Document

https://github.com/YichenGong/
When data permutations are pathological: the case of neural natural language inference

https://github.com/bwbaugh/wikipedia-extractor
Document retrieval and question answering in medical documents. A large-scale corpus challenge.

https://github.com/keras-team/
UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing

http://github.com/longdt219/
A Neural Network Model for Low-Resource Universal Dependency Parsing

https://github.com/harvardnlp/
Combining CNNs and Pattern Matching for Question Interpretation in a Virtual Patient Dialogue System
The Annotated Transformer
Challenges in Data-to-Document Generation
Reducing Odd Generation from Neural Headline Generation
Exploring Author Context for Detecting Intended vs Perceived Sarcasm

https://github.com/KingOfThePirate/Wikiref
WikiRef: Wikilinks as a route to recommending appropriate references for scientific Wikipedia pages

https://github.com/lancopku/pkuseg-python
Kingsoft’s Neural Machine Translation System for WMT19

https://github.com/adobe/NLP-Cube/tree/dev.gbd-ner
GBD-NER at PARSEME Shared Task 2018: Multi-Word Expression Detection Using Bidirectional Long-Short-Term Memory Networks and Graph-Based Decoding
NLP-Cube: End-to-End Raw Text Processing With Neural Networks

https://github.com/nltk/nltk_contrib/
Relation Extraction with Temporal Reasoning Based on Memory Augmented Distant Supervision

https://github.com/ajstarna/SemaPhoR
Identifying Cognate Sets Across Dictionaries of Related Languages

https://github.com/elastic/stream2es
Demonstrating Ambient Search: Implicit Document Retrieval for Speech Streams
Ambient Search: A Document Retrieval System for Speech Streams

https://github.com/thunlp/THULAC
Projection of Argumentative Corpora from Source to Target Languages

https://github.com/DuyguA/DEMorphy
An Automatic Error Tagger for German

https://github.com/abetusk/
Visual Error Analysis for Entity Linking

https://github.com/ceramisch/minimantics
mwetoolkit+sem: Integrating Word Embeddings in the mwetoolkit for Semantic MWE Processing

http://github.com/microth/mateplus
Context-aware Frame-Semantic Role Labeling

https://stanfordnlp.github.io/CoreNLP
Towards a Standardized Dataset for Noun Compound Interpretation
Coreference and Coherence in Neural Machine Translation: A Study Using Oracle Experiments
Complex Word Identification: Convolutional Neural Network vs. Feature Engineering
Identification of Character Adjectives from Mahabharata
Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model

https://github.com/RaRe-Technologies/
Food-Related Sentiment Analysis for Cantonese

https://github.com/aalto-speech/morfessor
A Comparative Study of Minimally Supervised Morphological Segmentation
Automatic Morpheme Segmentation and Labeling in Universal Dependencies Resources
Morfessor FlatCat: An HMM-Based Method for Unsupervised and Semi-Supervised Learning of Morphology

https://github.com/areejokaili/topic_reranking
Re-Ranking Words to Improve Interpretability of Automatically Generated Topics

https://github.com/racerandom/temporalorder
Inducing Temporal Relations from Time Anchor Annotation

https://github.com/kaushalshetty/
Ranking-Based Autoencoder for Extreme Multi-label Classification

https://github.com/knmnyn/ParsCit/tree/
PDFdigest: an Adaptable Layout-Aware PDF-to-XML Textual Content Extractor for Scientific Articles

https://github.com/shabnamt/
Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning

https://github.com/jhclark/tercom
Findings of the WMT 2018 Shared Task on Quality Estimation

https://github.com/nguyenkh/AntSynDistinction
Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network

https://github.com/hao-cheng/dynamic_
A Dynamic Speaker Model for Conversational Interactions

https://sigmorphon.github.io/sharedtasks/2018/
BME-HAS System for CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection

https://github.com/marian-nmt/
Microsoft’s Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data
Marian: Fast Neural Machine Translation in C++
The University of Edinburgh’s Submissions to the WMT18 News Translation Task
The AFRL-Ohio State WMT18 Multimodal System: Combining Visual with Traditional
eTranslation’s Submissions to the WMT 2019 News Translation Task
The Universitat d’Alacant Submissions to the English-to-Kazakh News Translation Task at WMT 2019
Johns Hopkins University Submission for WMT News Translation Task

https://github.com/boudinfl/taln-archives
Automatic Analysis of Scientific and Literary Texts. Presentation and Results of the DEFT2014 Text Mining Challenge (Analyse automatique de textes littéraires et scientifiques : présentation et résultats du défi fouille de texte DEFT2014) [in French]

https://github.com/thunlp/OpenQA
Open-Domain Why-Question Answering with Adversarial Learning to Encode Answer Texts

https://github.com/nyu-mll/spinn/tree/
Do latent tree learning models identify meaningful structure in sentences?

https://github.com/fh295/DefGen2
On the Importance of Distinguishing Word Meaning Representations: A Case Study on Reverse Dictionary Mapping

https://github.com/hllorens/TimeML-validator
SemEval-2013 Task 1: TempEval-3: Evaluating Time Expressions, Events, and Temporal Relations

https://github.com/ShaoqingRen/faster
iParaphrasing: Extracting Visually Grounded Paraphrases via an Image

https://github.com/Wluper/edm
Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks

https://github.com/bigoooh/ili
Character Level Convolutional Neural Network for Indo-Aryan Language Identification

https://github.com/erikavaris/
CLEARumor at SemEval-2019 Task 7: ConvoLving ELMo Against Rumors

http://github.com/allenai/vampire
Variational Pretraining for Semi-supervised Text Classification

https://github.com/qe-team/marmot/
MARMOT: A Toolkit for Translation Quality Estimation at the Word Level

https://github.com/ahmetaa/zemberek-nlp
Named Entity Recognition on Twitter for Turkish using Semi-supervised Learning with Word Embeddings

https://github.com/apertium/apertium-kmr-eng
IBM Research at the CoNLL 2018 Shared Task on Multilingual Parsing

https://github.com/ricsinaruto/
Improving Neural Conversational Models with Entropy-Based Data Filtering

https://github.com/leondz/twokenize
Stance Detection with Bidirectional Conditional Encoding
USFD at SemEval-2016 Task 6: Any-Target Stance Detection on Twitter with Autoencoders

https://github.com/karpathy/neuraltalk2
Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning

https://github.com/bitextor
Collecting domain specific data for MT: an evaluation of the ParaCrawlpipeline

https://github.com/dhfbk/
The Content Types Dataset: a New Resource to Explore Semantic and Functional Characteristics of Texts

https://github.com/ufal/treex.git(27/08/2015
Deep-syntax TectoMT for English-Spanish MT
Adding syntactic structure to bilingual terminology for improved domain adaptation

https://github.com/DmitryUlyanov/
Adversarial Decomposition of Text Representation

https://github.com/xuczhang/
Mitigating Uncertainty in Document Classification

https://github.com/google/meta_tagger
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models

https://networkx.github.io
Centre Stage: How Social Network Position Shapes Linguistic Coordination
Watset: Automatic Induction of Synsets from a Graph of Synonyms
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models

https://www.github.com/festvox/datasets/CMU
A Dataset for Document Grounded Conversations

https://github.com/uhh-lt/lefex
Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl

https://github.com/chialun-yeh/
Tom Jumbo-Grumbo at SemEval-2019 Task 4: Hyperpartisan News Detection with GloVe vectors and SVM

https://github.com/hohoCode
UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement

https://github.com/huggingface/torchMoji
Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations

https://github.com/boudinfl/lina-msc
A New Annotated Portuguese/Spanish Corpus for the Multi-Sentence Compression Task
Keyphrase Extraction for N-best Reranking in Multi-Sentence Compression

https://github.com/facebookarchive/NAMAS/blob/master/dataset/filter.py
Structure-Infused Copy Mechanisms for Abstractive Summarization

https://github.com/OpenAxon/constrained-nn
Class Disjointness Constraints as Specific Objective Functions in Neural Network Classifiers

https://github.com/udapi/
Parameter sharing between dependency parsers for related languages
Parser Training with Heterogeneous Treebanks

https://cdli-gh.github.io/mtaac
Towards a Linked Open Data Edition of Sumerian Corpora
Machine Translation and Automated Analysis of the Sumerian Language

https://github.com/antske/
SPINOZA_VU: An NLP Pipeline for Cross Document TimeLines
BiographyNet: Methodological Issues when NLP supports historical research

https://github.com/dlt-rilmta/quntoken/
E-magyar – A Digital Language Processing System

https://github.com/ajbc/capsule-viz;
Detecting and Characterizing Events

https://github.com/Adaxry/GCDT
GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling

https://github.com/talnsoftware/
Visualizing Deep-Syntactic Parser Output

https://github.com/kdarwish/WikiPairs
Arabic Retrieval Revisited: Morphological Hole Filling

https://github.com/timtadh/zhang-shasha
Does String-Based Neural MT Learn Source Syntax?
Generating Sentences from Disentangled Syntactic and Semantic Spaces

https://github.com/alvations/USAAR-SemEval-2015
USAAR-SHEFFIELD: Semantic Textual Similarity with Deep Regression and Machine Translation Evaluation Metrics

https://github.com/fishel/TerrorCat
Ranking Translations using Error Analysis and Quality Estimation

https://github.com/yohanjo/
Modeling Dialogue Acts with Content Word Filtering and Speaker Preferences

https://github.com/grantdelozier/TopoCluster
Creating a Novel Geolocation Corpus from Historical Texts

https://github.com/nijianmo/textExpansion
Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations

https://github.com/jhcross/span-parser
Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles
Multi-Grained Chinese Word Segmentation

https://github.com/Helsinki-NLP/
Multilingual NMT with a Language-Independent Attention Bridge

https://github.com/dlwh/epic
new/s/leak – Information Extraction and Visualization for Investigative Data Journalists

https://github.com/amulyahwr/
To Attend or not to Attend: A Case Study on Syntactic Structures for Semantic Relatedness

https://github.com/pdonald/iems
Proceedings of the 19th Annual Conference of the EAMT: Projects/Products

https://github.com/nknsh0000/
Answerable or Not: Devising a Dataset for Extending Machine Reading Comprehension

https://github.com/paulafortuna/Port
A Hierarchically-Labeled Portuguese Hate Speech Dataset

https://github.com/didzis/tensorflowAMR
Character-Level Neural Translation for Multilingual Media Monitoring in the SUMMA Project
RIGA at SemEval-2016 Task 8: Impact of Smatch Extensions and Character-Level Neural Translation on AMR Parsing Accuracy
The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural Semantic Parsing

https://github.com/kathaa/hindi-panjabi-modules
Kathaa : NLP Systems as Edge-Labeled Directed Acyclic MultiGraphs

https://github.com/fdalvi/
Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation

https://github.com/prosodylab/
Endangered Language Documentation: Bootstrapping a Chatino Speech Corpus, Forced Aligner, ASR

https://github.com/lephong/
Improving Entity Linking by Modeling Latent Relations between Mentions

https://jqk09a.github.io/
Unsupervised Learning of Style-sensitive Word Vectors

https://github.com/aosaimy/qac.conllu
Web-based Annotation Tool for Inflectional Language Resources

https://github.com/jflanigan/JAMR
Towards Turkish Abstract Meaning Representation

https://github.com/makrai/efnilex-vect
Filtering Wiktionary Triangles by Linear Mbetween Distributed Word Models

https://github.com/ucfnlp/multidoc
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization

https://github.com/ginta-re/Varseta
Language-independent exploration of repetition and variation in longitudinal child-directed speech: A tool and resources

https://github.com/t-tagami/Suspicious-News-Detection
Suspicious News Detection Using Micro Blog Text

http://github.com/rwth-i6/ExtendedEditDistance
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/zihangdai/ERAC-VAML
From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction

https://github.com/ssharoff/cognates
Language adaptation experiments via cross-lingual embeddings for related languages

http://github.com/proycon/
SemEval 2014 Task 5 - L2 Writing Assistant

https://github.com/graehl/carmel
Decoding with Finite-State Transducers on GPUs

https://github.com/alvations/Endrocentricity
USAAR at SemEval-2016 Task 13: Hyponym Endocentricity

https://github.com/wikipedia2vec/wikipedia2vec
Representation Learning of Entities and Documents from Knowledge Base Descriptions

http://github.com/rsennrich/nematus
Neural Post-Editing Based on Quality Estimation

https://github.com/mkhodak/pawn
Automated WordNet Construction Using Word Embeddings

https://github.com/tdozat/Parser
Universal Dependencies Parsing for Colloquial Singaporean English

https://github.com/ZhenYangIACAS/unsupervised-NMT
Unsupervised Neural Machine Translation with Weight Sharing

https://github.com/aisophie/HWS
A Generalized Framework for Hierarchical Word Sequence Language Model
An Improved Hierarchical Word Sequence Language Model Using Directional Information

https://github.com/pytorch/
Scaling Neural Machine Translation
Beyond BLEU:Training Neural Machine Translation with Semantic Similarity

https://github.com/tensorflow/tensorflow
Generating Informative Responses with Controlled Sentence Function
CMMC-BDRC Solution to the NLP-TEA-2018 Chinese Grammatical Error Diagnosis Task
BUCC 2017 Shared Task: a First Attempt Toward a Deep Learning Framework for Identifying Parallel Sentences in Comparable Corpora

https://github.com/CogComp/cogcomp-nlpy
CogCompNLP: Your Swiss Army Knife for NLP

https://github.com/falcondai/pyrouge
Improving Abstractive Document Summarization with Salient Information Modeling

https://www.github.com/yago-naga/aida
AIDArabic A Named-Entity Disambiguation Framework for Arabic Text

https://github.com/HeidelTime/heideltime/wiki/Evaluation-Results
A Baseline Temporal Tagger for all Languages

https://github.com/macarthur-lab/
A Silver Standard Corpus of Human Phenotype-Gene Relations

https://github.com/xiaohuiyan/BTM
Topic Extraction from Microblog Posts Using Conversation Structures
A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings
A Joint Model of Conversational Discourse Latent Topics on Microblogs
Topic-Aware Neural Keyphrase Generation for Social Media Language

https://rdflib.github.io/sparqlwrapper/
Towards the Representation of Hashtags in Linguistic Linked Open Data Format
Processing and Normalizing Hashtags

https://stonybrooknlp.github.io/PoMo/
PoMo: Generating Entity-Specific Post-Modifiers in Context

https://github.com/aemami1/KnowRef
The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution

https://github.com/ehasler/tensorflow
A Comparison of Neural Models for Word Ordering
Why not be Versatile? Applications of the SGNMT Decoder for Machine Translation
SGNMT – A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies

https://github.com/s2m
Distributional semantics from text and images

https://github.com/ruotianluo/self-critical.pytorch
Improving Reinforcement Learning Based Image Captioning with Natural Language Prior

https://github.com/nchambers/caevo
Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource
This before That: Causal Precedence in the Biomedical Domain

https://github.com/Smerity/keras_
Generating Natural Language Adversarial Examples

https://github.com/karins/CoherenceFramework
Cohere: A Toolkit for Local Coherence
A Neural Local Coherence Model

https://github.com/acoli-repo/unimorph
Universal Morphologies for the Caucasus region

https://github.com/LUMII-AILab/Tezaurs
Tēzaurs.lv: the Largest Open Lexical Database for Latvian

https://github.com/guillaumegenthial/sequence
TencentFmRD Neural Machine Translation for WMT18
AIG Investments.AI at the FinSBD Task: Sentence Boundary Detection through Sequence Labelling and BERT Fine-tuning

https://github.com/smartschat/
Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary Detection

https://github.com/m2ci-msp/eyetracking-data
A Multimodal Corpus of Expert Gaze and Behavior during Phonetic Segmentation Tasks

https://github.com/ufal/neuralmonkey/
Results of the WMT17 Neural MT Training Task

https://github.com/nickdavidhaynes/
Measuring text readability with machine comprehension: a pilot study

https://github.com/gouwsmeister/bilbowa
Multi-Modal Representations for Improved Bilingual Lexicon Learning
On the Role of Seed Lexicons in Learning Bilingual Word Embeddings
BUCC 2017 Shared Task: a First Attempt Toward a Deep Learning Framework for Identifying Parallel Sentences in Comparable Corpora

https://github.com/jbjorne/TEES/wiki
The Genia Event Extraction Shared Task, 2013 Edition - Overview

https://github.com/cjkvi/cjkvi-ids
Sub-character Neural Language Modelling in Japanese

https://github.com/swiseman/
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors

http://github.com/BVLC/caffe/releases
A Shared Task on Multimodal Machine Translation and Crosslingual Image Description

https://github.com/uclmr/jack
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language

https://github.com/ustctf/
Distilling Translations with Visual Awareness

https://github.com/maxpumperla/
An Investigation of Deep Learning Systems for Suicide Risk Assessment

http://github.com/zeerakw/hatespeech
Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on Twitter
Are You a Racist or Am I Seeing Things? Annotator Influence on Hate Speech Detection on Twitter
Using Convolutional Neural Networks to Classify Hate-Speech

https://github.com/pushkarmishra/AuthorProfilingAbuseDetection
Author Profiling for Abuse Detection

https://github.com/aetting/compeval-generation-system
Assessing Composition in Sentence Vector Representations

https://github.com/bzhangXMU/transformer-aan
Accelerating Neural Transformer via an Average Attention Network

https://github.com/dbpedia/extraction-
DBpedia Abstracts: A Large-Scale, Open, Multilingual NLP Training Corpus

https://github.com/yikangshen/
Unsupervised Recurrent Neural Network Grammars
Visually Grounded Neural Syntax Acquisition

https://github.com/nmrksic/counter-fitting
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment

https://github.com/bitextor/bicleaner
Prompsit’s submission to WMT 2018 Parallel Corpus Filtering shared task
Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings
Collecting domain specific data for MT: an evaluation of the ParaCrawlpipeline
ParaCrawl: Web-scale parallel corpora for the languages of the EU
Developing a Neural Machine Translation system for Irish

https://github.com/google-research/bert#fine-tuning-
An Empirical Study on Pre-trained Embeddings and Language Models for Bot Detection

https://github.com/notani/
Toward Comprehensive Understanding of a Sentiment Based on Human Motives

https://github.com/ansjsun/ansj
Developing a Sina Weibo Incident Monitor for Disasters

https://github.com/jinsamdol/precursor-induced_CRF
Connecting Distant Entities with Induction through Conditional Random Fields for Named Entity Recognition: Precursor-Induced CRF

https://github.com/kedz/nnsum/
evision PDF of 'Content Selection in Deep Learning Models of Summarization

http://github.com/poethan/LEPOR
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/Devadath/
A Sandhi Splitter for Malayalam
Significance of an Accurate Sandhi-Splitter in Shallow Parsing of Dravidian Languages

https://github.com/dhruvramani/
Ranking-Based Autoencoder for Extreme Multi-label Classification

https://github.com/alexander-rakhlin/
DOC: Deep Open Classification of Text Documents

https://github.com/anetschka/
Automatic Annotation of Semantic Term Types in the Complete ACL Anthology Reference Corpus

https://github.com/jwieting/acl2017
Evaluation of Unsupervised Compositional Representations

https://github.com/rezkaaufar/fast-and-flexible
The Fast and the Flexible: Training Neural Networks to Learn to Follow Instructions from Small Data

http://github.com/fchollet/keras
HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate Semantic Textual Similarity

https://github.com/kathaa/
Kathaa: A Visual Programming Framework for NLP Applications

https://github.com/samiroid/CUE-CNN
Modelling Context with User Embeddings for Sarcasm Detection in Social Media

https://github.com/Vooban/
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors

http://github.com/taolei87/RBGParser
Parsing Paraphrases with Joint Inference

https://github.com/GarrettNicolai/DTL
Combining Neural and Non-Neural Methods for Low-Resource Morphological Reinflection
If you can’t beat them, join them: the University of Alberta system description

http://github.com/xiaoling/figer
Design Challenges for Entity Linking

https://github.com/zseder/hundict
Building basic vocabulary across 40 languages

https://github.com/ling0322/webdict
Leveraging Rich Linguistic Features for Cross-domain Chinese Segmentation

https://github.com/facebookresearch/fastText/blob/master/
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts
Comparing Pretrained Multilingual Word Embeddings on an Ontology Alignment Task
IIIT-H at IJCNLP-2017 Task 4: Customer Feedback Analysis using Machine Learning and Neural Network Approaches

https://github.com/SnippyHolloW/contextual_word_segmentation
Unsupervised Word Segmentation in Context

https://github.com/stopwords-iso
Measuring Immediate Adaptation Performance for Neural Machine Translation

https://github.com/choroba/inquiry/
Automatic Identification of Learners’ Language Background Based on Their Writing in Czech

https://github.com/hellrich/coling2016
Bad Company—Neighborhoods in Neural Embedding Spaces Considered Harmful

http://github.com/code4ai/data
Unsupervised Rewriter for Multi-Sentence Compression

https://github.com/ytsvetko/adjective
Augmenting English Adjective Senses with Supersenses

https://github.com/aylai/GCDC-corpus
Discourse Coherence in the Wild: A Dataset, Evaluation and Methods
Multi-Task Learning for Coherence Modeling

https://github.com/pedrada88/
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis

http://vukbatanovic.github.io/STSAnno/
Fine-grained Semantic Textual Similarity for Serbian

https://github.com/wilburOne/ZeroShotEvent
Zero-Shot Transfer Learning for Event Extraction

https://github.com/THUDM/CogQA
Cognitive Graph for Multi-Hop Reading Comprehension at Scale

https://github.com/uhh-lt/poincare
On the Compositionality Prediction of Noun Phrases using Poincaré Embeddings

https://github.com/mjhosseini/entGraph
Duality of Link Prediction and Entailment Graph Induction

https://github.com/beckdaniel/
Modelling Representation Noise in Emotion Analysis using Gaussian Processes
Learning Kernels over Strings using Gaussian Processes

https://github.com/ye-kyawthu/sylbreak
Neural Machine Translation between Myanmar (Burmese) and Rakhine (Arakanese)

https://github.com/jzhou316/Unsuper
Simple Unsupervised Summarization by Contextual Matching

https://simultrans-demo.github.io/
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework

https://github.com/malllabiisc/
Towards Understanding the Geometry of Knowledge Graph Embeddings

https://github.com/i-machine-think/
Assessing Incrementality in Sequence-to-Sequence Models

https://github.com/hermitdave/
Going Dutch: Creating SimpleNLG-NL
An Adaptable Lexical Simplification Architecture for Major Ibero-Romance Languages

https://github.com/pinkeshbadjatiya/
Stop PropagHate at SemEval-2019 Tasks 5 and 6: Are abusive language classification results reproducible?

https://github.com/UniversalDependencies/UD_
Empirical Linguistic Study of Sentence Embeddings

https://github.com/wuch15/SemEval-2018-task3-
THU_NGN at SemEval-2018 Task 3: Tweet Irony Detection with Densely connected LSTM and Multi-task Learning

https://github.com/DFKI-NLP/
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

https://github.com/mrlyk423/
Modeling Relation Paths for Representation Learning of Knowledge Bases

https://github.com/ukplab
Context-Aware Representations for Knowledge Base Relation Extraction

http://github.com/jbuckman/
Neural Lattice Language Models

https://github.com/nyu-dl/dl4mt-tutorial/blob/master/docs/cgru.pdf
Refining Source Representations with Relation Networks for Neural Machine Translation
Neural Monkey: The Current State and Beyond

https://github.com/rahuljha/
Content Models for Survey Generation: A Factoid-Based Evaluation

https://github.com/TsujiiLaboratory/stav
Automatic Approaches for Gene-Drug Interaction Extraction from Biomedical Text: Corpus and Comparative Evaluation

https://github.com/kohlschutter/
Bitextor’s participation in WMT’16: shared task on document alignment
WTF-LOD - A New Resource for Large-Scale NER Evaluation

https://github.com/rali-udem/
WiRe57 : A Fine-Grained Benchmark for Open Information Extraction

http://github.com/gevra/may2016-stories
Real-time News Story Detection and Tracking with Hashtags

https://github.com/futurulus/
Generating Bilingual Pragmatic Color References

https://github.com/opentraveldata/opentraveldata
Making Travel Smarter: Extracting Travel Information From Email Itineraries Using Named Entity Recognition

https://github.com/bitmask/BioNLP-BB3
Bacteria and Biotope Entity Recognition Using A Dictionary-Enhanced Neural Network Model

https://github.com/indix/whatthelang
The LMU Munich Unsupervised Machine Translation System for WMT19

https://github.com/Branislava/
Using English Baits to Catch Serbian Multi-Word Terminology

https://github.com/vinta/
The Code2Text Challenge: Text Generation in Source Libraries

https://github.com/kvarada/non-NA_Resources
Survey: Anaphora With Non-nominal Antecedents in Computational Linguistics: a Survey

https://github.com/sigmorphon/conll2018
Copenhagen at CoNLL–SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding

https://github.com/csurfer/rake-nltk
ADAPT Centre Cone Team at IJCNLP-2017 Task 5: A Similarity-Based Logistic Regression Approach to Multi-choice Question Answering in an Examinations Shared Task
Equipping Educational Applications with Domain Knowledge

https://github.com/pilehvar/ADW
Reserating the awesometastic: An automatic extension of the WordNet taxonomy for novel terms

https://github.com/babbel/specialist
Linked Data for Language-Learning Applications

http://github.com/juditacs/semeval
MathLingBudapest: Concept Networks for Semantic Similarity

https://github.com/kevincobain2000/
BrainEE at SemEval-2019 Task 3: Ensembling Linear Classifiers for Emotion Prediction

https://allenai.github.io/allennlp-docs/api/allennlp
IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations

https://github.com/xu-song/bert-as-language-model
Unsupervised Rewriter for Multi-Sentence Compression

https://github.com/zhangmeishan/SarcasmDetection
Tweet Sarcasm Detection Using Deep Neural Network

https://pystruct.github.io
On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements

https://github.com/chateval/chateval
ChatEval: A Tool for Chatbot Evaluation

https://github.com/withtwist/medical-ner/
Named Entity Recognition in Swedish Health Records with Character-Based Deep Bidirectional LSTMs

https://github.com/rsling/texrex
On Bias-free Crawling and Representative Web Corpora

https://github.com/gchrupala/visually-grounded-
Representations of language in a model of visually grounded speech signal

http://github.com/rubenIzquierdo/
VUA-background : When to Use Background Information to Perform Word Sense Disambiguation

https://github.com/text-machine-lab/
Adversarial Decomposition of Text Representation

https://github.com/ufal/lindat-dspace
FLAT: Constructing a CLARIN Compatible Home for Language Resources
The Public License Selector: Making Open Licensing Easier

https://github.com/vene/ambra
AMBRA: A Ranking Approach to Temporal Text Classification

https://github.com/janenie/
Operation-guided Neural Networks for High Fidelity Data-To-Text Generation

https://github.com/brendano/ark-tweet-nlp/
Learning a POS tagger for AAVE-like language

http://github.com/andreasvc/discodop
Discontinuous Incremental Shift-reduce Parsing

https://github.com/lingluodlut/
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition

https://github.com/phoible/dev/tree/master/raw-data/
FonBund: A Library for Combining Cross-lingual Phonological Segment Data

https://github.com/embr/lsh
Image-Image Search for Comparable Corpora Construction

https://github.com/freesunshine0316/MPQG
Leveraging Context Information for Natural Question Generation

https://github.com/midobal/OpenNMT-py/
Incremental Adaptation of NMT for Professional Post-editors: A User Study

https://github.com/iris2hu/diachronic-sense-modeling
Diachronic Sense Modeling with Deep Contextualized Word Embeddings: An Ecological View

https://github.com/majumderb/
Upcycle Your OCR: Reusing OCRs for Post-OCR Text Correction in Romanised Sanskrit

https://github.com/google-research-datasets/simulated-
Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning

https://github.com/cairohy/hsp
Complex Question Decomposition for Semantic Parsing

https://ronxin.github.io/wevi/
Word Embedding and WordNet Based Metaphor Identification and Interpretation

https://github.com/socprime/SigmaUI
Bootstrapping a Natural Language Interface to a Cyber Security Event Collection System using a Hybrid Translation Approach

https://github.com/FSalmon/ina
An Effortless Way To Create Large-Scale Datasets For Famous Speakers

https://github.com/AbiWord/enchant
Grammatical Error Correction with Neural Reinforcement Learning
Cool English: a Grammatical Error Correction System Based on Large Learner Corpora
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task
Learning to combine Grammatical Error Corrections

https://code-switching.github.io/
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task

https://github.com/modultechnology/nel_
Framing Named Entity Linking Error Types

https://github.com/lisa-groundhog/GroundHog/tree/
Agreement on Target-bidirectional Neural Machine Translation

https://github.com/boricles/
Linguistic Resources Enhanced with Geospatial Information

https://github.com/explosion/spaCy/tree/v2.0.5
Learning Diachronic Analogies to Analyze Concept Change

https://github.com/clab/mkcls
The FBK Participation in the WMT 2016 Automatic Post-editing Shared Task

https://github.com/Cyvhee/SemEval2018-
THU_NGN at SemEval-2018 Task 3: Tweet Irony Detection with Densely connected LSTM and Multi-task Learning

https://github.com/AIPHES/DBS
Bridging the gap between extractive and abstractive summaries: Creation and evaluation of coherent extracts from heterogeneous sources

https://github.com/RaRe-Technologies/gensim/tree/3.2.0
Learning Diachronic Analogies to Analyze Concept Change

https://github.com/tuetschek/
Controlling Personality-Based Stylistic Variation with Neural Natural Language Generators
Handling Rare Items in Data-to-Text Generation
Curate and Generate: A Corpus and Method for Joint Control of Semantics and Style in Neural NLG

https://github.com/odashi/ckylark
Japanese Sentiment Classification using a Tree-Structured Long Short-Term Memory with Attention

https://github.com/rupnikj/jair_paper
Multilingual Clustering of Streaming News

http://github.com/darsh10/qra_code
Adversarial Domain Adaptation for Duplicate Question Detection

https://heukirne.github.io/wheel-of-life/
Wheel of Life: an initial investigation. Topic-Related Polarity Visualization in Personal Stories

https://github.com/f00barin/bmaps
Bilexical Embeddings for Quality Estimation

https://github.com/ufal/morphodita/
CUNI NMT System for WAT 2017 Translation Tasks

http://rg3.github.io/youtube-dl/
KALAKA-3: a database for the recognition of spoken European languages on YouTube audios

https://github.com/webis-de/ACL-19
Celebrity Profiling

https://github.com/yoavg/cnn/
Multi-view and multi-task training of RST discourse parsers

https://github.com/fnl/syntok
Findings of the WMT 2019 Biomedical Translation Shared Task: Evaluation for MEDLINE Abstracts and Biomedical Terminologies
Evaluation of Scientific Elements for Text Similarity in Biomedical Publications

https://github.com/rogersdepelle/Off
A Hierarchically-Labeled Portuguese Hate Speech Dataset

https://github.com/RWalecki/copula_
Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media

https://github.com/allenai/allennlp/blob/
Gendered Ambiguous Pronoun (GAP) Shared Task at the Gender Bias in NLP Workshop 2019

https://github.com/danielhers/tupa
Semantic Structural Evaluation for Text Simplification
Simple and Effective Text Simplification Using Semantic and Neural Methods

https://github.com/Horsmann/
DeepTC – An Extension of DKPro Text Classification for Fostering Reproducibility of Deep Learning Experiments
LTL-UDE @ EmpiriST 2015: Tokenization and PoS Tagging of Social Media Text

https://github.com/dagwieers/unoconv
SWEGRAM – A Web-Based Tool for Automatic Annotation and Analysis of Swedish Texts

https://github.com/ekQ/
Automatic Prediction of Discourse Connectives

https://github.com/ddediu/
Defining and Counting Phonological Classes in Cross-linguistic Segment Databases

https://github.com/Amice13/ukr_
Cross-lingual Annotation Projection Is Effective for Neural Part-of-Speech Tagging

https://github.com/amir-
A Distributional View of Discourse Encapsulation: Multifactorial Prediction of Coreference Density in RST
Different Flavors of GUM: Evaluating Genre and Sentence Type Effects on Multilayer Corpus Annotation Quality

https://github.com/a-rios/ContraWSD
An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation

http://github.com/tudarmstadt-lt/
A Named Entity Recognition Shootout for German

https://github.com/medesto/timeline-reconstruction
Annotating Temporal Information in Clinical Notes for Timeline Reconstruction: Towards the Definition of Calendar Expressions

https://github.com/jladcr/Moses-for-Mere-
E-law Module Supporting Lawyers in the Process of Knowledge Discovery from Legal Documents

https://github.com/boudinfl/sume
Concept-based Summarization using Integer Linear Programming: From Concept Pruning to Multiple Optimal Solutions
Joint Optimization of User-desired Content in Multi-document Summaries by Learning from User Feedback

https://xuczhang.github.io/papers/
Mitigating Uncertainty in Document Classification

http://rasbt.github.io/
A Neural Grammatical Error Correction System Built On Better Pre-training and Sequential Transfer Learning

https://github.com/TomokiMatsuno/PACLIC32/blob/master/my
Reduction of Parameter Redundancy in Biaffine Classifiers with Symmetric and Circulant Weight Matrices

https://github.com/google/seq2seq/
Generation of Company descriptions using concept-to-text and text-to-text deep models: dataset collection and systems evaluation
Incremental Transformer with Deliberation Decoder for Document Grounded Conversations

https://github.com/v1n337/news-article-extractor
UW-FinSent at SemEval-2017 Task 5: Sentiment Analysis on Financial News Headlines using Training Dataset Augmentation

http://github.com/bicici/FDAOptimization
Parallel FDA5 for Fast Deployment of Accurate Statistical Machine Translation Systems

https://github.com/bethard/anaforatools
Word-Level Loss Extensions for Neural Temporal Relation Classification
NLP Whack-A-Mole: Challenges in Cross-Domain Temporal Expression Extraction

https://github.com/glample/fastBPE
Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings
Findings of the WMT 2019 Biomedical Translation Shared Task: Evaluation for MEDLINE Abstracts and Biomedical Terminologies
TMU Japanese-Chinese Unsupervised NMT System for WAT 2018 Translation Task
System Description: The Submission of FOKUS to the WMT 19 Robustness Task

https://elki-project.github.io/
A Graph-based Text Similarity Measure That Employs Named Entity Information

https://github.com/dkpro/
C4Corpus: Multilingual Web-size Corpus with Free License
UIMA-Based JCoRe 2.0 Goes GitHub and Maven Central ― State-of-the-Art Software Resource Engineering and Distribution of NLP Pipelines

https://github.com/vgtomahawk/
Charmanteau: Character Embedding Models For Portmanteau Creation

https://github.com/jakevdp/pyCRFsuite
A Comparison of Feature-Based and Neural Scansion of Poetry

https://pilehvar.github.io/wic/
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations

https://github.com/networkdynamics/PolNeAR
An Attribution Relations Corpus for Political News

https://github.com/propbank/propbank-frames
Comprehensive and Consistent PropBank Light Verb Annotation

https://github.com/tca19/dict2vec
Dict2vec : Learning Word Embeddings using Lexical Dictionaries
Unsupervised Neural Text Simplification

https://github.com/agadetsky/pytorch-definitions
Conditional Generators of Words Definitions

https://github.com/spyysalo/pubmed
How to Train good Word Embeddings for Biomedical NLP

https://github.com/troyhua/AndroidLogApp
AppDialogue: Multi-App Dialogues for Intelligent Assistants

https://github.com/pytorch
Generating Steganographic Text with LSTMs

http://www.github.com/jonorthwash/ud-annotatrix
UD Annotatrix: An annotation tool for Universal Dependencies

https://github.com/elisaF/authorship-
Leveraging Discourse Information Effectively for Authorship Attribution

https://github.com/irshadbhat/
Towards Normalising Konkani-English Code-Mixed Social Media Text

https://github.com/ly233/Seed-Guided-Topic-Model
A Pseudo Label based Dataless Naive Bayes Algorithm for Text Classification with Seed Words

https://github.com/amir-zeldes/gum/blob/dev/_build/utils/stan2uni.ini
All Roads Lead to UD: Converting Stanford and Penn Parses to English Universal Dependencies with Multilayer Annotations

http://stmai.github.io/cydec
Detecting Cybersecurity Events from Noisy Short Text

https://github.com/maxbane/simplegoodturing
Generalization in Artificial Language Learning: Modelling the Propensity to Generalize

https://github.com/cmhcbb/
Evaluating and Enhancing the Robustness of Dialogue Systems: A Case Study on a Negotiation Agent

https://github.com/lspecia/quest
Semantic Textual Similarity in Quality Estimation
Findings of the 2015 Workshop on Statistical Machine Translation
UoW: NLP techniques developed at the University of Wolverhampton for Semantic Similarity and Textual Entailment
QuEst - A translation quality estimation framework

https://github.com/WHUIR/
A Deep Relevance Model for Zero-Shot Document Filtering

https://github.com/nestle1993/SE16-Task6-Stance-Detection
pkudblab at SemEval-2016 Task 6 : A Specific Convolutional Neural Network System for Effective Stance Detection

https://github.com/Lambda-3/WordnetGraph
Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition

http://taku910.github.io/crfpp/
A Large-scale Study of Statistical Machine Translation Methods for Khmer Language
Non-Deterministic Segmentation for Chinese Lattice Parsing
OMAM at SemEval-2017 Task 4: English Sentiment Analysis with Conditional Random Fields
Do We Really Need Lexical Information? Towards a Top-down Approach to Sentiment Analysis of Product Reviews
Using Content-level Structures for Summarizing Microblog Repost Trees
Improving Twitter Named Entity Recognition using Word Representations
Baseline Models for Pronoun Prediction and Pronoun-Aware Translation
Event Based Emotion Classification for News Articles
Aspect based Sentiment Analysis in Hindi: Resource Creation and Evaluation
Gated Recursive Neural Network for Chinese Word Segmentation
Condition Random Fields-based Grammatical Error Detection for Chinese as Second Language
IITP: Hybrid Approach for Text Normalization in Twitter
IITP: Multiobjective Differential Evolution based Twitter Named Entity Recognition
Synthetic Word Parsing Improves Chinese Word Segmentation
Tagging Performance Correlates with Author Age
Findings of the 2015 Workshop on Statistical Machine Translation
Identifying Speakers and Listeners of Quoted Speech in Literary Works

https://github.com/blei-lab/ctm-c
PhraseCTM: Correlated Topic Modeling on Phrases within Markov Random Fields

https://hfst.github.io
North-Sámi to Finnish rule-based machine translation system
Apertium-fin-eng–Rule-based Shallow Machine Translation for WMT 2019 Shared Task

https://github.com/Gorov/ERE_RE
Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction

https://github.com/SUTDNLP/ZGen/
Transition-Based Syntactic Linearization with Lookahead Features

https://github.com/pcyin/pytorch
Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization

https://github.com/wishstudio/queryparser
Syntactic Parsing of Web Queries

https://github.com/gmulcaire/
Many Languages, One Parser

https://github.com/erayyildiz/Morpheus/
Morpheus: A Neural Network for Jointly Learning Contextual Lemmatization and Morphological Tagging

https://github.com/ryanmcd/
Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing

https://github.com/1228337123/tensorflow-seq2seq-
Normalization of Social Media Text using Deep Neural Networks

https://github.com/jayded/
Inferring Which Medical Treatments Work from Reports of Clinical Trials

https://github.com/kamalkraj/biobert
Saama Research at MEDIQA 2019: Pre-trained BioBERT with Attention Visualisation for Medical Natural Language Inference

https://github.com/hankcs/
CUNY-PKU Parser at SemEval-2019 Task 1: Cross-Lingual Semantic Parsing with UCCA

https://github.com/google-research-datasets/sentence-
Higher-Order Syntactic Attention Network for Longer Sentence Compression
Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study

http://saimacs.github.io
KSU at SemEval-2019 Task 3: Hybrid Features for Emotion Recognition in Textual Conversation

https://github.com/FurongPeng/
Dataset Creation for Ranking Constructive News Comments

https://github.com/seinecle/Umigon
Umigon: sentiment analysis for tweets based on terms lists and heuristics

http://taku910.github.io/mecab
Improving Low-Resource Neural Machine Translation with Filtered Pseudo-Parallel Corpus
Earth Mover’s Distance Minimization for Unsupervised Bilingual Lexicon Induction
Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization
Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover’s Distance Regularization
Adversarial Training for Unsupervised Bilingual Lexicon Induction
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation

http://github.com/clld/
Concepticon: A Resource for the Linking of Concept Lists

https://github.com/pengli09/str2vec
Recurrent Neural Network based Rule Sequence Model for Statistical Machine Translation

https://github.com/huji-nlp/semstr/
CUNY-PKU Parser at SemEval-2019 Task 1: Cross-Lingual Semantic Parsing with UCCA

https://github.com/riedlma/cluster_
Clustering-Based Article Identification in Historical Newspapers

https://github.com/dice-group/Palmetto
Context Models for OOV Word Translation in Low-Resource Languages
What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations

https://github.com/hajimes/ud-ainu
Toward Universal Dependencies for Ainu

https://github.com/abaheti95/
Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints

https://github.com/ZhixiuYe/
Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

https://github.com/atilika/kuromoji
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages
CogNet: A Large-Scale Cognate Database

https://github.com/nstawfik/
UU_TAILS at MEDIQA 2019: Learning Textual Entailment in the Medical Domain

https://github.com/hainan-xv/zipporah
Zipporah: a Fast and Scalable Data Cleaning System for Noisy Web-Crawled Parallel Corpora
Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings

https://github.com/langdoc/unified-northern-alphabet-ocr
An OCR system for the Unified Northern Alphabet

https://github.com/shuningjin/SemEval2018-Task2-EmojiDetection
Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and Oversampling

https://github.com/openplans/Leaflet.AnimatedMarker
Web-Based Recording and Visualization Framework for Moving Trajectories [In Chinese]

https://github.com/rohitguptacs/
MiniExperts: An SVM Approach for Measuring Semantic Textual Similarity

https://github.com/GateNLP/semeval2019-
Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network

http://github.com/flammie/omorfi/
Abu-MaTran at WMT 2015 Translation Task: Morphological Segmentation and Web Crawling

https://github.com/RicardoUsbeck/QRTool
N³ - A Collection of Datasets for Named Entity Recognition and Disambiguation in the NLP Interchange Format

https://github.com/shimaokasonse/
Put It Back: Entity Typing with Language Model Enhancement

https://github.com/coastalcph/noda2015_
Simple task-specific bilingual word embeddings

https://github.com/andreasvc/activedop
Active DOP: an Active Learning Constituency Treebank Annotation Tool

https://github.com/Babylonpartners/fastText_multilingual
Aggression Identification and Multi Lingual Word Embeddings

https://github.com/pnnl/esteem/
ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media

https://github.com/ShimShim46/TRF
Text Categorization by Learning Predominant Sense of Words as Auxiliary Task

https://github.com/RhythmCao/
Semantic Parsing with Dual Learning

https://github.com/ketranm/neuralHMM
Unsupervised Neural Hidden Markov Models

https://github.com/webis-de/ACL-18
Rouletabille at SemEval-2019 Task 4: Neural Network Baseline for Identification of Hyperpartisan Publishers

https://github.com/uds-lsv/
Detecting Derogatory Compounds – An Unsupervised Approach
At the Lower End of Language—Exploring the Vulgar and Obscene Side of German

https://github.com/Daniel-Diaz/HaTeX
A High-Quality Gold Standard for Citation-based Tasks

https://github.com/ArminHoenen/KFurcatingRootedGregTrees
How Many Stemmata with Root Degree k?

https://github.com/ketranm/tardis
A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs
Ensemble Learning for Multi-Source Neural Machine Translation

https://emorynlp.github.io/nlp4j
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines
SemEval 2018 Task 4: Character Identification on Multiparty Dialogues
Developing a web-based workbook for English supporting the interaction of students and teachers

https://github.com/cdg720/emnlp2016
Direct Output Connection for a High-Rank Language Model
An Empirical Study of Building a Strong Baseline for Constituency Parsing

https://github.com/cjhutto/vaderSentiment
DL Team at SemEval-2018 Task 1: Tweet Affect Detection using Sentiment Lexicons and Embeddings
Combining Shallow and Deep Learning for Aggressive Text Detection
Specialising Paragraph Vectors for Text Polarity Detection
Steve Martin at SemEval-2019 Task 4: Ensemble Learning Model for Detecting Hyperpartisan News
Attention and Lexicon Regularized LSTM for Aspect-based Sentiment Analysis

https://github.com/magic282/
Self-Supervised Learning for Contextualized Extractive Summarization

https://github.com/macau-getalp/macau
An Aligned French-Chinese corpus of 10K segments from university educational material

https://raihanjoty.github.io/
Discourse Analysis and Its Applications

https://github.com/passeul/
Evaluating Style Transfer for Text

http://hltfbk.github.io/Excitement-Open-Platform/
Get Semantic With Me! The Usefulness of Different Feature Types for Short-Answer Grading
Monolingual Social Media Datasets for Detecting Contradiction and Entailment
Predicting Correlations Between Lexical Alignments and Semantic Inferences
Learning Answer-Entailing Structures for Machine Comprehension
Paraphrase Identification and Semantic Similarity in Twitter with Simple Features
DKPro TC: A Java-based Framework for Supervised Learning Experiments on Textual Data

https://taku910.github.io/mecab/
Extractive Headline Generation Based on Learning to Rank for Community Question Answering
XMU Neural Machine Translation Systems for WAT 2017

https://github.com/6/stopwords-json/
Multilingual and Cross-Lingual Complex Word Identification

https://ntunlpsg.github.io/
Discourse Analysis and Its Applications
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation
Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training

https://github.com/cnap/gec-ranking
A Chinese Writing Correction System for Learning Chinese as a Foreign Language

https://github.com/Senjuti/Dataset-Fashion-Analytics
Fashioning Data - A Social Media Perspective on Fast Fashion Brands

http://github.com/UKPLab
Computational Argumentation Quality Assessment in Natural Language

https://github.com/jessevig/bertviz
Open Sesame: Getting inside BERT’s Linguistic Knowledge

http://github.com/zseder/hunvec
The hunvec framework for NN-CRF-based sequential tagging

http://karpathy.github.io/2015/05/21/rnn-effectiveness/
Implementing a Reverse Dictionary, based on word definitions, using a Node-Graph Architecture
Character-Level Neural Translation for Multilingual Media Monitoring in the SUMMA Project

https://github.com/slavpetrov/
NAVER Machine Translation System for WAT 2015
Multilingual and Cross-Lingual Complex Word Identification
Albanian Part-of-Speech Tagging: Gold Standard and Evaluation
Korean Language Resources for Everyone
Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder
Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling
An Extensible Multilingual Open Source Lemmatizer
Findings of the 2017 DiscoMT Shared Task on Cross-lingual Pronoun Prediction
Combining Ontologies and Neural Networks for Analyzing Historical Language Varieties. A Case Study in Middle Low German
Modeling Source Syntax for Neural Machine Translation
Findings of the 2016 WMT Shared Task on Cross-lingual Pronoun Prediction

https://github.com/zhengcj1/ChID-Dataset
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test

https://github.com/6/stopwords-json;
Learning Multilingual Topics from Incomparable Corpora
Analyzing Bayesian Crosslingual Transfer in Topic Models

https://github.com/esantus/ROOT9
Nine Features in a Random Forest to Learn Taxonomical Semantic Relations

https://github.com/pmarcis/dict-filtering
Bilingual dictionaries for all EU languages

https://github.com/clir/clearnlp
Classifying Emotions in Customer Support Dialogues in Social Media
Investigating neural architectures for short answer scoring
Open Information Extraction from Conjunctive Sentences
Bootstrapping for Numerical Open IE

https://github.com/snovd/corpus-data/
LIPN at SemEval-2017 Task 10: Filtering Candidate Keyphrases from Scientific Publications with Part-of-Speech Tag Sequences to Train a Sequence Labeling Model

https://sigmorphon.github.io/
A Simple Joint Model for Improved Contextual Neural Lemmatization

https://github.com/fcbr/cl-wnbrowser
Seeing is Correcting: curating lexical resources using social interfaces

https://github.com/whr94621/NJUNMT-pytorch
Online Distilling from Checkpoints for Neural Machine Translation

https://github.com/yicheng-w/
Commonsense for Generative Multi-Hop Question Answering Tasks

https://github.com/erekhinskaya/
Multilingual eXtended WordNet Knowledge Base: Semantic Parsing and Translation of Glosses

http://crscardellino.github.io/SBWCE/
Medical Word Embeddings for Spanish: Development and Evaluation

https://github.com/elliottd/Grounded
A Shared Task on Multimodal Machine Translation and Crosslingual Image Description

https://github.com/saffsd/geniatagger
Neural Networks For Negation Scope Detection

http://github.com/aritter/twitter-nlp
Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings
A Simple Bayesian Modelling Approach to Event Extraction from Twitter

http://github.com/JuleStar/
Terminology Extraction with Term Variant Detection

https://github.com/abachaa/MEDIQA2019/tree/master/Eval
DUT-NLP at MEDIQA 2019: An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering

https://github.com/NUSTM/ECPE
Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts

http://github.com/digling/edictor
A Web-Based Interactive Tool for Creating, Inspecting, Editing, and Publishing Etymological Datasets

https://github.com/jihunchoi/
Visually Grounded Neural Syntax Acquisition

https://github.com/uhh-lt/GermEval2017-Baseline
IIIT-H at IJCNLP-2017 Task 4: Customer Feedback Analysis using Machine Learning and Neural Network Approaches

https://github.com/hk-bmi/ddialog-da-generation
Dialogue-act-driven Conversation Model : An Experimental Study

http://github.com/joeraii/UTML-Latent-
Unsupervised Learning of Selectional Restrictions and Detection of Argument Coercions

https://github.com/andrely/NLI2013-
Native Language Identification using large scale lexical features

https://github.com/timdown/rangy
Creating a Novel Geolocation Corpus from Historical Texts

http://github.com/badc0re/sent-lex
On the Impact of Seed Words on Sentiment Polarity Lexicon Induction

https://github.com/fxsjy/Jieba
Cross-Lingual Sentiment Analysis Without (Good) Translation

https://github.com/philschulz/VITutorial
Latent Structure Models for Natural Language Processing

https://rekriz11.github.io
Simplification Using Paraphrases and Context-Based Lexical Substitution

https://github.com/xiaochang13/CacheTransition-Seq2seq
Sequence-to-sequence Models for Cache Transition Systems

https://github.com/syllog1sm/redshift
Learning to parse with IAA-weighted loss
Transforming Dependencies into Phrase Structures

https://github.com/GreekPerspective
Annotating Speech, Attitude and Perception Reports

https://github.com/adrien-bougouin/KeyBench
Keyphrase Generation with Correlation Constraints

https://github.com/zwjyyc/NNEMBs
NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings

https://github.com/nlpbank/SRP2Vec
Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based Graph

https://github.com/kuhumcst/cstlemma
{bs,hr,sr}WaC - Web Corpora of Bosnian, Croatian and Serbian

https://github.com/castorini/Castor
CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities
Integrating Question Classification and Deep Learning for improved Answer Selection

https://github.com/gouwsmeister/
Cross-Lingual Word Representations via Spectral Graph Embeddings

http://universaldependencies.github.io/docs/u/dep/name.html
Constraint Grammar-based conversion of Dependency Treebanks

https://github.com/SaeedNajafi/ac-tagger
Joint Approach to Deromanization of Code-mixed Texts

http://github.com/yago-naga/aida
Illinois Cross-Lingual Wikifier: Grounding Entities in Many Languages to the English Wikipedia

https://taku910.github.io/crfpp/\#
Part-of-speech Tagging of Code-Mixed Social Media Text

https://typology-and-nlp.github.io/
Proceedings of TyP-NLP: The First Workshop on Typology for Polyglot NLP

https://github.com/emjotde/symgiza-pp
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation

https://github.com/leodotnet/
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

https://github.com/desh2608/
Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text

https://github.com/SheffieldML/GPy
A temporal model of text periodicities using Gaussian Processes
UoW: Multi-task Learning Gaussian Process for Semantic Textual Similarity
QuEst - A translation quality estimation framework

https://github.com/nlpub/watasense
An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages

https://github.com/hkust-knowcomp/jwe
VCWE: Visual Character-Enhanced Word Embeddings

https://github.com/LC-John/Yahoo-Answers-
Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings

https://github.com/henrymoss/COLING2018
Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models

https://github.com/ftyers/ud-scripts
A Transition-based System for Universal Dependency Parsing

https://github.com/deepanshu1995/HateSpeech-Hindi-
A Dataset of Hindi-English Code-Mixed Social Media Text for Hate Speech Detection

https://github.com/ardate/SetSimilaritySearch
Neural Fuzzy Repair: Integrating Fuzzy Matches into Neural Machine Translation

https://github.com/XiaoqiJiao/
Convolutional Neural Network for Universal Sentence Embeddings

https://github.com/habernal/semeval2018-task12-results
GIST at SemEval-2018 Task 12: A network transferring inference knowledge to Argument Reasoning Comprehension task

https://github.com/kho/mr-mira
Mr. MIRA: Open-Source Large-Margin Structured Learning on MapReduce
Towards Efficient Large-Scale Feature-Rich Statistical Machine Translation

https://github.com/FudanNLP/Capsule4TextClassification
Information Aggregation via Dynamic Routing for Sequence Encoding

https://github.com/arunjeyapal/
NUIG-UNLP at SemEval-2016 Task 1: Soft Alignment and Deep Learning for Semantic Textual Similarity

http://github.com/CopticScriptorium
An NLP Pipeline for Coptic

https://ucinlp.github.io/GenderQuant
GenderQuant: Quantifying Mention-Level Genderedness

https://github.com/polmine/germaparltei
The GermaParl Corpus of Parliamentary Protocols

https://github.com/joelescudefont/genbiasmt
Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques

https://github.com/allenai/beaker
Structural Scaffolds for Citation Intent Classification in Scientific Publications

https://github.com/vaskonov/
The Negochat Corpus of Human-agent Negotiation Dialogues

https://github.com/neulab/xnmt/
When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?

https://github.com/dkmfbk/biographies
Recognizing Biographical Sections in Wikipedia

https://github.com/lmthang/bivec
Variable Mini-Batch Sizing and Pre-Trained Embeddings
Word Embeddings for Code-Mixed Language Processing
Unsupervised Joint Training of Bilingual Word Embeddings
Analyzing the Limitations of Cross-lingual Word Embedding Mappings

https://github.com/yohokuno/neural
Enabling Real-time Neural IME with Incremental Vocabulary Selection

https://github.com/EggplantElf/creepy
A Turkish-German Code-Switching Corpus

http://github.com/skTim/
Online Learning of Interpretable Word Embeddings

https://github.com/JDongian/
A Sub-Character Architecture for Korean Language Processing

https://github.com/heraldicsandfox/
Quantifying the Effects of Text Duplication on Semantic Models

http://github.com/kokeman/PReP
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/sjauhar/
Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models

https://github.com/googlei18n/corpuscrawler
A Fast, Compact, Accurate Model for Language Identification of Codemixed Text

https://github.com/cdli-gh/mtaac_work/
Towards a Linked Open Data Edition of Sumerian Corpora

https://github.com/FakeNewsChallenge/
Towards Automatic Fake News Detection: Cross-Level Stance Detection in News Articles
Gradual Argumentation Evaluation for Stance Aggregation in Automated Fake News Detection

https://github.com/sarschu/
Code-Switching Ubique Est - Language Identification and Part-of-Speech Tagging for Historical Mixed Text

http://github.com/rwth-i6/CharacTER
Results of the WMT17 Metrics Shared Task
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/UniversalDependencies/
UD-Japanese BCCWJ: Universal Dependencies Annotation for the Balanced Corpus of Contemporary Written Japanese
Universal Dependencies for Greek
From Universal Dependencies to Abstract Syntax
Increasing Return on Annotation Investment: The Automatic Construction of a Universal Dependency Treebank for Dutch
Universal Dependencies for Afrikaans

https://github.com/didzis/CAMR/tree/wrapper
RIGA at SemEval-2016 Task 8: Impact of Smatch Extensions and Character-Level Neural Translation on AMR Parsing Accuracy

https://github.com/mounicam/
A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification
Multi-task Pairwise Neural Ranking for Hashtag Segmentation

https://uhh-lt.github.io/par4sim/
Par4Sim – Adaptive Paraphrasing for Text Simplification

http://github.com/ciprian-chelba/
Hyperspherical Query Likelihood Models with Word Embeddings

http://github.com/odashi/ckylark
Ckylark: A More Robust PCFG-LA Parser

https://github.com/tylin/
Domain Adaptation for Neural Networks by Parameter Augmentation

https://github.com/Oneplus/twpipe
Distilling Knowledge for Search-based Structured Prediction
Parsing Tweets into Universal Dependencies

https://github.com/anoopkunchukuttan/
Substring-based unsupervised transliteration with phonetic and contextual knowledge
Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER
NICT’s Participation in WAT 2018: Approaches Using Multilingualism and Recurrently Stacked Layers
Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages
Findings of the 2019 Conference on Machine Translation (WMT19)
Multilingual Indian Language Translation System at WAT 2018: Many-to-one Phrase-based SMT
Utilizing Monolingual Data in NMT for Similar Languages: Submission to Similar Language Translation Task
NICT’s Supervised Neural Machine Translation Systems for the WMT19 News Translation Task
UdS-DFKI Participation at WMT 2019: Low-Resource (en-gu) and Coreference-Aware (en-de) Systems

https://github.com/Ehaschia/bi-tree-lstm-crf
Latent Variable Sentiment Grammar

https://github.com/langsci/
Extracting Interlinear Glossed Text from LaTeX Documents

https://github.com/kasooja/clesa
UoM: Using Explicit Semantic Analysis for Classifying Sentiments

https://github.com/ryankiros/Skip-Thoughts
CodeForTheChange at SemEval-2019 Task 8: Skip-Thoughts for Fact Checking in Community Question Answering

https://github.com/iapucp/chanot-lrec2018/
ChAnot: An Intelligent Annotation Tool for Indigenous and Highly Agglutinative Languages in Peru

https://github.com/dallascard/media
Classifying Frames at the Sentence Level in News Articles

http://ryancotterell.github.io/data/
Morphological Segmentation Inside-Out

https://github.com/TaoMiner/bridgeGap
Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding

http://github.com/vecto-ai/
SWOW-8500: Word Association task for Intrinsic Evaluation of Word Embeddings

https://abhijitmishra.github.io
Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective

https://github.com/facebookresearch/InferSent
Evaluation of Unsupervised Compositional Representations
Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations
Training a Ranking Function for Open-Domain Question Answering
RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation Evaluation
Addressing the Winograd Schema Challenge as a Sequence Ranking Task
Effective Dimensionality Reduction for Word Embeddings
Dialogue Natural Language Inference
Correlating Neural and Symbolic Representations of Language
Multi-Label Transfer Learning for Multi-Relational Semantic Similarity

https://github.com/semantic-
Compositional Semantic Parsing across Graphbanks

https://github.com/ufal/treex/blob/master/lib/Treex/Block/HamleDT/ES/Harmonize.pm
Deep-syntax TectoMT for English-Spanish MT

https://github.com/gkaradzhov/ClickbaitRANLP
We Built a Fake News / Click Bait Filter: What Happened Next Will Blow Your Mind!

https://github.com/HIT-SCIR/pyltp
Neural Multitask Learning for Simile Recognition

http://github.com/trinker/sentimentr
Identifying the sentiment styles of YouTube’s vloggers

http://bkapukaranov.github.io/
Fine-Grained Sentiment Analysis for Movie Reviews in Bulgarian

https://github.com/mtanti/rnn-role
What is the Role of Recurrent Neural Networks (RNNs) in an Image Caption Generator?

https://github.com/sheffieldnlp/whatIC
End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space

https://github.com/shiba24/
Listwise temporal ordering of events in clinical notes

https://github.com/notani/CLKP-MTKBC
Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion

https://github.com/360er0/COMBO
Semi-Supervised Neural System for Tagging, Parsing and Lematization
Empirical Linguistic Study of Sentence Embeddings

https://github.com/makrai/dinu15/
Filtering Wiktionary Triangles by Linear Mbetween Distributed Word Models

https://github.com/jbencina/facebook-news
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager

https://github.com/cmusphinx/g2p-seq2seq
PronouncUR: An Urdu Pronunciation Lexicon Generator
完全基於類神經網路之語音合成系統初步研究 (A Preliminary Study on Fully Neural Network-based Speech Synthesis System) [In Chinese]
Exploring word embeddings and phonological similarity for the unsupervised correction of language learner errors

https://github.com/alfredomg/ADAPT-MWE17
Detection of Verbal Multi-Word Expressions via Conditional Random Fields with Syntactic Dependency Features and Semantic Re-Ranking

https://github.com/adamlauretig/bwe
Identification, Interpretability, and Bayesian Word Embeddings

https://github.com/adhigunasurya/
Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser

http://conll.github.io/
Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution
Coreference in Wikipedia: Main Concept Resolution

https://github.com/cligs/textbox/blob/
Metrical Annotation of a Large Corpus of Spanish Sonnets: Representation, Scansion and Evaluation

https://github.com/akivajp/naacl2016
Selecting Syntactic, Non-redundant Segments in Active Learning for Machine Translation

https://github.com/dmort27/mstem
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations

https://github.com/harvardnlp/nmt-android
Sequence-Level Knowledge Distillation

http://devmount.github.io/GermanWordEmbeddings/
Projection-based Coreference Resolution Using Deep Syntax

https://github.com/arne-cl/discoursegraphs
discoursegraphs: A graph-based merging tool and converter for multilayer annotated corpora

http://github.com/hschwenk/
LIUM Machine Translation Systems for WMT17 News Translation Task

https://github.com/nlx-group/
Predicting Brain Activation with WordNet Embeddings

https://github.com/cosmmb/DCNN
Dependency-based Convolutional Neural Networks for Sentence Embedding

https://github.com/riedlma/SECOS
Multimodal Lexical Translation
Unsupervised Compound Splitting With Distributional Semantics Rivals Supervised Methods
Using Semantics for Granularities of Tokenization

https://github.com/danieldmm/minerva
Applying Core Scientific Concepts to Context-Based Citation Recommendation

https://github.com/clarinsi/tweetcat
TweetGeo - A Tool for Collecting, Processing and Analysing Geo-encoded Linguistic Data

https://github.com/ufal/udpipe/releases/tag/v1.2.0
Empirical Linguistic Study of Sentence Embeddings

https://github.com/globality-corp/sklearn-hierarchical-
NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

http://github.com/elliottd/awareness
Adversarial Evaluation of Multimodal Machine Translation

http://github.com/neubig/egret
Towards High-Reliability Speech Translation in the Medical Domain

https://github.com/sld/convai-bot-1337
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager

https://github.com/boudinfl/semeval-2010-pre
How Document Pre-processing affects Keyphrase Extraction Performance
pke: an open source python-based keyphrase extraction toolkit

https://github.com/lverwimp/tf-lm
TF-LM: TensorFlow-based Language Modeling Toolkit

https://github.com/dheerajrajagopal/SciQA
Domain Adaptation of SRL Systems for Biological Processes

https://github.com/medesto/annotation-guidelines
Time Expressions in Mental Health Records for Symptom Onset Extraction

https://github.com/nachne/semisuper
Identifying Key Sentences for Precision Oncology Using Semi-Supervised Learning

https://github.com/SilentFlame/AggressionDetection
Aggression Detection on Social Media Text Using Deep Neural Networks

https://github.com/AhmadSakor/falcon
Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text

https://github.com/songyouwei/ABSA-PyTorch
Detecting Adverse Drug Reactions from Biomedical Texts with Neural Networks

https://github.com/ICTRC/Parsivar
Parsivar: A Language Processing Toolkit for Persian

https://github.com/owlcs/owlapi
Interactive health insight miner: an adaptive, semantic-based approach

https://github.com/jodaiber/semantic_compound_splitting
Using Semantics for Granularities of Tokenization

https://github.com/yingtaomj/Iterati
Iterative Document Representation Learning Towards Summarization with Polishing

https://github.com/maximromanov/DuplAway
Shamela: A Large-Scale Historical Arabic Corpus

https://github.com/sfu-natlang/
Joint Prediction of Word Alignment with Alignment Types
Sign Clustering and Topic Extraction in Proto-Elamite

https://github.com/andreasvc/discodop
Discontinuous parsing with continuous trees

https://github.com/hellrich/JeSemE
Exploring Diachronic Lexical Semantics with JeSemE

https://github.com/polmine/polmineR
The GermaParl Corpus of Parliamentary Protocols

https://github.com/ema-/antibiotic-dictionary
Toward Automated Early Sepsis Alerting: Identifying Infection Patients from Nursing Notes

https://github.com/Leonard-Xu/CWE
Correcting Chinese Word Usage Errors for Learning Chinese as a Second Language
Multi-Granularity Chinese Word Embedding
Learning Chinese Word Representations From Glyphs Of Characters
Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components
A Hybrid Learning Scheme for Chinese Word Embedding
VCWE: Visual Character-Enhanced Word Embeddings

https://github.com/propbank/propbank-release
An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling
Resource Interoperability for Sustainable Benchmarking: The Case of Events
Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class Imbalance

https://github.com/yaohungt/
Multimodal Transformer for Unaligned Multimodal Language Sequences

https://github.com/aghie/hpac
Harry Potter and the Action Prediction Challenge from Natural Language

http://universaldependencies.github.io/
Hypergraph Modelization of a Syntactically Annotated English Wikipedia Dump
Should Have, Would Have, Could Have. Investigating Verb Group Representations for Parsing with Universal Dependencies.
Combining Ontologies and Neural Networks for Analyzing Historical Language Varieties. A Case Study in Middle Low German

https://github.com/a-
Design of an Input Method for Taiwanese Hokkien using Unsupervized Word Segmentation for Language Modeling

https://github.com/paracrawl
Collecting domain specific data for MT: an evaluation of the ParaCrawlpipeline

https://github.com/lajanugen/S2V
RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation Evaluation

https://github.com/derekmma/
Implicit Discourse Relation Identification for Open-domain Dialogues

https://github.com/globalwordnet/
Using OntoLex-Lemon for Representing and Interlinking German Multiword Expressions in OdeNet and MMORPH

https://github.com/admasethiopia/parallel-text/
Parallel Corpora for bi-lingual English-Ethiopian Languages Statistical Machine Translation

https://github.com/masahiro-mi/
Analyzing the Effect of Entrainment on Dialogue Acts

https://github.com/mikahama/syntaxmaker/blob/master/
Development of an Open Source Natural Language Generation Tool for Finnish

https://pln-fing-udelar.github.io/
A Crowd-Annotated Spanish Corpus for Humor Analysis

https://github.com/nguyenlab/VSoLSCSum-Dataset
VSoLSCSum: Building a Vietnamese Sentence-Comment Dataset for Social Context Summarization

https://github.com/Pranav-Goel/
Sarcasm Target Identification: Dataset and An Introductory Approach

https://github.com/SAG-KeLP
Neural Attention for Learning to Rank Questions in Community Question Answering
Structural Representations for Learning Relations between Pairs of Texts
KeLP: a Kernel-based Learning Platform for Natural Language Processing
ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora
KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers
Learning to Recognize Ancillary Information for Automatic Paraphrase Identification

https://github.com/yoonkim/CNN_
Japanese Sentiment Classification using a Tree-Structured Long Short-Term Memory with Attention

https://github.com/openminted/
Towards a Gold Standard Corpus for Variable Detection and Linking in Social Science Publications

https://github.com/awslabs/sockeye/tree/acl18
How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures

https://github.com/uhh-lt/lt-keyterms
A Multilingual Information Extraction Pipeline for Investigative Journalism
LT Expertfinder: An Evaluation Framework for Expert Finding Methods

https://github.com/SoimulPatriei/
Ensembles of Classifiers for Cleaning Web Parallel Corpora and Translation Memories

http://github.com/kylebgorman/SOTA-taggers
We Need to Talk about Standard Splits

https://github.com/toml-lang/toml
PDFAnno: a Web-based Linguistic Annotation Tool for PDF Documents

https://github.com/mjpost/dptsg
evision PDF of 'Native Tongues, Lost and Found: Resources and Empirical Evaluations in Native Language Identification
NLI Shared Task 2013: MQ Submission

https://github.com/aymara/lima
Improving the Performance of an Example-Based Machine Translation System Using a Domain-specific Bilingual Lexicon

http://glampouras.github.io/
Imitation learning for structured prediction in natural language processing

https://github.com/NYU-MLL/spinn/
ListOps: A Diagnostic Dataset for Latent Tree Learning

https://github.com/ixa-ehu/ixa-pipe-nerc
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models
EliXa: A Modular and Flexible ABSA Platform
Building Named Entity Recognition Taggers via Parallel Corpora

https://github.com/PyThaiNLP/
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models

https://github.com/mgraffg/EvoDAG
INGEOTEC at SemEval-2018 Task 1: EvoMSA and μTC for Sentiment Analysis
INGEOTEC at SemEval 2017 Task 4: A B4MSA Ensemble based on Genetic Programming for Twitter Sentiment Analysis
INGEOTEC at SemEval-2019 Task 5 and Task 6: A Genetic Programming Approach for Text Classification

https://github.com/dayihengliu/
TIGS: An Inference Algorithm for Text Infilling with Gradient Search

http://github.com/SI3P/
SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation

https://github.com/aghie/
Grounding the Semantics of Part-of-Day Nouns Worldwide using Twitter

https://github.com/ddediu/phon-class-counts):
Defining and Counting Phonological Classes in Cross-linguistic Segment Databases

https://github.com/bmilde/ambientsearch
Demonstrating Ambient Search: Implicit Document Retrieval for Speech Streams
Ambient Search: A Document Retrieval System for Speech Streams

https://github.com/TimDettmers/ConvE/
Adaptive Convolution for Multi-Relational Learning

https://github.com/boliangz/global_
Global Attention for Name Tagging

https://github.com/YeDeming/THUTag
Course Concept Extraction in MOOCs via Embedding-Based Graph Propagation

https://github.com/NaNoGenMo/2018
Narrative Generation in the Wild: Methods from NaNoGenMo

https://github.com/uclanlp/CrossLingualDepParser
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing

https://github.com/contextscout/gcn_ner
Graph Convolutional Networks for Named Entity Recognition

https://github.com/tingkai-zhang/pytorch-openai-
An Empirical Study on Pre-trained Embeddings and Language Models for Bot Detection

https://github.com/YilunZhou/
Learning Household Task Knowledge from WikiHow Descriptions

https://github.com/ZhenYangIACAS/NMT
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets

https://github.com/huminghao16/RE3QA
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension

https://ntunlpsg.github
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach

https://github.com/attapol/conll16st
Argument Labeling of Explicit Discourse Relations using LSTM Neural Networks
Attention for Implicit Discourse Relation Recognition

http://narad.github.io/
Matrix and Tensor Factorization Methods for Natural Language Processing

https://github.com/keisks/wmt-trueskill
Findings of the 2016 Conference on Machine Translation

https://github.com/lifengjin/dimi_emnlp18
Variance of Average Surprisal: A Better Predictor for Quality of Grammar from Unsupervised PCFG Induction

http://www.github.com/jakelever/VERSE
VERSE: Event and Relation Extraction in the BioNLP 2016 Shared Task

https://github.com/ffnlp/sethr
Regional Linguistic Data Initiative (ReLDI)
Universal Dependencies for Croatian (that work for Serbian, too)
Multilingual Projection for Parsing Truly Low-Resource Languages
A Legal Perspective on Training Models for Natural Language Processing
New Inflectional Lexicons and Training Corpora for Improved Morphosyntactic Annotation of Croatian and Serbian

https://github.com/baidu-research/
Globally Normalized Reader

https://github.com/nyu-dl/dl4mt-tutorial/blob/
Speeding Up Neural Machine Translation Decoding by Cube Pruning

https://github.com/CNGLdlab/LORG-Release
SOPA: Random Forests Regression for the Semantic Textual Similarity task
LIPN: Introducing a new Geographical Context Similarity Measure and a Statistical Similarity Measure based on the Bhattacharyya coefficient
Quality Estimation of English-French Machine Translation: A Detailed Study of the Role of Syntax
LIPN-CORE: Semantic Text Similarity using n-grams, WordNet, Syntactic Analysis, ESA and Information Retrieval based Features

http://noisy-text.github.io/2016
Location Name Extraction from Targeted Text Streams using Gazetteer-based Statistical Language Models

https://github.com/yukio326/Reconstructor-NMT
TMU Japanese-English Neural Machine Translation System using Generative Adversarial Network for WAT 2018

https://github.com/mkobos/pca_
The University of Alicante at MultiLing 2015: approach, results and further insights

https://github.com/uclanlp/gn_glove
Conceptor Debiasing of Word Representations Evaluated on WEAT
The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations
Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques
Gender-preserving Debiasing for Pre-trained Word Embeddings

https://github.com/hanxiao/bert-as-service
Comparison of Diverse Decoding Methods from Conditional Language Models

https://github.com/nsaphra/urbandic-scraper
Evaluating Informal-Domain Word Representations With UrbanDictionary

https://github.com/uhh-lt/josimtext
Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl

https://github.com/zooniverse/scribeAPI
Crowdsourcing-based Annotation of the Accounting Registers of the Italian Comedy

https://github.com/memray/seq2seq-keyphrase
Keyphrase Generation with Correlation Constraints
Incorporating Linguistic Constraints into Keyphrase Generation

https://github.com/aishj10/swap-net
Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks

https://github.com/snover/terp
SimiHawk at SemEval-2016 Task 1: A Deep Ensemble System for Semantic Textual Similarity
Neural Fuzzy Repair: Integrating Fuzzy Matches into Neural Machine Translation

https://github.com/tensorflow/tensor2tensor
Neural Machine Translation: Basics, Practical Aspects and Recent Trends
Design Challenges in Named Entity Transliteration
Context Models for OOV Word Translation in Low-Resource Languages
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++
The Sockeye Neural Machine Translation Toolkit at AMTA 2018
SumeCzech: Large Czech News-Based Summarization Dataset
A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation
DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
Tencent Neural Machine Translation Systems for WMT18
Multi-layer Representation Fusion for Neural Machine Translation
Neural Machine Translation into Language Varieties
Deep Attentive Sentence Ordering Network
Learning Semantic Textual Similarity from Conversations
TencentFmRD Neural Machine Translation for WMT18
CUNI Transformer Neural MT System for WMT18
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets
Kyoto University Participation to WAT 2017
How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures
Three Strategies to Improve One-to-Many Multilingual Translation
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Kingsoft’s Neural Machine Translation System for WMT19
Osaka University MT Systems for WAT 2018: Rewarding, Preordering, and Domain Adaptation
A Compact and Language-Sensitive Multilingual Translation Method
CBNU System for SIGMORPHON 2019 Shared Task 2: a Pipeline Model
CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction
Kyoto University Participation to the WMT 2019 News Shared Task
Corpora Generation for Grammatical Error Correction

http://github.com/percyliang/brown-cluster
LMSim : Computing Domain-specific Semantic Word Similarities Using a Language Modeling Approach

https://github.com/dair-iitd/OpenIE-standalone
A Survey on Open Information Extraction
Neural Open Information Extraction

https://github.com/google/categorybuilder
Robust Handling of Polysemy via Sparse Representations
Text Classification with Few Examples using Controlled Generalization

https://github.com/WorksApplications/Sudachi
Sudachi: a Japanese Tokenizer for Business

https://github.com/cbaziotis/ntua-slp-semeval2018
THU-HCSI at SemEval-2019 Task 3: Hierarchical Ensemble Classification of Contextual Emotion in Conversation

https://github.com/UCSM-DUE/IWG_
Datasets of Slovene and Croatian Moderated News Comments

https://github.com/
IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations
Findings of the Third Shared Task on Multimodal Machine Translation
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems
Improved CCG Parsing with Semi-supervised Supertagging
One Representation per Word - Does it make Sense for Composition?
Neural Associative Memory for Dual-Sequence Modeling
Towards a Description of Symbolic Maps
Comparing Character-level Neural Language Models Using a Lexical Decision Task
A Generative Parser with a Discriminative Recognition Algorithm
Adapting SimpleNLG to Galician language
Boosting Transition-based AMR Parsing with Refined Actions and Auxiliary Analyzers
IUCM at SemEval-2018 Task 11: Similar-Topic Texts as a Comprehension Knowledge Source
Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance
BanditSum: Extractive Summarization as a Contextual Bandit
EmpiriST: AIPHES - Robust Tokenization and POS-Tagging for Different Genres
Investigating Redundancy in Emoji Use: Study on a Twitter Based Corpus
Multiplicative Tree-Structured Long Short-Term Memory Networks for Semantic Representations
The Helsinki Neural Machine Translation System
Telling Stories with Soundtracks: An Empirical Analysis of Music in Film
Evaluation of a Sequence Tagging Tool for Biomedical Texts
Multi-task dialog act and sentiment recognition on Mastodon
Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces
Relating semantic similarity and semantic association to how humans label other people
Combining Off-the-shelf Grammar and Spelling Tools for the Automatic Evaluation of Scientific Writing (AESW) Shared Task 2016
WING-NUS at SemEval-2017 Task 10: Keyphrase Extraction and Classification as Joint Sequence Labeling
On Generating Characteristic-rich Question Sets for QA Evaluation
Comparative Studies of Detecting Abusive Language on Twitter
A* CCG Parsing with a Supertag-factored Model
Sense Anaphoric Pronouns: Am I One?
A Retrospective Analysis of the Fake News Challenge Stance-Detection Task
DLIREC: Aspect Term Extraction and Term Polarity Classification System
Addressing the MFS Bias in WSD systems
A Simple yet Effective Joint Training Method for Cross-Lingual Universal Dependency Parsing
DUEL: A Multi-lingual Multimodal Dialogue Corpus for Disfluency, Exclamations and Laughter
Findings of the VarDial Evaluation Campaign 2017
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-Based Sentiment Analysis
Retrofitting Word Vectors to Semantic Lexicons
Praaline: An Open-Source System for Managing, Annotating, Visualising and Analysing Speech Corpora
LIG-CRIStAL Submission for the WMT 2017 Automatic Post-Editing Task
Unsupervised Cross-lingual Transfer of Word Embedding Spaces
Analyzing the Behavior of Visual Question Answering Models
Reference-less Measure of Faithfulness for Grammatical Error Correction
Sentibase: Sentiment Analysis in Twitter on a Budget
Bridging the gap between extractive and abstractive summaries: Creation and evaluation of coherent extracts from heterogeneous sources
Annotating Speech, Attitude and Perception Reports
Automated Generation of Test Suites for Error Analysis of Concept Recognition Systems
Literal, Metphorical or Both? Detecting Metaphoricity in Isolated Adjective-Noun Phrases
Ensembling Factored Neural Machine Translation Models for Automatic Post-Editing and Quality Estimation
Dealing with word-internal modification and spelling variation in data-driven lemmatization
Improving Discourse Relation Projection to Build Discourse Annotated Corpora
Universal Dependency Parsing for Hindi-English Code-Switching
So similar and yet incompatible: Toward the automated identification of semantically compatible words
Improving End-to-End Memory Networks with Unified Weight Tying
An Incremental Parser for Abstract Meaning Representation
UCL+Sheffield at SemEval-2016 Task 8: Imitation learning for AMR parsing with an alpha-bound
N-ary Relation Extraction using Graph-State LSTM
Uncertainty-aware generative models for inferring document class prevalence
FonBund: A Library for Combining Cross-lingual Phonological Segment Data
MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models
MalwareTextDB: A Database for Annotated Malware Articles
Expanding Abbreviations in a Strongly Inflected Language: Are Morphosyntactic Tags Sufficient?
The Importance of Being Recurrent for Modeling Hierarchical Structure
Identification and Verification of Simple Claims about Statistical Properties
Document Modeling with External Attention for Sentence Extraction
DebugSL: An Interactive Tool for Debugging Sentiment Lexicons
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs
Neural Networks for Open Domain Targeted Sentiment
Syntax for Semantic Role Labeling, To Be, Or Not To Be
Learning Robust Representations of Text
Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification
Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation
Nonparametric Spherical Topic Modeling with Word Embeddings
Findings of the WMT 2017 Biomedical Translation Shared Task
Increasing Argument Annotation Reproducibility by Using Inter-annotator Agreement to Improve Guidelines
An Unsupervised Method for Uncovering Morphological Chains
Improving Black-box Speech Recognition using Semantic Parsing
Deep Reinforcement Learning with a Natural Language Action Space
Dialog State Tracking using Conditional Random Fields
Examining Temporality in Document Classification
Meaning_space at SemEval-2018 Task 10: Combining explicitly encoded knowledge with information extracted from word embeddings
Confidence Modeling for Neural Semantic Parsing
Global Relation Embedding for Relation Extraction
Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema
Initializing Convolutional Filters with Semantic Features for Text Classification
A Neural Layered Model for Nested Named Entity Recognition
Bi-Directional Neural Machine Translation with Synthetic Parallel Data
Simple Large-scale Relation Extraction from Unstructured Text
TopicRank: Graph-Based Topic Ranking for Keyphrase Extraction
bwbaugh : Hierarchical sentiment analysis with partial self-training
Colorless Green Recurrent Networks Dream Hierarchically
Edit Categories and Editor Role Identification in Wikipedia
CUAB: Supervised Learning of Disorders and their Attributes using Relations
All Roads Lead to UD: Converting Stanford and Penn Parses to English Universal Dependencies with Multilayer Annotations
Targeted Syntactic Evaluation of Language Models
Data Augmentation via Dependency Tree Morphing for Low-Resource Languages
The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task
The TALP-UPC Machine Translation Systems for WMT18 News Shared Translation Task
A Large Multilingual and Multi-domain Dataset for Recommender Systems
TF-LM: TensorFlow-based Language Modeling Toolkit
Learning Distributed Representations of Texts and Entities from Knowledge Base
On the Challenges of Translating NLP Research into Commercial Products
Think Visually: Question Answering through Virtual Imagery
An Impact Analysis of Features in a Classification Approach to Irony Detection in Product Reviews
Fast and Accurate Unlexicalized Parsing via Structural Annotations
Mapping natural language commands to web elements
Psycholinguistic Models of Sentence Processing Improve Sentence Readability Ranking
Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary Information
Active learning for sense annotation
Towards the Use of Deep Reinforcement Learning with Global Policy for Query-based Extractive Summarisation
Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing
Generalizing Word Embeddings using Bag of Subwords
AUTOMATED TRANSLATION OF A LITERARY WORK: A PILOT STUDY
Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction
Learning Typed Entailment Graphs with Global Soft Constraints
Igevorse at SemEval-2018 Task 10: Exploring an Impact of Word Embeddings Concatenation for Capturing Discriminative Attributes
Experiments with Convolutional Neural Networks for Multi-Label Authorship Attribution
Learning to Parse and Translate Improves Neural Machine Translation
A prototype finite-state morphological analyser for Chukchi
Joining Hands: Exploiting Monolingual Treebanks for Parsing of Code-mixing Data
Resolving References to Objects in Photographs using the Words-As-Classifiers Model
ICE: Idiom and Collocation Extractor for Research and Education
evision PDF of 'Luminoso at SemEval-2018 Task 10: Distinguishing Attributes Using Text Corpora and Relational Knowledge
An Embedding Model for Predicting Roll-Call Votes
Unsupervised Context-Sensitive Spelling Correction of Clinical Free-Text with Word and Character N-Gram Embeddings
Ontology alignment in the biomedical domain using entity definitions and context
AMR Parsing with an Incremental Joint Model
Analyzing Pre-processing Settings for Urdu Single-document Extractive Summarization
Learning to Ask: Neural Question Generation for Reading Comprehension
Event versus entity co-reference: Effects of context and form of referring expression
Using idiolects and sociolects to improve word prediction
A Tree-based Decoder for Neural Machine Translation
Measuring the Evolution of a Scientific Field through Citation Frames
Keyphrase Generation with Correlation Constraints
Learning What’s Easy: Fully Differentiable Neural Easy-First Taggers
Neural Architectures for Named Entity Recognition
Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages
BLEU is Not Suitable for the Evaluation of Text Simplification
TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering
Coherence-Aware Neural Topic Modeling
Can We Create a Tool for General Domain Event Analysis?
Generating Informative Responses with Controlled Sentence Function
Entity Linking for Spoken Language
Comparison of Grapheme-to-Phoneme Conversion Methods on a Myanmar Pronunciation Dictionary
Universal Dependencies for Greek
A Fast Unified Model for Parsing and Sentence Understanding
Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics
Rule induction for global explanation of trained models
Adding Semantic Relations to a Large-Coverage Connective Lexicon of German
Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech
KnowYourNyms? A Game of Semantic Relationships
Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance
Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension
ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents
Native Language Cognate Effects on Second Language Lexical Choice
Indra: A Word Embedding and Semantic Relatedness Server
Semi-Autoregressive Neural Machine Translation
Text Annotation Graphs: Annotating Complex Natural Language Phenomena
CLUZH at VarDial GDI 2017: Testing a Variety of Machine Learning Tools for the Classification of Swiss German Dialects
OCR Post-Correction Evaluation of Early Dutch Books Online - Revisited
LeBLEU: N-gram-based Translation Evaluation Score for Morphologically Complex Languages
Integrating Transformer and Paraphrase Rules for Sentence Simplification
UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing
Evaluation of distributional semantic models: a holistic approach
Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics
Supersense tagging for Danish
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines
What do Neural Machine Translation Models Learn about Morphology?
Onto.PT: recent developments of a large public domain Portuguese wordnet
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
Experiments with Universal CEFR Classification
Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing
Supervised and Unsupervised Methods for Robust Separation of Section Titles and Prose Text in Web Documents
Neural Net Models of Open-domain Discourse Coherence
Attentive Interaction Model: Modeling Changes in View in Argumentation
Copenhagen at CoNLL–SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding
Automatically Tagging Constructions of Causation and Their Slot-Fillers
Exploiting Debate Portals for Semi-Supervised Argumentation Mining in User-Generated Web Discourse
Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning
A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models
Overview of the DSL Shared Task 2015
Deep Generative Model for Joint Alignment and Word Representation
Neural Networks For Negation Scope Detection
SimpleNLG-IT: adapting SimpleNLG to Italian
Resources for building applications with Dependency Minimal Recursion Semantics
Morphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource Settings
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package
Edinburgh Neural Machine Translation Systems for WMT 16
Improving Hate Speech Detection with Deep Learning Ensembles
EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks
End-to-End System for Bacteria Habitat Extraction
RIGOTRIO at SemEval-2017 Task 9: Combining Machine Learning and Grammar Engineering for AMR Parsing and Generation
The Effect of Multiple Grammatical Errors on Processing Non-Native Writing
The E2E Dataset: New Challenges For End-to-End Generation
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks
An Initial Test Collection for Ranked Retrieval of SMS Conversations
CNN for Text-Based Multiple Choice Question Answering
Multi-source synthetic treebank creation for improved cross-lingual dependency parsing
A Neural Network Architecture for Multilingual Punctuation Generation
LIS at SemEval-2018 Task 2: Mixing Word Embeddings and Bag of Features for Multilingual Emoji Prediction
What It Takes to Achieve 100% Condition Accuracy on WikiSQL
The ParisNLP entry at the ConLL UD Shared Task 2017: A Tale of a #ParsingTragedy
ULISBOA at SemEval-2017 Task 12: Extraction and classification of temporal expressions and events
Weakly-supervised text-to-speech alignment confidence measure
Do We Really Need All Those Rich Linguistic Features? A Neural Network-Based Approach to Implicit Sense Labeling
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager
evision PDF of 'The Fact Extraction and VERification (FEVER) Shared Task
Jabberwocky Parsing: Dependency Parsing with Lexical Noise
Benchmarking Joint Lexical and Syntactic Analysis on Multiword-Rich Data
UniTN End-to-End Discourse Parser for CoNLL 2016 Shared Task
Opinion Recommendation Using A Neural Model
Slot-Gated Modeling for Joint Slot Filling and Intent Prediction
Learning Embeddings to lexicalise RDF Properties
Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data
An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation
The Circumstantial Event Ontology (CEO) and ECB+/CEO: an Ontology and Corpus for Implicit Causal Relations between Events
Towards Understanding Text Factors in Oral Reading
Parsing with Context Embeddings
Deconvolutional Time Series Regression: A Technique for Modeling Temporally Diffuse Effects
EELECTION at SemEval-2017 Task 10: Ensemble of nEural Learners for kEyphrase ClassificaTION
Diachrony-aware Induction of Binary Latent Representations from Typological Features
The ACoLi CoNLL Libraries: Beyond Tab-Separated Values
Text Completion using Context-Integrated Dependency Parsing
Towards Understanding the Geometry of Knowledge Graph Embeddings
Sentence Alignment Methods for Improving Text Simplification Systems
A Parallel Recurrent Neural Network for Language Modeling with POS Tags
Learning to refine text based recommendations
Efficient Online Summarization of Microblogging Streams
Phonetically Balanced Code-Mixed Speech Corpus for Hindi-English Automatic Speech Recognition
Learning Structured Natural Language Representations for Semantic Parsing
LightRel at SemEval-2018 Task 7: Lightweight and Fast Relation Classification
Understanding Back-Translation at Scale
The Promise of Premise: Harnessing Question Premises in Visual Question Answering
Unsupervised Semantic Abstractive Summarization
Head-Lexicalized Bidirectional Tree LSTMs
DLS@CU: Sentence Similarity from Word Alignment and Semantic Vector Composition
evision PDF of 'The ACL Anthology: Current State and Future Directions
An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective
The Road to Success: Assessing the Fate of Linguistic Innovations in Online Communities
YEDDA: A Lightweight Collaborative Text Span Annotation Tool
EstNLTK - NLP Toolkit for Estonian
DL Team at SemEval-2018 Task 1: Tweet Affect Detection using Sentiment Lexicons and Embeddings
NICT’s Corpus Filtering Systems for the WMT18 Parallel Corpus Filtering Task
A Transition-Based Directed Acyclic Graph Parser for UCCA
OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models
Predicting Audience’s Laughter During Presentations Using Convolutional Neural Network
ICL-HD at SemEval-2016 Task 8: Meaning Representation Parsing - Augmenting AMR Parsing with a Preposition Semantic Role Labeling Neural Network
A Corpus for Multilingual Document Classification in Eight Languages
Multi-Hop Knowledge Graph Reasoning with Reward Shaping
Multi-Model and Crosslingual Dependency Analysis
The Labeled Segmentation of Printed Books
Using Monolingual Data in Neural Machine Translation: a Systematic Study
A Unified Syntax-aware Framework for Semantic Role Labeling
Querying Word Embeddings for Similarity and Relatedness
Learning to Remember Translation History with a Continuous Cache
Leveraging Newswire Treebanks for Parsing Conversational Data with Argument Scrambling
RECIPE: Applying Open Domain Question Answering to Privacy Policies
Effective Feature Integration for Automated Short Answer Scoring
Redundancy Localization for the Conversationalization of Unstructured Responses
SimpleNLG-ZH: a Linguistic Realisation Engine for Mandarin
SemEval-2017 Task 9: Abstract Meaning Representation Parsing and Generation
200K+ Crowdsourced Political Arguments for a New Chilean Constitution
SimiHawk at SemEval-2016 Task 1: A Deep Ensemble System for Semantic Textual Similarity
Gated Word-Character Recurrent Language Model
Defoiling Foiled Image Captions
A CUP of CoFee: A large Collection of feedback Utterances Provided with communicative function annotations
Iterative development of family history annotation guidelines using a synthetic corpus of clinical text
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement
Bag-of-Words as Target for Neural Machine Translation
Unsupervised Sentence Compression using Denoising Auto-Encoders
The Excitement Open Platform for Textual Inferences
Deep Relevance Ranking Using Enhanced Document-Query Interactions
Learning with Latent Language
A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation
Unsupervised Learning of Morphological Forests
Code-Switching as a Social Act: The Case of Arabic Wikipedia Talk Pages
Please Clap: Modeling Applause in Campaign Speeches
Entity-aware Image Caption Generation
Neural Temporal Relation Extraction
High-risk learning: acquiring new word vectors from tiny data
Privacy-preserving Neural Representations of Text
A Deep Dive into Word Sense Disambiguation with LSTM
Using Stanford Part-of-Speech Tagger for the Morphologically-rich Filipino Language
The RWTH Aachen University Supervised Machine Translation Systems for WMT 2018
Identifying Depression on Reddit: The Effect of Training Data
Transparent, Efficient, and Robust Word Embedding Access with WOMBAT
Automatic Metric Validation for Grammatical Error Correction
A parallel collection of clinical trials in Portuguese and English
Deep contextualized word representations for detecting sarcasm and irony
Recurrent Memory Networks for Language Modeling
Improving Evaluation of Machine Translation Quality Estimation
Identifying Twitter Location Mentions
Scene Graph Parsing as Dependency Parsing
Convolutional Neural Networks with Recurrent Neural Filters
Simplified Dependency Annotations with GFL-Web
Deep Multitask Learning for Semantic Dependency Parsing
Supervised Morphological Segmentation in a Low-Resource Learning Setting using Conditional Random Fields
Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision
Contextual Encoding for Translation Quality Estimation
Dataset for the First Evaluation on Chinese Machine Reading Comprehension
Learning to select data for transfer learning with Bayesian Optimization
A Multi-task Approach for Named Entity Recognition in Social Media Data
Learning to Generate Compositional Color Descriptions
Sentence-State LSTM for Text Representation
Latent Entities Extraction: How to Extract Entities that Do Not Appear in the Text?
Do we need bigram alignment models? On the effect of alignment quality on transduction accuracy in G2P
Learning Neural Templates for Text Generation
NCRF++: An Open-source Neural Sequence Labeling Toolkit
Cipher Type Detection
CATS: A Tool for Customized Alignment of Text Simplification Corpora
Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages?
Context-Free Transductions with Neural Stacks
SETS: Scalable and Efficient Tree Search in Dependency Graphs
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing
UIMA-Based JCoRe 2.0 Goes GitHub and Maven Central ― State-of-the-Art Software Resource Engineering and Distribution of NLP Pipelines
Word Alignment without NULL Words
Generating a Yiddish Speech Corpus, Forced Aligner and Basic ASR System for the AHEYM Project
Systematic Study of Long Tail Phenomena in Entity Linking
A Domain-independent Rule-based Framework for Event Extraction
Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder
Neural Architectures for Fine-grained Entity Type Classification
ELDEN: Improved Entity Linking Using Densified Knowledge Graphs
Greed is Good if Randomized: New Inference for Dependency Parsing
Defining and Counting Phonological Classes in Cross-linguistic Segment Databases
PIC a Different Word: A Simple Model for Lexical Substitution in Context
The WMT’18 Morpheval test suites for English-Czech, English-German, English-Finnish and Turkish-English
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension
A Quantitative Study of Data in the NLP community
Learning Structured Text Representations
IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue Identification
Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification
Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles
Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation
Simple Semi-Supervised POS Tagging
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization
Summarizing Source Code using a Neural Attention Model
Data-driven sentence generation with non-isomorphic trees
Polarity and Intensity: the Two Aspects of Sentiment Analysis
Improving Opinion-Target Extraction with Character-Level Word Embeddings
Pragmatic descriptions of perceptual stimuli
Imagination Improves Multimodal Translation
Testing for Significance of Increased Correlation with Human Judgment
Learning Joint Semantic Parsers from Disjoint Data
Toward an NLG System for Bantu languages: first steps with Runyankore (demo)
Model-based Word Embeddings from Decompositions of Count Matrices
Tree-Stack LSTM in Transition Based Dependency Parsing
Representing General Relational Knowledge in ConceptNet 5
MTNT: A Testbed for Machine Translation of Noisy Text
Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation
Word-Context Character Embeddings for Chinese Word Segmentation
Toward Fast and Accurate Neural Discourse Segmentation
Sensible at SemEval-2016 Task 11: Neural Nonsense Mangled in Ensemble Mess
LingSync & the Online Linguistic Database: New Models for the Collection and Management of Data for Language Communities, Linguists and Language Learners
Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER
SentiME++ at SemEval-2017 Task 4: Stacking State-of-the-Art Classifiers to Enhance Sentiment Classification
An Information-Providing Closed-Domain Human-Agent Interaction Corpus
Pruning Basic Elements for Better Automatic Evaluation of Summaries
Event-Driven Headline Generation
APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning
CRF-LSTM Text Mining Method Unveiling the Pharmacological Mechanism of Off-target Side Effect of Anti-Multiple Myeloma Drugs
Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks
Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing
How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues
Scaling Up Word Clustering
User profiling with geo-located posts and demographic data
Sequence-to-Sequence Learning as Beam-Search Optimization
Combining Global Models for Parsing Universal Dependencies
Multiword Expression Identification with Recurring Tree Fragments and Association Measures
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora
Mama Edha at SemEval-2017 Task 8: Stance Classification with CNN and Rules
Pointing the Unknown Words
Grammatical Error Correction with Neural Reinforcement Learning
Stance Detection with Bidirectional Conditional Encoding
GraphDocExplore: A Framework for the Experimental Comparison of Graph-based Document Exploration Techniques
Phrase-Level Metaphor Identification Using Distributed Representations of Word Meaning
Synthetic Data Made to Order: The Case of Parsing
Better Document-level Sentiment Analysis from RST Discourse Parsing
A surprisingly effective out-of-the-box char2char model on the E2E NLG Challenge dataset
A method for in-depth comparative evaluation: How (dis)similar are outputs of pos taggers, dependency parsers and coreference resolvers really?
Bootstrapping a historical commodities lexicon with SKOS and DBpedia
A Study of Reinforcement Learning for Neural Machine Translation
Shortcut-Stacked Sentence Encoders for Multi-Domain Inference
The VU Sound Corpus: Adding More Fine-grained Annotations to the Freesound Database
Multilingual Word Segmentation: Training Many Language-Specific Tokenizers Smoothly Thanks to the Universal Dependencies Corpus
Commonsense for Generative Multi-Hop Question Answering Tasks
Learning Sentiment Memories for Sentiment Modification without Parallel Data
community2vec: Vector representations of online communities encode semantic relationships
Building an Ellipsis-aware Chinese Dependency Treebank for Web Text
Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension
How to Train good Word Embeddings for Biomedical NLP
Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task
Concept-Map-Based Multi-Document Summarization using Concept Coreference Resolution and Global Importance Optimization
Latent Domain Translation Models in Mix-of-Domains Haystack
MoRS at SemEval-2017 Task 3: Easy to use SVM in Ranking Tasks
The Web as a Knowledge-Base for Answering Complex Questions
Proposed Method for Annotation of Scientific Arguments in Terms of Semantic Relations and Argument Schemes
Neural Response Generation via GAN with an Approximate Embedding Layer
Entity Tracking Improves Cloze-style Reading Comprehension
Quality Estimation with Force-Decoded Attention and Cross-lingual Embeddings
A Transition-based Model for Joint Segmentation, POS-tagging and Normalization
Use Generalized Representations, But Do Not Forget Surface Features
Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention
Abstract Meaning Representation for Paraphrase Detection
Learning how to Active Learn: A Deep Reinforcement Learning Approach
The Interplay of Semantics and Morphology in Word Embeddings
Commonsense Justification for Action Explanation
Multimodal Topic Labelling
Computational analysis of Gondi dialects
These are not the Stereotypes You are Looking For: Bias and Fairness in Authorial Gender Attribution
Reproducing and Regularizing the SCRN Model
bot.zen @ EmpiriST 2015 - A minimally-deep learning PoS-tagger (trained for German CMC and Web data)
The First Komi-Zyrian Universal Dependencies Treebanks
Topical Coherence in LDA-based Models through Induced Segmentation
Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing
Cross-Pair Text Representations for Answer Sentence Selection
Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study
Cross-domain Semantic Parsing via Paraphrasing
Character-level Chinese-English Translation through ASCII Encoding
ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling
Retrieval-Based Neural Code Generation
High-Order Low-Rank Tensors for Semantic Role Labeling
Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations
The UniTN Discourse Parser in CoNLL 2015 Shared Task: Token-level Sequence Labeling with Argument-specific Models
Reading Wikipedia to Answer Open-Domain Questions
A Snapshot of NLG Evaluation Practices 2005 - 2014
Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback
Rational Recurrences
Some of Them Can be Guessed! Exploring the Effect of Linguistic Context in Predicting Quantifiers
RACE: Large-scale ReAding Comprehension Dataset From Examinations
A Data-Oriented Model of Literary Language
Implicit Argument Prediction with Event Knowledge
CANE: Context-Aware Network Embedding for Relation Modeling
Enriching ASR Lattices with POS Tags for Dependency Parsing
Sarcasm Analysis Using Conversation Context
Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource
The LODeXporter: Flexible Generation of Linked Open Data Triples from NLP Frameworks for Automatic Knowledge Base Construction
Classical Structured Prediction Losses for Sequence to Sequence Learning
DialSQL: Dialogue Based Structured Query Generation
Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components
RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses
Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Challenges in Data-to-Document Generation
This before That: Causal Precedence in the Biomedical Domain
A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification
Exploring Neural Text Simplification Models
Multi-task learning for interpretable cause of death classification using key phrase prediction
Language Identification and Modeling in Specialized Hardware
UWB at SemEval-2018 Task 10: Capturing Discriminative Attributes from Word Distributions
ParFDA for Fast Deployment of Accurate Statistical Machine Translation Systems, Benchmarks, and Statistics
Low-Rank Tensors for Scoring Dependency Structures
Comparison between historical population archives and decentralized databases
Joint Lemmatization and Morphological Tagging with Lemming
A Fast and Accurate Vietnamese Word Segmenter
Why We Need New Evaluation Metrics for NLG
Olive Oil is Made of Olives, Baby Oil is Made for Babies: Interpreting Noun Compounds Using Paraphrases in a Neural Model
Cheating a Parser to Death: Data-driven Cross-Treebank Annotation Transfer
Abstract Syntax Networks for Code Generation and Semantic Parsing
Richer Interpolative Smoothing Based on Modified Kneser-Ney Language Modeling
The Influence of Spelling Errors on Content Scoring Performance
Named Entity Disambiguation for Noisy Text
Bridging CNNs, RNNs, and Weighted Finite-State Machines
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning
FOIL it! Find One mismatch between Image and Language caption
DBpedia: A Multilingual Cross-domain Knowledge Base
A Comparison of Machine Translation Paradigms for Use in Black-Box Fuzzy-Match Repair
Neural Networks for Multi-Word Expression Detection
Ultra-Fine Entity Typing
Joint A* CCG Parsing and Semantic Role Labelling
Simple Queries as Distant Labels for Predicting Gender on Twitter
To normalize, or not to normalize: The impact of normalization on Part-of-Speech tagging
A Synchronous Context Free Grammar for Time Normalization
Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains
ConStance: Modeling Annotation Contexts to Improve Stance Classification
GRaSP: A Multilayered Annotation Scheme for Perspectives
Introducing a web application for labeling, visualizing speech and correcting derived speech signals
Learning to Describe Differences Between Pairs of Similar Images
Simple Recurrent Units for Highly Parallelizable Recurrence
Exploiting Document Knowledge for Aspect-level Sentiment Classification
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task
NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter
Strawman: An Ensemble of Deep Bag-of-Ngrams for Sentiment Analysis
EMR Coding with Semi-Parametric Multi-Head Matching Networks
Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations
Reusing Weights in Subword-Aware Neural Language Models
A Melody-Conditioned Lyrics Language Model
Exploring Neural Methods for Parsing Discourse Representation Structures
TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification
Semi-supervised User Geolocation via Graph Convolutional Networks
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling
Adaptive Document Retrieval for Deep Question Answering
Pragmatically Informative Image Captioning with Character-Level Inference
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags
Producing Monolingual and Parallel Web Corpora at the Same Time - SpiderLing and Bitextor’s Love Affair
On Evaluating the Generalization of LSTM Models in Formal Languages
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations
Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem
The MeMAD Submission to the WMT18 Multimodal Translation Task
Making Dependency Labeling Simple, Fast and Accurate
ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing
Data Driven Grammatical Error Detection in Transcripts of Children’s Speech
Comparing Apples to Apple: The Effects of Stemmers on Topic Models
Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension
A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling
Continuous N-gram Representations for Authorship Attribution
The Negochat Corpus of Human-agent Negotiation Dialogues
Attentive Language Models
Authorship Attribution with Convolutional Neural Networks and POS-Eliding
Optimizing Differentiable Relaxations of Coreference Evaluation Metrics
Improving Neural Translation Models with Linguistic Factors
Aspect-augmented Adversarial Networks for Domain Adaptation
Linear-time Constituency Parsing with RNNs and Dynamic Programming
Sanskrit Word Segmentation Using Character-level Recurrent and Convolutional Neural Networks
Linguistic Understanding of Complaints and Praises in User Reviews
Stock Movement Prediction from Tweets and Historical Prices
Interpersonal Relationship Labels for the CALLHOME Corpus
Examining the Relationship between Preordering and Word Order Freedom in Machine Translation
The Referential Reader: A Recurrent Entity Network for Anaphora Resolution
Leveraging Local and Global Patterns for Self-Attention Networks
Sentiment Analysis Is Not Solved! Assessing and Probing Sentiment Classification
Annotating and analyzing the interactions between meaning relations
At the Lower End of Language—Exploring the Vulgar and Obscene Side of German
Neural Architectures for Nested NER through Linearization
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference
Structural Neural Encoders for AMR-to-text Generation
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension
Fill the GAP: Exploiting BERT for Pronoun Resolution
Improving Multi-turn Dialogue Modelling with Utterance ReWriter
A Modular Tool for Automatic Summarization
Universal dependencies for Scottish Gaelic: syntax
What Does BERT Look at? An Analysis of BERT’s Attention
Comparison of Diverse Decoding Methods from Conditional Language Models
Structured Minimally Supervised Learning for Neural Relation Extraction
UCAM Biomedical Translation at WMT19: Transfer Learning Multi-domain Ensembles
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization
Subword Encoding in Lattice LSTM for Chinese Word Segmentation
Shrinking Japanese Morphological Analyzers With Neural Networks and Semi-supervised Learning
Deep Dominance - How to Properly Compare Deep Neural Models
Semi-supervised Domain Adaptation for Dependency Parsing
A Neural, Interactive-predictive System for Multimodal Sequence to Sequence Tasks
Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling
Answer-based Adversarial Training for Generating Clarification Questions
Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference
Unsupervised Learning of PCFGs with Normalizing Flow
A Multiscale Visualization of Attention in the Transformer Model
The University of Helsinki Submission to the WMT19 Parallel Corpus Filtering Task
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling
Learning Outside the Box: Discourse-level Features Improve Metaphor Identification
Erroneous data generation for Grammatical Error Correction
Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks
Char-RNN for Word Stress Detection in East Slavic Languages
Content Differences in Syntactic and Semantic Representation
A Prism Module for Semantic Disentanglement in Name Entity Recognition
Simulating Spanish-English Code-Switching: El Modelo Está Generating Code-Switches
Stop PropagHate at SemEval-2019 Tasks 5 and 6: Are abusive language classification results reproducible?
Domain Adaptation of Neural Machine Translation by Lexicon Induction
Improving Robustness of Machine Translation with Synthetic Noise
Treat the Word As a Whole or Look Inside? Subword Embeddings Model Language Change and Typology
The limits of Spanglish?
Turkish Treebanking: Unifying and Constructing Efforts
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension
GKR: Bridging the Gap between Symbolic/structural and Distributional Meaning Representations
SWAP at SemEval-2019 Task 3: Emotion detection in conversations through Tweets, CNN and LSTM deep neural networks
Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering
Unsupervised Induction of Ukrainian Morphological Paradigms for the New Lexicon: Extending Coverage for Named Entities and Neologisms using Inflection Tables and Unannotated Corpora
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence
Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies
Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions
Data-efficient Neural Text Compression with Interactive Learning
Effective Adversarial Regularization for Neural Machine Translation
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Learning to Predict Novel Noun-Noun Compounds
Adversarial Training for Weakly Supervised Event Detection
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges
Quantifying Similarity between Relations with Fact Distribution
The University of Helsinki Submissions to the WMT19 Similar Language Translation Task
VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions
Attention Guided Graph Convolutional Networks for Relation Extraction
Ilfhocail: A Lexicon of Irish MWEs
Interpretable Neural Predictions with Differentiable Binary Variables
A Partially Rule-Based Approach to AMR Generation
Geolocating Political Events in Text
Who Sides with Whom? Towards Computational Construction of Discourse Networks for Political Debates
A Large-Scale Comparison of Historical Text Normalization Systems
A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification
Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in Video
CODAH: An Adversarially-Authored Question Answering Dataset for Common Sense
Distant Learning for Entity Linking with Automatic Noise Detection
Analyzing Linguistic Complexity and Accuracy in Academic Language Development of German across Elementary and Secondary School
PaperRobot: Incremental Draft Generation of Scientific Ideas
Measuring the perceptual availability of phonological features during language acquisition using unsupervised binary stochastic autoencoders
Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction
RankQA: Neural Question Answering with Answer Re-Ranking
Neural Response Generation with Meta-words
Generating Animations from Screenplays
Sequential Attention with Keyword Mask Model for Community-based Question Answering
Multilingual segmentation based on neural networks and pre-trained word embeddings
Transfer Capsule Network for Aspect Level Sentiment Classification
SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking
This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation
Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction
MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding
Sequence Labeling Parsing by Learning across Representations
Customizing Grapheme-to-Phoneme System for Non-Trivial Transcription Problems in Bangla Language
Generalized Data Augmentation for Low-Resource Translation
Sparse Sequence-to-Sequence Models
Unsupervised Question Answering by Cloze Translation
Finding Hierarchical Structure in Neural Stacks Using Unsupervised Parsing
Detecting Subevents using Discourse and Narrative Features
Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing
Semantic Change and Emerging Tropes In a Large Corpus of New High German Poetry
Is It Worth the Attention? A Comparative Evaluation of Attention Layers for Argument Unit Segmentation
Word-order Biases in Deep-agent Emergent Communication
Strategies for Structuring Story Generation
Neural Text Simplification of Clinical Letters with a Domain Specific Phrase Table
GCN-Sem at SemEval-2019 Task 1: Semantic Parsing using Graph Convolutional and Recurrent Neural Networks
Is Attention Interpretable?
Neural Arabic Question Answering
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems
Numbers Normalisation in the Inflected Languages: a Case Study of Polish
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
Using Word Embeddings to Examine Gender Bias in Dutch Newspapers, 1950-1990
Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation
Relation Discovery with Out-of-Relation Knowledge Base as Supervision
Analyzing the Structure of Attention in a Transformer Language Model
IT–IST at the SIGMORPHON 2019 Shared Task: Sparse Two-headed Models for Inflection
StRE: Self Attentive Edit Quality Prediction in Wikipedia
Second-Order Semantic Dependency Parsing with End-to-End Neural Networks
A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and Domains
BAM! Born-Again Multi-Task Networks for Natural Language Understanding
Multi-hop Reading Comprehension through Question Decomposition and Rescoring
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets
Evaluating Recurrent Neural Network Explanations
Pay “Attention” to your Context when Classifying Abusive Language
Learning Hierarchical Discourse-level Structure for Fake News Detection
Large Dataset and Language Model Fun-Tuning for Humor Recognition
MCScript2.0: A Machine Comprehension Corpus Focused on Script Events and Participants
Categorizing and Inferring the Relationship between the Text and Image of Twitter Posts
Building a Production Model for Retrieval-Based Chatbots
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings
Learning to Select, Track, and Generate for Data-to-Text
The Language of Legal and Illegal Activity on the Darknet
Cross-Domain NER using Cross-Domain Language Modeling
ELI5: Long Form Question Answering
Temporal and Aspectual Entailment
Target Based Speech Act Classification in Political Campaign Text
A Benchmark Corpus of English Misspellings and a Minimally-supervised Model for Spelling Correction
Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting
Zero-Shot Cross-Lingual Opinion Target Extraction
Do You Know That Florence Is Packed with Visitors? Evaluating State-of-the-art Models of Speaker Commitment
AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text
Literary Event Detection
Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems
CUNI–Malta system at SIGMORPHON 2019 Shared Task on Morphological Analysis and Lemmatization in context: Operation-based word formation
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering
Code-switching in Irish tweets: A preliminary analysis
Sentence Length
BERT Rediscovers the Classical NLP Pipeline
HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings
SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition
Context Dependent Semantic Parsing over Temporally Structured Data
GLTR: Statistical Detection and Visualization of Generated Text
Exact Hard Monotonic Attention for Character-Level Transduction
Evaluating Gender Bias in Machine Translation
Initial Experiments In Cross-Lingual Morphological Analysis Using Morpheme Segmentation
News Article Teaser Tweets and How to Generate Them
Strong and Simple Baselines for Multimodal Utterance Embeddings
Evaluation of Scientific Elements for Text Similarity in Biomedical Publications
Structural Scaffolds for Citation Intent Classification in Scientific Publications
Second-order Co-occurrence Sensitivity of Skip-Gram with Negative Sampling
Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge
Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling
What You Say and How You Say It Matters: Predicting Stock Volatility Using Verbal and Vocal Cues
Improving Robustness of Neural Machine Translation with Multi-task Learning
Questions in Dependent Type Semantics
fairseq: A Fast, Extensible Toolkit for Sequence Modeling
Fine-Grained Entity Typing in Hyperbolic Space
Mining Discourse Markers for Unsupervised Sentence Representation Learning
Open Domain Event Extraction Using Neural Latent Variable Models
NELEC at SemEval-2019 Task 3: Think Twice Before Going Deep
Online abuse detection: the value of preprocessing and neural attention models
Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation
A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer
You Write like You Eat: Stylistic Variation as a Predictor of Social Stratification
Columbia at SemEval-2019 Task 7: Multi-task Learning for Stance Classification and Rumour Verification
Open Sesame: Getting inside BERT’s Linguistic Knowledge
TOI-CNN: a Solution of Information Extraction on Chinese Insurance Policy
MITRE at SemEval-2019 Task 5: Transfer Learning for Multilingual Hate Speech Detection
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings
Learning to Explain: Answering Why-Questions via Rephrasing
Whodunnit? Crime Drama as a Case for Natural Language Understanding
Plain English Summarization of Contracts
Using OntoLex-Lemon for Representing and Interlinking German Multiword Expressions in OdeNet and MMORPH
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation
Competence-based Curriculum Learning for Neural Machine Translation
Learning to Discover, Ground and Use Words with Segmental Neural Language Models
Food-Related Sentiment Analysis for Cantonese
Learning How to Active Learn by Dreaming
Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign Debates
Asking the Right Question: Inferring Advice-Seeking Intentions from Personal Narratives
Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition
Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects
An Imitation Learning Approach to Unsupervised Parsing
DBMS-KU at SemEval-2019 Task 9: Exploring Machine Learning Approaches in Classifying Text as Suggestion or Non-Suggestion
Measuring Bias in Contextualized Word Representations
Towards Robust Named Entity Recognition for Historic German
DisSent: Learning Sentence Representations from Explicit Discourse Relations
Measuring the Compositionality of Noun-Noun Compounds over Time
Sentence Centrality Revisited for Unsupervised Summarization
A General-Purpose Annotation Model for Knowledge Discovery: Case Study in Spanish Clinical Text
Analyzing Linguistic Differences between Owner and Staff Attributed Tweets
NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution
Segmentation of Argumentative Texts with Contextualised Word Representations
Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation
Merge and Label: A Novel Neural Network Architecture for Nested NER
Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network
Dynamically Fused Graph Network for Multi-hop Reasoning
SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA
The University of Helsinki Submissions to the WMT19 News Translation Task
A Report on the Third VarDial Evaluation Campaign
Neural Coreference Resolution with Limited Lexical Context and Explicit Mention Detection for Oral French
Self-Supervised Learning for Contextualized Extractive Summarization
Semantically Constrained Multilayer Annotation: The Case of Coreference
SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling
Syntax-aware Semantic Role Labeling without Parsing
Recursive Subtree Composition in LSTM-Based Dependency Parsing
Training Data Augmentation for Context-Sensitive Neural Lemmatizer Using Inflection Tables and Raw Text
Improving American Sign Language Recognition with Synthetic Data
Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Topic Labels
Soft Contextual Data Augmentation for Neural Machine Translation
Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary Detection
On the Realization of Compositionality in Neural Networks
Bootstrapping a Natural Language Interface to a Cyber Security Event Collection System using a Hybrid Translation Approach
CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech
UU_TAILS at MEDIQA 2019: Learning Textual Entailment in the Medical Domain
Unsupervised Extraction of Partial Translations for Neural Machine Translation
Word Embeddings (Also) Encode Human Personality Stereotypes
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks
Selective Attention for Context-aware Neural Machine Translation
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes
A Lightweight Recurrent Network for Sequence Modeling
Regression or classification? Automated Essay Scoring for Norwegian
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing
Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language
Unsupervised Topic-Specific Domain Dependency Graphs for Aspect Identification in Sentiment Analysis
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems
Cross-Lingual Lemmatization and Morphology Tagging with Two-Stage Multilingual BERT Fine-Tuning
Modeling Paths for Explainable Knowledge Base Completion
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
Multi-Source Cross-Lingual Model Transfer: Learning What to Share
A Hybrid Model for Globally Coherent Story Generation
Entity Recognition at First Sight: Improving NER with Eye Movement Information
Text Generation from Knowledge Graphs with Graph Transformers
Early Rumour Detection
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data
Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence Pooling
NRC Parallel Corpus Filtering System for WMT 2019
Bilingual Lexicon Induction through Unsupervised Machine Translation
Suggestion Miner at SemEval-2019 Task 9: Suggestion Detection in Online Forum using Word Graph
Rubric Reliability and Annotation of Content and Argument in Source-Based Argument Essays
Gendered Ambiguous Pronoun (GAP) Shared Task at the Gender Bias in NLP Workshop 2019
Evaluating Discourse in Structured Text Representations
Transfer Learning for Causal Sentence Detection
Relational Word Embeddings
Multi-turn Dialogue Response Generation in an Adversarial Learning Framework
A Corpus for Reasoning about Natural Language Grounded in Photographs
Development of a Universal Dependencies treebank for Welsh
Variation between Different Discourse Types: Literate vs. Oral
Synthetic QA Corpora Generation with Roundtrip Consistency
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification
JHU 2019 Robustness Task System Description
CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology
A Structural Probe for Finding Syntax in Word Representations
Recurrent models and lower bounds for projective syntactic decoding
Team QCRI-MIT at SemEval-2019 Task 4: Propaganda Analysis Meets Hyperpartisan News Detection
What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue

https://github.com/Alveo/alveo-uima
Integrating UIMA with Alveo, a human communication science virtual laboratory

https://github.com/oadams/mam
Phonemic Transcription of Low-Resource Tonal Languages

https://github.com/alex-fonseca/lexfom-
Retrieving Information from the French Lexical Network in RDF/OWL Format

https://github.com/s2m/FUSE
Distributional Semantics in Technicolor

https://github.com/melphi/fakenews-analysis
Automatic and Manual Web Annotations in an Infrastructure to handle Fake News and other Online Media Phenomena

https://github.com/pfnet/optuna
Text Categorization by Learning Predominant Sense of Words as Auxiliary Task

https://github.com/jacobandreas/
Response-based Learning for Grounded Machine Translation

https://github.com/christos-c/
Neural Machine Translation of Low-Resource and Similar Languages with Backtranslation

https://github.com/tdozat/UnstableParser/
Twitter Universal Dependency Parsing for African-American and Mainstream American English

https://github.com/moses-smt/mgiza
Prompsit’s submission to WMT 2018 Parallel Corpus Filtering shared task
Chunk-based Decoder for Neural Machine Translation
Simple and Effective Text Simplification Using Semantic and Neural Methods
BIRA: Improved Predictive Exchange Word Clustering
Faster and Lighter Phrase-based Machine Translation Baseline
Discovery of Discourse-Related Language Contrasts through Alignment Discrepancies in English-German Translation
Unsupervised Bilingual Segmentation using MDL for Machine Translation
Normalizador de Texto para Lingua Portuguesa baseado em Modelo de Linguagem (A Normalizer based on Language Model for Texts in Portuguese)[In Portuguese]
Faster Decoding for Subword Level Phrase-based SMT between Related Languages

https://github.com/cfedermann/wmt16/
Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation

http://jrtom.github.io/jung/
QLUT at SemEval-2017 Task 2: Word Similarity Based on Word Embedding and Knowledge Base

https://github.com/BIU-NLP/word2vecf
Cross-Lingual Pronoun Prediction with Deep Recurrent Neural Networks v2.0
TurkuNLP: Delexicalized Pre-training of Word Embeddings for Dependency Parsing

https://github.com/nyu-dl/dl4mt-tutorial/tree/master/session2
Interactive Attention for Neural Machine Translation
Modeling Coherence for Neural Machine Translation with Dynamic and Topic Caches
Non-sentential Question Resolution using Sequence to Sequence Learning

https://github.com/slangtech/ru-comps
A Dataset for Noun Compositionality Detection for a Slavic Language

https://github.com/fginter/dep_
Dep_search: Efficient Search Tool for Large Dependency Parsebanks

https://github.com/LBierkandt/graph-anno
Annotating modals with GraphAnno, a configurable lightweight tool for multi-level annotation
Creating and retrieving tense and aspect annotation with GraphAnno, a lightweight tool for multi-level annotation

https://github.com/LiyuanLucasLiu/LM-LSTM-CRF
Hybrid semi-Markov CRF for Neural Sequence Labeling
Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis

https://github.com/knowitall/openie
Creating a Large Benchmark for Open Information Extraction
More than Word Cooccurrence: Exploring Support and Opposition in International Climate Negotiations with Semantic Parsing
Porting an Open Information Extraction System from English to German
Demonyms and Compound Relational Nouns in Nominal Open IE
Bootstrapping for Numerical Open IE
Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps
Concept-Map-Based Multi-Document Summarization using Concept Coreference Resolution and Global Importance Optimization
Utilizing Automatic Predicate-Argument Analysis for Concept Map Mining

http://knowitall.github.io/ollie/
Multilingual Open Relation Extraction Using Cross-lingual Projection

https://www.github.com/
Substring Frequency Features for Segmentation of Japanese Katakana Words with Unlabeled Corpora
Marrying Universal Dependencies and Universal Morphology
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

https://github.com/lspecia/QualityEstimation
Non-Linear Models for Confidence Estimation

https://github.com/Leonard-Xu/CWE/tree/master/data
Exploiting Word Internal Structures for Generic Chinese Sentence Representation
Multi-Granularity Chinese Word Embedding

https://github.com/statsmaths/cdexplo
Cross-Discourse and Multilingual Exploration of Textual Corpora with the DualNeighbors Algorithm

https://github.com/AdolfVonKleist/Phonetisaurus
Design Challenges in Named Entity Transliteration

https://github.com/ltgoslo/norec
NoReC: The Norwegian Review Corpus

https://github.com/frcchang/zpar/releases/tag/v0.7.5
Measuring the Information Content of Financial News

https://github.com/bitextor/bitextor
Collecting domain specific data for MT: an evaluation of the ParaCrawlpipeline
ParaCrawl: Web-scale parallel corpora for the languages of the EU
Developing a Neural Machine Translation system for Irish

https://github.com/apertium
Machine Translation for Crimean Tatar to Turkish
Apertium-fin-eng–Rule-based Shallow Machine Translation for WMT 2019 Shared Task

https://github.com/yuchenz/tdp_
Neural Ranking Models for Temporal Dependency Structure Parsing
Acquiring Structured Temporal Representation via Crowdsourcing: A Feasibility Study

https://github.com/janelleshane/DnD_
Narrative Generation in the Wild: Methods from NaNoGenMo

https://github.com/clld/phoible/data
FonBund: A Library for Combining Cross-lingual Phonological Segment Data

https://github.com/EdinburghNLP/nematus/
Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention

https://github.com/aizhanti/filtered-
Improving Low-Resource Neural Machine Translation with Filtered Pseudo-Parallel Corpus

https://github.com/moses-smt/mosesdecoder/blob/master/scripts/generic/multi-bleu
Improving Neural Machine Translation by Incorporating Hierarchical Subword Features
An Operation Network for Abstractive Sentence Compression
Double Path Networks for Sequence to Sequence Learning

https://github.com/zhanghainan/ReCoSa
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation

http://tudarmstadt-lt.github.io/taxi
TAXI at SemEval-2016 Task 13: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling

https://github.com/TallChris91/PASS
Template-based multilingual football reports generation using Wikidata as a knowledge base
PASS: A Dutch data-to-text system for soccer, targeted towards specific audiences

https://github.com/vitaka/morph-xpand-smt/blob/master/tags
Dealing with Data Sparseness in SMT with Factured Models and Morphological Expansion: a Case Study on Croatian

https://github.com/fastai/fastai/blob/master/courses/dl2/imdb.ipynb
ColumbiaNLP at SemEval-2019 Task 8: The Answer is Language Model Fine-tuning

http://tudarmstadt-lt.github.io/taxi/
End-to-End Reinforcement Learning for Automatic Taxonomy Induction

https://github.com/malllabiisc/AD3
AD3: Attentive Deep Document Dater

https://github.com/christinschaetzle/
DiaHClust: an Iterative Hierarchical Clustering Approach for Identifying Stages in Language Change

https://github.com/OpenNMT
Neural and rule-based Finnish NLP models—expectations, experiments and experiences

https://github.com/Tariq60/LIAR-PLUS
Where is Your Evidence: Improving Fact-checking by Justification Modeling

https://github.com/dhwajraj/deep-siamese-text-similarity
Neural Network based Extreme Classification and Similarity Models for Product Matching

https://github.com/medeffects/
Construction of a Personal Experience Tweet Corpus for Health Surveillance

https://github.com/sriniiyer/concode
Mapping Language to Code in Programmatic Context

https://github.com/ajbc/capsule
Detecting and Characterizing Events

https://jasonkessler.github.io/st-main.html
Scattertext: a Browser-Based Tool for Visualizing how Corpora Differ

https://github.com/HLTCHKUST/Mem2Seq
Scaling Multi-Domain Dialogue State Tracking via Query Reformulation
Multi-Level Memory for Task Oriented Dialogs
Disentangling Language and Knowledge in Task-Oriented Dialogs
A Working Memory Model for Task-oriented Dialog Response Generation

https://github.com/OpenNMT/Plugins/tree/master/
Embedding English to Welsh MT in a Private Company

http://ghpaetzold.github.io/subimdb
Collecting and Exploring Everyday Language for Predicting Psycholinguistic Properties of Words
Inferring Psycholinguistic Properties of Words

https://github.com/aseveryn/deep-qa
Cross-Pair Text Representations for Answer Sentence Selection

https://github.com/percyliang/brown-cluster
Identifying the L1 of non-native writers: the CMU-Haifa system
Semi-supervised Named Entity Recognition in noisy-text
Lexical Event Ordering with an Edge-Factored Model
Crowdsourcing and annotating NER for Twitter #drift
Embedding Semantic Similarity in Tree Kernels for Domain Adaptation of Relation Extraction
Labeled Grammar Induction with Minimal Supervision
BTG-based Machine Translation with Simple Reordering Model using Structured Perceptron
Quantifying the Language of Schizophrenia in Social Media
EliXa: A Modular and Flexible ABSA Platform
DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features
Linguistic Structured Sparsity in Text Categorization
Understanding and Improving Hidden Representations for Neural Machine Translation
Homograph Disambiguation through Selective Diacritic Restoration

https://github.com/miwieg/lrec2018
Disambiguation of Verbal Shifters

https://github.com/frederick0329/
Learning Character-level Compositionality with Visual Features

https://manikvarma.github.io
Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications

http://github.com/elacin/PDFExtract/
Towards High-Quality Text Stream Extraction from PDF. Technical Background to the ACL 2012 Contributed Task

http://github.com/melsk125/SciCorefCorpus
Corpus for Coreference Resolution on Scientific Papers

https://github.com/theeluwin/pytorch-sgns
ADAPT at SemEval-2018 Task 9: Skip-Gram Word Embeddings for Unsupervised Hypernym Discovery in Specialised Corpora

https://github.com/simplenlg/
Interactive health insight miner: an adaptive, semantic-based approach
SimpleNLG-ZH: a Linguistic Realisation Engine for Mandarin
Going Dutch: Creating SimpleNLG-NL

https://github.com/kpopov94/morpheme_
Evaluation of Morphological Embeddings for English and Russian Languages

https://github.com/Open-NRE
Bootstrapping for Numerical Open IE

https://successar.github
Attention is not Explanation
An Analysis of Attention over Clinical Notes for Predictive Tasks

https://github.com/facebookresearch/MIXER
Neural Semantic Encoders

https://github.com/KMCS-NII/mapPdfToXml
SideNoter: Scholarly Paper Browsing System based on PDF Restructuring and Text Annotation

https://boknilev.github.io/
Analysis Methods in Neural Language Processing: A Survey

https://github.com/KorAP
Access control by query rewriting: the case of KorAP

https://github.com/levguy/talksumm
TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks

https://github.com/Predelnik/DSpellCheck.git
Adverse Drug Event classification of health records using dictionary based pre-processing and machine learning

http://github.com/srijiths/jtopia
new/s/leak – Information Extraction and Visualization for Investigative Data Journalists

https://github.com/GarrettNicolai/DTLM
Joint Approach to Deromanization of Code-mixed Texts

https://github.com/moses-smt/mosesdecoder/blob/master/scripts/recaser/truecase
Improving Neural Machine Translation by Incorporating Hierarchical Subword Features

https://github.com/shuyo/
Analysing domain suitability of a sentiment lexicon by identifying distributionally bipolar words
Ensembles of Classifiers for Cleaning Web Parallel Corpora and Translation Memories
Parallel Global Voices: a Collection of Multilingual Corpora with Citizen Media Stories
A hybrid pipeline of rules and machine learning to filter web-crawled parallel corpora
Lithium NLP: A System for Rich Information Extraction from Noisy User Generated Text on Social Media

https://github.com/hltcoe/parma2
Predicate Argument Alignment using a Global Coherence Model

http://fauconnier.github.io/#data
Bigger does not mean better! We prefer specificity
Assisted Lexical Simplification for French Native Children with Reading Difficulties

https://github.com/Waino/hnmt
Extending hybrid word-character neural machine translation with multi-task learning of morphological analysis

http://ina-foss.github.io/amalia.js/
Speech Trax: A Bottom to the Top Approach for Speaker Tracking and Indexing in an Archiving Context

https://github.com/SemLinker-Team/SemLinker
SemLinker, a Modular and Open Source Framework for Named Entity Discovery and Linking

https://github.com/discourse-lab/
Identifying Explicit Discourse Connectives in German
Constructing a Lexicon of English Discourse Connectives

https://github.com/howardchenhd/
Forest-Based Neural Machine Translation

https://github.com/zalandoresearch/
Neural Architectures for Nested NER through Linearization
A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics
Towards Robust Named Entity Recognition for Historic German
How Well Do Embedding Models Capture Non-compositionality? A View from Multiword Expressions
Segmentation of Argumentative Texts with Contextualised Word Representations

https://github.com/ultimate010/crnn
Combination of Convolutional and Recurrent Neural Network for Sentiment Analysis of Short Texts

https://github.com/demelin/
Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts

https://github.com/allenai/PeerRead
A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications
Transferring Knowledge from Discourse to Arguments: A Case Study with Scientific Abstracts

https://hyperopt.github.io/hyperopt/
ConSSED at SemEval-2019 Task 3: Configurable Semantic and Sentiment Emotion Detector

https://github.com/asoroa/naf_ukb
Improving Word Sense Disambiguation with Linguistic Knowledge from a Sense Annotated Treebank

https://github.com/scottyih/STAGG
Improved Neural Relation Detection for Knowledge Base Question Answering
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering
Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity Categories
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text

https://github.com/qz011/dlef
Document-Level Event Factuality Identification via Adversarial Neural Network

https://github.com/stanfordnlp/spinn;
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference

https://github.com/ymrabet/TextFlow
TextFlow: A Text Similarity Measure based on Continuous Sequences

https://github.com/jkkummerfeld/berkeley-parser-analyser
Does String-Based Neural MT Learn Source Syntax?

https://github.com/inejc/
Simple dynamic word embeddings for mapping perceptions in the public sphere

https://github.com/DoodleJZ/HPSG-Neural-Parser
Head-Driven Phrase Structure Grammar Parsing on Penn Treebank

https://github.com/nunomroliveira/
SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News

http://hackatal.github.io/2016/
You’ll Never Tweet Alone: Building Sports Match Timelines from Microblog Posts

https://github.com/har07/PySastrawi
Multi-label Hate Speech and Abusive Language Detection in Indonesian Twitter

https://github.com/paramitamirza/CATENA/data/
CATENA: CAusal and TEmporal relation extraction from NAtural language texts

https://github.com/eaplatanios/symphony-mt
Contextual Parameter Generation for Universal Neural Machine Translation

https://github.com/allenai/openie-standalone
Analysing Errors of Open Information Extraction Systems
An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling
Neural Open Information Extraction
A Sentence Simplification System for Improving Relation Extraction

https://github.com/TuringTrain/lyrics_
Lyrics Segmentation: Textual Macrostructure Detection using Convolutions

https://github.com/mpsilfve/finer-
Tagging Named Entities in 19th Century and Modern Finnish Newspaper Material with a Finnish Semantic Tagger

https://github.com/yubochen/NBTNGMA4ED
Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms

https://github.com/nusnlp/mlconvgec2018
Controlling Grammatical Error Correction Using Word Edit Rate

https://github.com/laurejt/authorless-tms
Authorless Topic Models: Biasing Models Away from Known Structure

https://github.com/tdmeeste/SparseSeqModels
Predefined Sparseness in Recurrent Sequence Models

https://dmikrav.github.io/
DL Team at SemEval-2018 Task 1: Tweet Affect Detection using Sentiment Lexicons and Embeddings

https://github.com/karlstratos/anchor
Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models

https://github.com/aboSamoor/pycld2
Measuring sentence parallelism using Mahalanobis distances: The NRC unsupervised submissions to the WMT18 Parallel Corpus Filtering shared task
Accurate semantic textual similarity for cleaning noisy parallel corpora using semantic machine translation evaluation metric: The NRC supervised submissions to the Parallel Corpus Filtering task
European Language Resource Coordination: Collecting Language Resources for Public Sector Multilingual Information Management
The University of Helsinki Submission to the WMT19 Parallel Corpus Filtering Task
The University of Helsinki Submissions to the WMT19 News Translation Task
NRC Parallel Corpus Filtering System for WMT 2019

https://github.com/isi-nlp/
A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages

https://github.com/StatNLP/otedama
Exploiting Pre-Ordering for Neural Machine Translation

https://github.com/stanojevic/
Neural Discontinuous Constituency Parsing

https://github.com/humsha/USCorpus/
Urdu Summary Corpus

https://github.com/zenanz/
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings

https://github.com/jd7h/
Narrative Generation in the Wild: Methods from NaNoGenMo

https://github.com/ericholgate/vulgartwitter
Expressively vulgar: The socio-dynamics of vulgarity and its effects on sentiment analysis in social media

https://github.com/Leonard-Xu/CWE/
Improved Word Representation Learning with Sememes

https://github.com/ffancellu/NegNN
Neural Networks For Negation Scope Detection
Using Structured Representation and Data: A Hybrid Model for Negation and Sentiment in Customer Service Conversations

https://github.com/lukemelas/
Training for Diversity in Image Paragraph Captioning

http://github.com/hltfbk/CROMER/
CROMER: a Tool for Cross-Document Event and Entity Coreference

https://github.com/brendano/tweetmotif/
USFD at SemEval-2016 Task 6: Any-Target Stance Detection on Twitter with Autoencoders

https://github.com/tkipf/gcn
Abusive Language Detection with Graph Convolutional Networks

https://github.com/yukezhu/
Sentiment Adaptive End-to-End Dialog Systems

https://github.com/FudanNLP/fnlp
Topic Memory Networks for Short Text Classification
A Bilingual Attention Network for Code-switched Emotion Prediction

https://github.com/sld/convai-bot-1337/tree/master/ALICEChatAPI
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager

https://audiocaps.github.io/
AudioCaps: Generating Captions for Audios in The Wild

https://github.com/tingyaohsu/VIST-Edit
Visual Story Post-Editing

https://github.com/ziqizhang/jate
JATE 2.0: Java Automatic Term Extraction with Apache Solr

https://github.com/blatinier/pyhunspell
Multi-Domain Aspect Extraction Using Support Vector Machines

https://github.com/askerlee/topicvec
Neural Sparse Topical Coding
A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution
Generative Topic Embedding: a Continuous Representation of Documents

https://github.com/clulab/releases/tree/master/cl2017-qa
Framing QA as Building and Ranking Intersentence Answer Justifications

https://github.com/sfu-discourse-lab/
Datasets of Slovene and Croatian Moderated News Comments
Using New York Times Picks to Identify Constructive Comments
Learning Scalar Adjective Intensity from Paraphrases

https://github.com/jefflund/ankura
Automatic Evaluation of Local Topic Quality

https://github.com/L-
YUN-HPCC at SemEval-2019 Task 3: Multi-Step Ensemble Neural Network for Sentiment Analysis in Textual Conversation

https://github.com/System-T/DimSim
DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding

https://github.com/optimaize/
Multi-source transformer with combined losses for automatic post editing
PDFdigest: an Adaptable Layout-Aware PDF-to-XML Textual Content Extractor for Scientific Articles

https://github.com/wooorm/
UWat-Emote at EmoInt-2017: Emotion Intensity Detection using Affect Clues, Sentiment Polarity and Word Embeddings

https://github.com/cltl/semantic_
Conceptual Change and Distributional Semantic Models: an Exploratory Study on Pitfalls and Possibilities

https://github.com/martiansideofthemoon/
Revisiting the Importance of Encoding Logic Rules in Sentiment Classification

https://github.com/EstSyntax/EstUD
Estonian Dependency Treebank: from Constraint Grammar tagset to Universal Dependencies

https://github.com/JULIELab/HistEmo
Feelings from the Past—Adapting Affective Lexicons for Historical Emotion Analysis

https://turkunlp.github.io/Turku-neural-parser-pipeline/
Neural and rule-based Finnish NLP models—expectations, experiments and experiences

https://github.com/mkusner/wmd
Re-evaluating Automatic Metrics for Image Captioning

https://elisa-ie.github.io/wikiann
ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System

http://anoopkunchukuttan.github.io/indic_nlp_library/
IndoWordNet Dictionary: An Online Multilingual Dictionary using IndoWordNet

https://github.com/shangjingbo1226/SegPhrase
Word Embeddings and Convolutional Neural Network for Arabic Sentiment Classification

http://rug-compling.github.com/dact/
Recent Developments in CLARIN-NL
Example-Based Treebank Querying

http://universaldependencies.github.io/docs/u/overview/
The IPR-cleared Corpus of Contemporary Written and Spoken Romanian Language

https://github.com/amritasaha1812/
Improving Context Modelling in Multimodal Dialogue Generation
A Knowledge-Grounded Multimodal Search-Based Conversational Agent

https://github.com/GU-CLASP/BLL2018
The Influence of Context on Sentence Acceptability Judgements

https://github.com/pytorch/fairseq/tree/
Pre-trained language model representations for language generation

https://github.com/nyu-dl/dl4mt-cdec
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++
Plan, Attend, Generate: Character-Level Neural Machine Translation with Planning

https://github.com/anbasile/emojiprediction
TAJJEB at SemEval-2018 Task 2: Traditional Approaches Just Do the Job with Emoji Prediction

https://github.com/LiyuanLucasLiu/
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
Arabic Named Entity Recognition: What Works and What’s Next
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling

https://github.com/dbpedia-spotlight/
Trust, but Verify! Better Entity Linking through Automatic Verification
Developing New Linguistic Resources and Tools for the Galician Language
Evaluating Entity Linking: An Analysis of Current Benchmark Datasets and a Roadmap for Doing a Better Job
NEED4Tweet: A Twitterbot for Tweets Named Entity Extraction and Disambiguation

https://github.com/artetxem/vecmap
Orthographic Features for Bilingual Lexicon Induction
Learning principled bilingual mappings of word embeddings while preserving monolingual invariance
Unsupervised Statistical Machine Translation
Towards a unified framework for bilingual terminology extraction of single-word and multi-word terms
Unsupervised Neural Machine Translation with Weight Sharing
Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine Translation
NICT’s Unsupervised Neural and Statistical Machine Translation Systems for the WMT19 News Translation Task
An Effective Approach to Unsupervised Machine Translation
Evaluation of Morphological Embeddings for English and Russian Languages
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation
Unsupervised Joint Training of Bilingual Word Embeddings
Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models
Analyzing the Limitations of Cross-lingual Word Embedding Mappings
UdS-DFKI Participation at WMT 2019: Low-Resource (en-gu) and Coreference-Aware (en-de) Systems

https://webanno.github.io/webanno
CLARIN-EL Web-based Annotation Tool

https://github.com/hanselowski/athene_system;
A Retrospective Analysis of the Fake News Challenge Stance-Detection Task

https://github.com/jjuraska/slug2slug/blob/master/slot
A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation

https://github.com/google-research/
Sentiment Analysis Is Not Solved! Assessing and Probing Sentiment Classification
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference
A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning
A distantly supervised dataset for automated data extraction from diagnostic studies
ThisIsCompetition at SemEval-2019 Task 9: BERT is unstable for out-of-domain samples
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension
Adversarial Training for Weakly Supervised Event Detection
hULMonA: The Universal Language Model in Arabic
Better, Faster, Stronger Sequence Tagging Constituent Parsers
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation
KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue
Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing
Neural Arabic Question Answering
Yimmon at SemEval-2019 Task 9: Suggestion Mining with Hybrid Augmented Approaches
Probing Biomedical Embeddings from Language Models
Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments
Multi-hop Reading Comprehension through Question Decomposition and Rescoring
An Argument-Marker Model for Syntax-Agnostic Proto-Role Labeling
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks
Alignment over Heterogeneous Embeddings for Question Answering
Approaching SMM4H with Merged Models and Multi-task Learning
TMU Transformer System Using BERT for Re-ranking at BEA 2019 Grammatical Error Correction on Restricted Track
Adverse Drug Effect and Personalized Health Mentions, CLaC at SMM4H 2019, Tasks 1 and 4
Tuning Multilingual Transformers for Language-Specific Named Entity Recognition
Sentence Centrality Revisited for Unsupervised Summarization
The Sally Smedley Hyperpartisan News Detector at SemEval-2019 Task 4
Resolving Gendered Ambiguous Pronouns with BERT
Polyglot Contextual Representations Improve Crosslingual Transfer
UDPipe at SIGMORPHON 2019: Contextualized Embeddings, Regularization with Morphological Categories, Corpora Merging
Learning to Denoise Distantly-Labeled Data for Entity Typing
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections
Synthetic QA Corpora Generation with Roundtrip Consistency

https://help.github.com/articles/
UIMA-Based JCoRe 2.0 Goes GitHub and Maven Central ― State-of-the-Art Software Resource Engineering and Distribution of NLP Pipelines

https://github.com/OpenNMT/
Large Margin Neural Language Model
Simple Recurrent Units for Highly Parallelizable Recurrence
Creating a Corpus for Russian Data-to-Text Generation Using Neural Machine Translation and Post-Editing
Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model

https://github.com/jonsafari/clustercat
Faster and Lighter Phrase-based Machine Translation Baseline

https://github.com/bamtercelboo/pytorch
VCWE: Visual Character-Enhanced Word Embeddings

http://colah.github
psyML at SemEval-2018 Task 1: Transfer Learning for Sentiment and Emotion Analysis

https://github.com/ucam-smt/sgnmt
A Comparison of Neural Models for Word Ordering

https://github.com/amir-zeldes/gum/
Transfer Learning for Entity Recognition of Novel Classes

https://github.com/proycon/ucto
SemEval 2014 Task 5 - L2 Writing Assistant

https://github.com/Ankh2295/
Humor Detection in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System

https://audiocaps.github.io
AudioCaps: Generating Captions for Audios in The Wild

https://github.com/PaddlePaddle/models/
Proactive Human-Machine Conversation with Explicit Conversation Goal

https://github.com/a-rios/CorefMT
Machine Translation of Spanish Personal and Possessive Pronouns Using Anaphora Probabilities

https://github.com/vsiivola/variKN
Language variety identification in Spanish tweets
Evaluation of language identification methods using 285 languages

https://github.com/neulab/langrank
Choosing Transfer Languages for Cross-Lingual Learning

http://ucam-smt.github.io/
Graph- and surface-level sentence chunking
Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices
Hierarchical Statistical Semantic Realization for Minimal Recursion Semantics

https://github.com/UKPLab/coling2016-modelinspector
Automatic Analysis of Flaws in Pre-Trained NLP Models

https://github.com/aappleby/smhasher
Feature Hashing for Language and Dialect Identification

https://github.com/dojoteef/synst
Syntactically Supervised Transformers for Faster Neural Machine Translation

https://github.com/stanfordnlp/CoreNLP
The Stanford CoreNLP Natural Language Processing Toolkit
Cross-lingual Projected Expectation Regularization for Weakly Supervised Learning

https://github.com/tgalery/geiger
Aggression Identification and Multi Lingual Word Embeddings

https://github.com/neologd/mecab-ipadic-
Classification of Tweets about Reported Events using Neural Networks

https://github.com/shivam5992/
Saagie at Semeval-2019 Task 5: From Universal Text Embeddings and Classical Features to Domain-specific Text Classification

https://github.com/rakuten-nlp/rakutenma
Lightweight Client-Side Chinese/Japanese Morphological Analyzer Based on Online Learning

https://github.com/stefan-it/
Towards Robust Named Entity Recognition for Historic German

https://github.com/salesforce/WikiSQL
Question Generation from SQL Queries Improves Neural Semantic Parsing
Semantic Parsing with Syntax- and Table-Aware SQL Generation

https://github.com/M4t1ss/Multi-System-Hybrid-Translator/tre
Syntax-based Multi-system Machine Translation

https://webanno.github.io/webanno/
Annotating Characters in Literary Corpora: A Scheme, the CHARLES Tool, and an Annotated Novel
CINTIL DependencyBank PREMIUM - A Corpus of Grammatical Dependencies for Portuguese
A Web-based Tool for the Integrated Annotation of Semantic and Syntactic Structures
EasyTree: A Graphical Tool for Dependency Tree Annotation
Combining Semantic Annotation of Word Sense & Semantic Roles: A Novel Annotation Scheme for VerbNet Roles on German Language Data
SemRelData ― Multilingual Contextual Annotation of Semantic Relations between Nominals: Dataset and Guidelines
TextPro-AL: An Active Learning Platform for Flexible and Efficient Production of Training Data for NLP Tasks
Who Feels What and Why? Annotation of a Literature Corpus with Semantic Roles of Emotions
An Environment for Relational Annotation of Political Debates
Detecting Everyday Scenarios in Narrative Texts

https://github.com/DrDub/Thoughtland
Thoughtland: Natural Language Descriptions for Machine Learning n-dimensional Error Functions
On the Feasibility of Automatically Describing n-dimensional Objects

https://github.com/luheng/deep_srl
Deep Semantic Role Labeling: What Works and What’s Next

https://github.com/epfml/
SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation

https://github.com/neosyon/
Sentence Alignment Methods for Improving Text Simplification Systems

https://tticnlp.github.io/who_did_what/
Gated-Attention Readers for Text Comprehension

https://github.com/allenai/document-qa
Comparative Analysis of Neural QA models on SQuAD
Simple and Effective Multi-Paragraph Reading Comprehension
MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering
Natural Questions: A Benchmark for Question Answering Research

https://github.com/anlausch/
ArguminSci: A Tool for Analyzing Argumentation and Rhetorical Aspects in Scientific Writing
Evaluation of Scientific Elements for Text Similarity in Biomedical Publications

https://github.com/tensorflow/models/tree/master/
Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning

https://github.com/heyyjudes/
Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games

https://github.com/xingniu/computational-stylistic-variations
Multi-Task Neural Models for Translating Between Styles Within and Across Languages

https://github.com/frcchang/zpar
Dependency Language Models for Transition-based Dependency Parsing
Neural Transition-based Syntactic Linearization

https://github.com/kawu/traversal
TRAVERSAL at PARSEME Shared Task 2018: Identification of Verbal Multiword Expressions Using a Discriminative Tree-Structured Model

https://github.com/meixome/hunspell-gl
Developing New Linguistic Resources and Tools for the Galician Language

https://github.com/akkikiki/
A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity

http://karpathy.github.io/2015/05/
Treatment of Markup in Statistical Machine Translation

https://github.com/Aditi138/Embeddings
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations

https://github.com/HeidelTime/heideltime
GATE-Time: Extraction of Temporal Expressions and Events
A UIMA Database Interface for Managing NLP-related Text Annotations

https://github.com/OpenNMT/OpenNMT-py#quickstart
Neural and rule-based Finnish NLP models—expectations, experiments and experiences

http://colah.github.io/posts/
TDBot at SemEval-2019 Task 3: Context Aware Emotion Detection Using A Conditioned Classification Approach

https://github.com/CuriousAI/
Semi-Supervised Teacher-Student Architecture for Relation Extraction

https://github.com/JohnLangford/vowpal_
OSU_CHGCG at SemEval-2016 Task 9 : Chinese Semantic Dependency Parsing with Generalized Categorial Grammar
Coreference in Prague Czech-English Dependency Treebank

https://github.com/esantus/APSyn
Testing APSyn against Vector Cosine on Similarity Estimation

https://github.com/brychcin/
Unsupervised Dialogue Act Induction using Gaussian Mixtures

https://github.com/dennybritz/cnn-text-classification-tf
HCS at SemEval-2017 Task 5: Polarity detection in business news using convolutional neural networks
Hate Speech Dataset from a White Supremacy Forum

https://github.com/marcschulder/lrec2018
Introducing a Lexicon of Verbal Polarity Shifters for English

https://sheffieldnlp.github.io/fever/
SemEval-2019 Task 7: RumourEval, Determining Rumour Veracity and Support for Rumours

https://github.com/huangzhengsjtu/pcrf/
Lifelong Learning CRF for Supervised Aspect Extraction

http://anoopkunchukuttan.github.io/indic_
Substring-based unsupervised transliteration with phonetic and contextual knowledge

https://github.com/erwanm/
Multilingual Word Segmentation: Training Many Language-Specific Tokenizers Smoothly Thanks to the Universal Dependencies Corpus

https://github.com/lowerquality/gentle
Augmenting Librispeech with French Translations: A Multimodal Corpus for Direct Speech Translation Evaluation
Encoding of phonology in a recurrent neural model of grounded speech

https://github.com/longyuewangdcu/
Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism

https://github.com/soras/Ajavt
EstNLTK - NLP Toolkit for Estonian

https://github.com/anderbarrena/
Learning Text Representations for 500K Classification Tasks on Named Entity Disambiguation

https://github.com/alex-fonseca/lexfom
Retrieving Information from the French Lexical Network in RDF/OWL Format

https://github.com/amalinovskiy/upf-cobalt
Using Contextual Information for Machine Translation Evaluation

https://github.com/PravallikaRao/SpellChecker
Automatic Spelling Correction for Resource-Scarce Languages using Deep Learning

https://github.com/monikaUPF/modularProsodyTagger
An Automatic Prosody Tagger for Spontaneous Speech

http://github.com/cosmmb
Group Sparse CNNs for Question Classification with Answer Sets

https://github.com/panyang/MeCab-Chinese
A Multilingual Dataset for Evaluating Parallel Sentence Extraction from Comparable Corpora

https://github.com/ace12358/
Long Short-Term Memory for Japanese Word Segmentation

https://thunlp.github.io/fewrel.html
Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification

https://github.com/zhaoyanpeng/lveg
Gaussian Mixture Latent Vector Grammars

https://github.com/mmihaltz/
Igevorse at SemEval-2018 Task 10: Exploring an Impact of Word Embeddings Concatenation for Capturing Discriminative Attributes
VecShare: A Framework for Sharing Word Representation Vectors
Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture
Guiding Interaction Behaviors for Multi-modal Grounded Language Learning
UBC-NLP at SemEval-2019 Task 4: Hyperpartisan News Detection With Attention-Based Bi-LSTMs

https://github.com/facebookresearch/SentEval
Learning Visually Grounded Sentence Representations
SentEval: An Evaluation Toolkit for Universal Sentence Representations
Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings
Learning Compressed Sentence Representations for On-Device Text Processing

https://github.com/ssut/py-googletrans
(Almost) Unsupervised Grammatical Error Correction using Synthetic Comparable Corpus

https://github.com/sebastien-
Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext

https://github.com/JiaxunCai/Dynet-Biaffine-SRL
A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware?

https://elisa-ie.github.io/api
ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System

https://github.com/goavki/apertium-html-tools
Apertium’s Web Toolchain for Low-Resource Language Technology

https://github.com/frankxu2004/
Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction

https://github.com/guyrosin/
Learning Word Relatedness over Time

https://github.com/swarnaHub/OpenIEListExtractor
A Survey on Open Information Extraction

https://github.com/glample/
SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling

http://github.com/jflanigan/jamr
Generation from Abstract Meaning Representation using Tree Transducers
A Discriminative Graph-Based Parser for the Abstract Meaning Representation
Pyramid-based Summary Evaluation Using Abstract Meaning Representation

http://universaldependencies.github.io/docs/u/d
Universal and Language-specific Dependency Relations for Analysing Romanian

https://github.com/XiaofengZhu/wDTW-wTED
Semantic Document Distance Measures and Unsupervised Document Revision Detection

https://github.com/liah-chan/sequence2sequenceNER
Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models

https://github.com/muskata/SpatialVOC2K
SpatialVOC2K: A Multilingual Dataset of Images with Annotations and Features for Spatial Relations between Objects

https://marian-nmt.github.io
Neural Machine Translation Techniques for Named Entity Transliteration
Findings of the Second Workshop on Neural Machine Translation and Generation
The University of Edinburgh’s Submissions to the WMT18 News Translation Task
Marian: Cost-effective High-Quality Neural Machine Translation in C++
The University of Edinburgh’s Submissions to the WMT19 News Translation Task
Does NMT make a difference when post-editing closely related languages? The case of Spanish-Catalan
NICT’s Supervised Neural Machine Translation Systems for the WMT19 News Translation Task

https://github.com/wikilinks/conll03_
Trust, but Verify! Better Entity Linking through Automatic Verification

https://github.com/nttcslab-
Direct Output Connection for a High-Rank Language Model

https://github.com/RDFLib/rdflib
Using OntoLex-Lemon for Representing and Interlinking German Multiword Expressions in OdeNet and MMORPH

https://anietieandy.github.io
Winter is here: Summarizing Twitter Streams related to Pre-Scheduled Events

http://github.com/moses-smt/giza-pp
Recursive Neural Network Based Preordering for English-to-Japanese Machine Translation
Osaka University MT Systems for WAT 2018: Rewarding, Preordering, and Domain Adaptation

https://twuebi.github.io/
Tüpa at SemEval-2019 Task1: (Almost) feature-free Semantic Parsing

https://github.com/siida36/
Attention over Heads: A Multi-Hop Attention for Neural Machine Translation

http://colah.github.io/
UWB at IEST 2018: Emotion Prediction in Tweets with Bidirectional Long Short-Term Memory Neural Network

https://github.com/UKPLab/coling2016-marketing-blunders
Semi-automatic Detection of Cross-lingual Marketing Blunders based on Pragmatic Label Propagation in Wiktionary

https://github.com/squareRoot3/
Target-Guided Open-Domain Conversation

https://github.com/tomkocmi/LanideNN
LanideNN: Multilingual Language Identification on Text Stream

https://github.com/udapi/udapi-python
Udapi: Universal API for Universal Dependencies

https://github.com/stanfordnlp/GloVe/blob/master/src/README.md
Transparent, Efficient, and Robust Word Embedding Access with WOMBAT

https://github.com/mlpnlp/mlpnlp-nmt/
Direct Output Connection for a High-Rank Language Model
Osaka University MT Systems for WAT 2018: Rewarding, Preordering, and Domain Adaptation

https://github.com/tmills/
Simplified Neural Unsupervised Domain Adaptation

https://github.com/ema-/patient-context-vectors
Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support

https://github.com/lanmanok/
OPT: Oslo–Potsdam–Teesside. Pipelining Rules, Rankers, and Classifier Ensembles for Shallow Discourse Parsing

https://github.com/iit-Demokritos/
CLARIN-EL Web-based Annotation Tool

https://github.com/tdebatty/java-string-similarity
Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning

https://github.com/tshi04/LeafNATS
LeafNATS: An Open-Source Toolkit and Live Demo System for Neural Abstractive Text Summarization

https://github.com/braunefe/BWEeval
Evaluating bilingual word embeddings on the long tail

https://github.com/aritter/twitter_nlp
SlugNERDS: A Named Entity Recognition Tool for Open Domain Dialogue Systems
A Preliminary Study of Tweet Summarization using Information Extraction
Twitter at the Grammys: A Social Media Corpus for Entity Linking and Disambiguation
SemEval-2015 Task 1: Paraphrase and Semantic Similarity in Twitter (PIT)
Lithium NLP: A System for Rich Information Extraction from Noisy User Generated Text on Social Media

https://github.com/h-aldarmaki/
Context-Aware Cross-Lingual Mapping

https://github.com/dgromann/
Comparing Pretrained Multilingual Word Embeddings on an Ontology Alignment Task

https://github.com/aonotas/multilingual_ASR
Addressee and Response Selection for Multilingual Conversation

https://github.com/kaldi-asr/
Acoustic Word Disambiguation with Phonogical Features in Danish ASR

https://github.com/OpenNMT/OpenNMT
DFKI-MLT System Description for the WMT18 Automatic Post-editing Task
Hybrid Data-Model Parallel Training for Sequence-to-Sequence Recurrent Neural Network Machine Translation

https://github.com/yunitata/coling2018
Topic or Style? Exploring the Most Useful Features for Authorship Attribution

https://github.com/AntNLP/OpinionRelationCorpus
Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network

https://github.com/malllabiisc/DiPS
Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation

http://github.com/kornai/4lang
Building Concept Graphs from Monolingual Dictionary Entries

https://github.com/daiquocnguyen/ConvKB
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network

https://abhilasharavichander.github.io/NLI_StressTest/
Stress Test Evaluation for Natural Language Inference

https://github.com/duyvuleo/Transformer-DyNet
Selective Attention for Context-aware Neural Machine Translation

https://github.com/jjwangnlp/ASC-QA
Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network

https://github.com/my89/co-squac
A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC

https://github.com/JinseokNam/AiTextML
Medical Concept Embeddings via Labeled Background Corpora

https://sharc-data.github.io
Interpretation of Natural Language Rules in Conversational Machine Reading

https://github.com/cltl/KafNafParserPy
More than Word Cooccurrence: Exploring Support and Opposition in International Climate Negotiations with Semantic Parsing

http://github.com/mnick/scikit-tensor
Towards Combined Matrix and Tensor Factorization for Universal Schema Relation Extraction

https://github.com/attardi/wikiextractor/wiki
Centroid-based Text Summarization through Compositionality of Word Embeddings

https://github.com/vikas95/Pref_Suff_Span_NN
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models
Deep Affix Features Improve Neural Named Entity Recognizers

https://github.com/rkadlec/
Exemplar Encoder-Decoder for Neural Conversation Generation
Training Neural Response Selection for Task-Oriented Dialogue Systems

https://github.com/masha-p/Idiom_
evision PDF of 'Idiom Paraphrases: Seventh Heaven vs Cloud Nine

https://nilsreiter.github.io/CorefAnnotator/
Survey: Anaphora With Non-nominal Antecedents in Computational Linguistics: a Survey

https://github.com/jflanigan/jamr/
An Incremental Parser for Abstract Meaning Representation
RIGOTRIO at SemEval-2017 Task 9: Combining Machine Learning and Grammar Engineering for AMR Parsing and Generation

https://github.com/Juicechuan/AMRParsing
RIGA at SemEval-2016 Task 8: Impact of Smatch Extensions and Character-Level Neural Translation on AMR Parsing Accuracy

https://github.com/CogComp/perspectrum
Seeing Things from a Different Angle:Discovering Diverse Perspectives about Claims

https://github.com/fxsjy/
Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings
TOI-CNN: a Solution of Information Extraction on Chinese Insurance Policy

https://github.com/gaetangate/text-summarizer
Centroid-based Text Summarization through Compositionality of Word Embeddings

https://github.com/moses-smt/mosesdecoder
Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation
Improving Relative-Entropy Pruning using Statistical Significance
AUT Document Alignment Framework for BUCC Workshop Shared Task
Abstractive Compression of Captions with Attentive Recurrent Neural Networks
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation
BUCC 2017 Shared Task: a First Attempt Toward a Deep Learning Framework for Identifying Parallel Sentences in Comparable Corpora
Hunter NMT System for WMT18 Biomedical Translation Task: Transfer Learning in Neural Machine Translation
Neural Semantic Encoders
IITP English-Hindi Machine Translation System at WAT 2016
Complex Word Identification Based on Frequency in a Learner Corpus
Sequence to Sequence Mixture Model for Diverse Machine Translation
Fast Neural Machine Translation Implementation
Learning Neural Sequence-to-Sequence Models from Weak Feedback with Bipolar Ramp Loss
Reference Network for Neural Machine Translation
Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task
Osaka University MT Systems for WAT 2018: Rewarding, Preordering, and Domain Adaptation
Lattice Transformer for Speech Translation
Discourse Representation Structure Parsing with Recurrent Neural Networks and the Transformer Model
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning
The TALP-UPC System for the WMT Similar Language Task: Statistical vs Neural Machine Translation
Negative Lexically Constrained Decoding for Paraphrase Generation

https://github.com/hitochan777/mt-tools/releases/tag/1.0.1
Dependency Forest based Word Alignment

https://github.com/shalei120/ESI
Joint Learning Templates and Slots for Event Schema Induction

https://github.com/clulab/timenorm
SemEval 2018 Task 6: Parsing Time Normalizations
From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations

https://github.com/mjdenkowski/
Real Time Adaptive Machine Translation for Post-Editing with cdec and TransCenter

https://inception-project.github.io
Integrating Knowledge-Supported Search into the INCEpTION Annotation Platform
The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive Annotation

https://github.com/czcorpus/kontext
Improving corpus search via parsing

https://github.com/hadifar/
A Self-Training Approach for Short Text Clustering

https://github.com/mmautner/
Learning Simplifications for Specific Target Audiences

https://github.com/karlstratos/
Entity Identification as Multitasking
A Sub-Character Architecture for Korean Language Processing

https://github.com/yftah89/
Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance
Pivot Based Language Modeling for Improved Neural Domain Adaptation
Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation
Simplified Neural Unsupervised Domain Adaptation
Adversarial Category Alignment Network for Cross-domain Sentiment Classification

https://github.com/daoudclarke/
TextFlow: A Text Similarity Measure based on Continuous Sequences
Reversing Gradients in Adversarial Domain Adaptation for Question Deduplication and Textual Entailment Tasks

https://github.com/kaldi-asr/kaldi
Towards Quantum Language Models
Aicyber at SemEval-2016 Task 4: i-vector based sentence representation
A Prototype Automatic Simultaneous Interpretation System

https://github.com/ng-j-p/rouge-we
Better Summarization Evaluation with Word Embeddings for ROUGE

https://github.com/ciprian-chelba/1-billion-word-
Named Entity Recognition with Stack Residual LSTM and Trainable Bias Decoding

https://github.com/nyu-dl/SearchQA
Denoising Distantly Supervised Open-Domain Question Answering

https://github.com/huji-nlp/tupa
SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA

http://wiki.github.com/callison-burch/
Creating Speech and Language Data With Amazon’s Mechanical Turk

https://github.com/IndicoDataSolutions/Passage
Sensible at SemEval-2016 Task 11: Neural Nonsense Mangled in Ensemble Mess

https://github.com/piskvorky/gensim/blob/
An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation

https://github.com/lariverosc/tmapper
MindLab-UNAL: Comparing Metamap and T-mapper for Medical Concept Extraction in SemEval 2014 Task 7

https://github.com/BLLIP/bllip-
Does String-Based Neural MT Learn Source Syntax?

http://www.github.com/attapol/conll15st
The CoNLL-2015 Shared Task on Shallow Discourse Parsing

https://github.com/uhh-lt/senseasim
Retrofitting Word Representations for Unsupervised Sense Aware Word Similarities

https://github.com/ZeerakW/hatespeech
Benchmarking Aggression Identification in Social Media
Datasets of Slovene and Croatian Moderated News Comments
A Hierarchically-Labeled Portuguese Hate Speech Dataset

https://github.com/wammar/transliterator
The CMU Machine Translation Systems at WMT 2014

http://github.com/langtech/aikuma
Large-Scale Text Collection for Unwritten Languages

https://github.com/PrincetonML/SIF
Self-Discriminative Learning for Unsupervised Document Embedding
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings

https://github.com/text-machine-lab/entity-coref
Triad-based Neural Network for Coreference Resolution

https://github.com/andyhu/transliteration
Out-of-the-box Universal Romanization Tool uroman
Platforms for Non-speakers Annotating Names in Any Language

https://github.com/abromberg/sentiment_
ValenTo: Sentiment Analysis of Figurative Language Tweets with Irony and Sarcasm

https://github.com/studio-ousia/textent/
Representation Learning of Entities and Documents from Knowledge Base Descriptions

https://github.com/rguthrie3/
Morphological Priors for Probabilistic Neural Word Embeddings

https://github.com/yanghanxy/CIAN
Character-level Intra Attention Network for Natural Language Inference

https://github.com/viking-sudo-rm/
Detecting Syntactic Change Using a Neural Part-of-Speech Tagger

https://github.com/arenjansen/ZRTools
Towards speech-to-text translation without speech recognition
Spoken Term Discovery for Language Documentation using Translations

https://github.com/mbelousov/MedNorm-corpus
MedNorm: A Corpus and Embeddings for Cross-terminology Medical Concept Normalisation

https://github.com/mesnilgr/is13
Modeling with Recurrent Neural Networks for Open Vocabulary Slots

https://github.com/pdonald/latvian
Tilde’s Machine Translation Systems for WMT 2017

https://github.com/isi-
Extracting Structured Scholarly Information from the Machine Translation Literature

https://github.com/jiesutd/
Chinese NER Using Lattice LSTM

https://github.com/alecristia/CDSwordSeg
The Role of Prosody and Speech Register in Word Segmentation: A Computational Modelling Perspective

https://github.com/PKU-TANGENT/NeuralEDUSeg
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing

https://github.com/libindic/
Shallow Parsing Pipeline - Hindi-English Code-Mixed Social Media Text

https://github.com/peter-makarov/apea_
Constructing an Annotated Corpus for Protest Event Mining

https://github.com/laeubli/parity
Has Machine Translation Achieved Human Parity? A Case for Document-level Evaluation

https://github.com/EdinburghNLP/XSum
HighRES: Highlight-based Reference-less Evaluation of Summarization

https://github.com/acoli-repo/conll
The ACoLi CoNLL Libraries: Beyond Tab-Separated Values

https://github.com/tensorflow/models/tree/master/research/lm_1b
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension

https://github.com/ye-kyaw-thu/myPOS
Statistical Machine Translation Using 5-grams Word Segmentation in Decoding

https://github.com/kohlschutter/boilerpipe
Semantic Storytelling, Cross-lingual Event Detection and other Semantic Services for a Newsroom Content Curation Dashboard
Comparison of Visual and Logical Character Segmentation in Tesseract OCR Language Data for Indic Writing Scripts

http://colah.github.io/posts/2015-08-Understanding-
基於半監督式學習之廣播節目語音逐字稿自動轉寫系統 (Automatic Transcription of Broadcast Radio Speech Based on Quality Estimation-Guided Semi-Supervised Training) [In Chinese]
EquGener: A Reasoning Network for Word Problem Solving by Generating Arithmetic Equations

https://github.com/tszming/mediawiki-zhconverter
Semi-Supervised Chinese Word Segmentation Using Partial-Label Learning With Conditional Random Fields

https://github.com/tensorflow/tensorboard
Portable, layer-wise task performance monitoring for NLP models

https://github.com/s/preprocessor
USI-IR at IEST 2018: Sequence Modeling and Pseudo-Relevance Feedback for Implicit Emotion Detection
HATEMINER at SemEval-2019 Task 5: Hate speech detection against Immigrants and Women in Twitter using a Multinomial Naive Bayes Classifier
BUT-FIT at SemEval-2019 Task 7: Determining the Rumour Stance with Pre-Trained Deep Bidirectional Transformers

https://github.com/Shi-ma/RUSE
Results of the WMT18 Metrics Shared Task: Both characters and embeddings achieve good performance
RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation Evaluation

https://github.com/nlx-group/LX-WordNetBrowser
Browsing and Supporting Pluricentric Global Wordnet, or just your Wordnet of Interest

https://github.com/lancopku/unpaired-sentiment-translation
Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach

https://github.com/coltekin/TRmorph/tree/trmorph2
CoNLL-UL: Universal Morphological Lattices for Universal Dependency Parsing

https://github.com/MingleiLI/ACE2005
Event Based Emotion Classification for News Articles

https://github.com/byu-aml-lab/ankura
Labeled Anchors and a Scalable, Transparent, and Interactive Classifier

https://github.com/sigmorphon/conll2017/tree/master/baseline
Neural Transition-based String Transduction for Limited-Resource Setting in Morphology

https://github.com/vishwajeet93/
Entity Resolution and Location Disambiguation in the Ancient Hindu Temples Domain using Web Data

https://github.com/quanpn90/NCE
Convolutional Neural Network Language Models

http://github.com/mhshih/sketch
Sketching the Dependency Relations of Words in Chinese

https://github.com/yoonkim/CNN_sentence
Simple Algorithms For Sentiment Analysis On Sentiment Rich, Data Poor Domains.
Refining Word Embeddings for Sentiment Analysis
CogALex-V Shared Task: CGSRC - Classifying Semantic Relations using Convolutional Neural Networks
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks

https://github.com/spetitjean/
A Parser for LTAG and Frame Semantics

https://github.com/RikVN/DRS_parsing/tree/master/data/pmb-2.2.0
The First Shared Task on Discourse Representation Structure Parsing

https://github.com/ijcnlp2017anonsubmission/Dilton-
Deep Neural Network based system for solving Arithmetic Word problems

https://github.com/DeFacto/DeFactoNLP
DeFactoNLP: Fact Verification using Entity Recognition, TFIDF Vector Comparison and Decomposable Attention

https://github.com/rockkhuya/DongDu
A Fast and Accurate Vietnamese Word Segmenter

https://github.com/abaheti95/HMM-LDA
Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints

https://github.com/webis-de/semeval19-hyperpartisan-
Vernon-fenwick at SemEval-2019 Task 4: Hyperpartisan News Detection using Lexical and Semantic Features

https://github.com/ontonotes/conll-formatted-
CAMR at SemEval-2016 Task 8: An Extended Transition-based AMR Parser

https://github.com/TellinaTool/nl2bash/tree/master/data
NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System

https://github.com/srvk/
Epitran: Precision G2P for Many Languages

https://github.com/swabhs/scaffolding
Syntactic Scaffolds for Semantic Structures

https://github.com/fab-bar/
Dealing with word-internal modification and spelling variation in data-driven lemmatization

https://sheffieldml.github.io/GPy/
Word embeddings and discourse information for Quality Estimation

https://github.com/plison/opendial
KILLE: a Framework for Situated Agents for Learning Language Through Interaction

https://github.com/oxinabox/
NovelPerspective: Identifying Point of View Characters

https://github.com/UKPLab/emnlp2017-bilstm-cnn-crf
Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding
Annotating with Pros and Cons of Technologies in Computer Science Papers
An Analysis of Deep Contextual Word Embeddings and Neural Architectures for Toponym Mention Detection in Scientific Publications
UNH at SemEval-2019 Task 12: Toponym Resolution in Scientific Papers

https://github.com/eaplatanios/
Contextual Parameter Generation for Universal Neural Machine Translation
Competence-based Curriculum Learning for Neural Machine Translation

https://github.com/takase/control-length
Positional Encoding to Control Output Sequence Length

https://github.com/cooelf/subMrc
Subword-augmented Embedding for Cloze Reading Comprehension

https://github.com/GU-CLASP/bbclm2019
Bayesian Inference Semantics: A Modelling System and A Test Suite

https://github.com/JuneFeng/GAKE
GAKE: Graph Aware Knowledge Embedding

https://github.com/xrc10/
Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models

https://github.com/lappsgrid-incubator/jupyter-lsd-kernel;
LAPPS/Galaxy: Current State and Next Steps

https://github.com/waynegraham/for_better_for_verse/tree/master/poems
Machine Learning for Metrical Analysis of English Poetry

https://github.com/shashiongithub/Split-and-Rephrase
Unsupervised Neural Text Simplification

https://github.com/ctongfei/probe
Discriminative Information Retrieval for Question Answering Sentence Selection

https://github.com/kmike/pymorphy2
Improving Low Resource Machine Translation using Morphological Glosses (Non-archival Extended Abstract)
When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion

https://github.com/rdamodharan/tamil-stemmer
Language Portability for Dialogue Systems: Translating a Question-Answering System from English into Tamil

https://github.com/crim-ca/LOTKS_2017
Fine-grained domain classification of text using TERMIUM Plus
Proceedings of Language, Ontology, Terminology and Knowledge Structures Workshop (LOTKS 2017)

https://github.com/jiemakel/omorfi
Measuring Lexical Quality of a Historical Finnish Newspaper Collection ― Analysis of Garbled OCR Data with Basic Language Technology Tools and Means

https://github.com/FudanNLP/VCWE
VCWE: Visual Character-Enhanced Word Embeddings

https://github.com/alexlitel/congresstweets/tree/master/data
Modeling Behavioral Aspects of Social Media Discourse for Moral Classification

https://github.com/uhh-lt/triframes
Unsupervised Semantic Frame Induction using Triclustering

https://github.com/mingdachen/
Smaller Text Classifiers with Discriminative Cluster Embeddings

http://www.github.com/dhgarrette/
Weakly-Supervised Bayesian Learning of a CCG Supertagger

https://github.com/slavpetrov/berkeleyparser
Modelling the Adjunct/Argument Distinction in Hierarchical Phrase-Based SMT
SCTB: A Chinese Treebank in Scientific Domain
DynamicPower at SemEval-2016 Task 8: Processing syntactic parse trees with a Dynamic Semantics core
Cross-language Projection of Dependency Trees with Constrained Partial Parsing for Tree-to-Tree Machine Translation
Language Independent Dependency to Constituent Tree Conversion
Chinese Zero Pronoun Resolution with Deep Memory Network

https://github.com/minimaxir/char-
White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks

https://anoopkunchukuttan.github.io/indic
The IIIT-H Gujarati-English Machine Translation System for WMT19
Filtering of Noisy Parallel Corpora Based on Hypothesis Generation

https://github.com/yukio326/GAN-NMT
TMU Japanese-English Neural Machine Translation System using Generative Adversarial Network for WAT 2018

http://github.com/awslabs/sockeye
Identifying Fluently Inadequate Output in Neural and Statistical Machine Translation

https://github.com/giancds/vnics_dataset
Is it worth it? Budget-related evaluation metrics for model selection

https://github.com/synsem/texhs
Extracting Interlinear Glossed Text from LaTeX Documents

https://github.com/BVLC/caffe/tree/master/models/
Spectral Graph-Based Method of Multimodal Word Embedding

https://github.com/Thomas1205/RegAligner
Training Nondeficient Variants of IBM-3 and IBM-4 for Word Alignment
Regularizing Mono- and Bi-Word Models for Word Alignment

https://github.com/Raki22/ArbEngVec.git
ArbEngVec : Arabic-English Cross-Lingual Word Embedding Model

https://github.com/genelkim/ulf2english
Generating Discourse Inferences from Unscoped Episodic Logical Formulas

https://github.com/stanfordnlp/phrasal
Models and Inference for Prefix-Constrained Machine Translation

https://github.com/ray1007/gwe
VCWE: Visual Character-Enhanced Word Embeddings

https://github.com/thunlp/SE-WRL
Improved Word Representation Learning with Sememes

https://chywang.github.io/data/emnlp17.zip
Learning Fine-grained Relations from Chinese User Generated Categories

https://github.com/karpathy/char-rnn/
A Comparison of Feature-Based and Neural Scansion of Poetry

https://github.com/mranahmd/nbow2-text-class
Learning Word Importance with the Neural Bag-of-Words Model

https://github.com/code4ai/code
Unsupervised Rewriter for Multi-Sentence Compression

https://github.com/falcondai/
Towards Near-imperceptible Steganographic Text

http://topepo.github.io/caret/index.html
MoBiL: A Hybrid Feature Set for Automatic Human Translation Quality Assessment

https://w3c.github.io/web-annotation/model/wd/#text-quote-selector
Stand-off Annotation of Web Content as a Legally Safer Alternative to Crawling for Distribution

https://github.com/allenai/propara
Reasoning about Actions and State Changes by Injecting Commonsense Knowledge
Be Consistent! Improving Procedural Text Comprehension using Label Consistency

https://github.com/NoSyu/CDMM
Conversational Decision-Making Model for Predicting the King’s Decision in the Annals of the Joseon Dynasty

https://github.com/UKPLab/emnlp-ws-2017-s3
Learning to Score System Summaries for Better Content Selection Evaluation.

https://github.com/sandeepsoni/
Correcting Whitespace Errors in Digitized Historical Texts

https://github.com/abachaa/
Overview of the MEDIQA 2019 Shared Task on Textual Inference, Question Entailment and Question Answering

https://github.com/hstrass/defeasible-rules
Making Sense of Conflicting (Defeasible) Rules in the Controlled Natural Language ACE: Design of a System with Support for Existential Quantification Using Skolemization

https://github.com/plotly
Kyoto-NMT: a Neural Machine Translation implementation in Chainer

https://github.com/mehdi-manshadi/
PersoNER: Persian Named-Entity Recognition
BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset

https://github.com/evanmiltenburg/LabelingPeople
Talking about other people: an endless range of possibilities

https://github.com/headacheboy/data-of-multimodal-
Multi-Modal Sarcasm Detection in Twitter with Hierarchical Fusion Model

https://github.com/Semeval2019Task9
m_y at SemEval-2019 Task 9: Exploring BERT for Suggestion Mining

https://github.com/getalp/WSD-IWCS2017-Vialetal
Sense Embeddings in Knowledge-Based Word Sense Disambiguation

https://github.com/karlmoritz/bicvm
Baselines and Test Data for Cross-Lingual Inference
MoBiL: A Hybrid Feature Set for Automatic Human Translation Quality Assessment
On the Role of Seed Lexicons in Learning Bilingual Word Embeddings

http://hunterhector.github.io/EvmEval/
A comparison and analysis of models for event trigger detection

https://github.com/mehdi-manshadi/Farsi-Verb-
The CMU METAL Farsi NLP Approach

https://github.com/rsennrich/Bleualign
Chinese-Portuguese Machine Translation: A Study on Building Parallel Corpora from Comparable Texts
Findings of the WMT 2016 Bilingual Document Alignment Shared Task

https://github.com/idiap/DocRec
Demonstrating Ambient Search: Implicit Document Retrieval for Speech Streams
Ambient Search: A Document Retrieval System for Speech Streams

https://conllul.github.io
CoNLL-UL: Universal Morphological Lattices for Universal Dependency Parsing

https://github.com/shrimai/Style-Transfer-Through-Back-
Style Transfer Through Back-Translation

https://github.com/liuhaixiachina/Sentiment-Analysis-
What Sentence are you Referring to and Why? Identifying Cited Sentences in Scientific Literature

https://github.com/Junjieli0704/HUARN
Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Ratings

https://ntunlpsg.github.io/project/
Multi-Task Learning for Coherence Modeling

https://github.com/GRAAL-Research/
Neural Structural Correspondence Learning for Domain Adaptation

https://github.com/swubb/capcomp
Abstractive Compression of Captions with Attentive Recurrent Neural Networks

https://github.com/vered1986/LexNET
Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations
Simple Large-scale Relation Extraction from Unstructured Text
CogALex-V Shared Task: LexNET - Integrated Path-based and Distributional Method for the Identification of Semantic Relations
Path-based vs. Distributional Information in Recognizing Lexical Semantic Relations

https://github.com/wilburOne/CommonSpace/
Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding

https://github.com/AIPHES/auto-hMDS
Auto-hMDS: Automatic Construction of a Large Heterogeneous Multilingual Multi-Document Summarization Corpus

https://github.com/ZurichNLP/coling2018-neural-transition-based-morphology
Neural Transition-based String Transduction for Limited-Resource Setting in Morphology

https://github.com/WaleedRagheb/Attentive-
LIRMM-Advanse at SemEval-2019 Task 3: Attentive Conversation Modeling for Emotion Detection and Classification

https://github.com/aggarwalpiush/OffensEval2019
LTL-UDE at SemEval-2019 Task 6: BERT and Two-Vote Classification for Categorizing Offensiveness

https://github.com/own-pt/conll-workbench
Universal Dependencies for Portuguese

https://github.com/juditacs/deep-morphology
BME-HAS System for CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection

http://networkx.github.io/
Structure-based Clustering of Novels
A Comparison of Centrality Measures for Graph-Based Keyphrase Extraction
SNAP: A Multi-Stage XML-Pipeline for Aspect Based Sentiment Analysis
Unsupervised Sentence Enhancement for Automatic Summarization

https://github.com/TEIC/TEI/issues/
TermITH-Eval: a French Standard-Based Resource for Keyphrase Extraction Evaluation

https://github.com/MiuLab/TC-Bot
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access
Self-Supervised Dialogue Learning

https://github.com/parinaz1366/News-Comments-Breast-
From Argumentation Mining to Stance Classification

https://github.com/ninjin/clark_pos_induction
Semi-supervised Named Entity Recognition in noisy-text

https://github.com/faircloth-lab/python-levenshtein
Morpheus: A Neural Network for Jointly Learning Contextual Lemmatization and Morphological Tagging

https://github.com/uclmr/jack/tree/master
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence

https://github.com/Sentimentron/
University_of_Warwick: SENTIADAPTRON - A Domain Adaptable Sentiment Analyser for Tweets - Meets SemEval

https://github.com/sjzafra/spanish_negation_corpora
A review of Spanish corpora annotated with negation

https://github.com/stevenxxiu/senti/tree/master/senti
Ranking Convolutional Recurrent Neural Networks for Purchase Stage Identification on Imbalanced Twitter Data

https://github.com/masha-p/PPRforNED/
Alleviating Poor Context with Background Knowledge for Named Entity Disambiguation

https://github.com/mfaruqui/retrofitting
Dict2vec : Learning Word Embeddings using Lexical Dictionaries
Extending WordNet with Fine-Grained Collocational Information via Supervised Distributional Learning
Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons
Learning Word Representations with Regularization from Prior Knowledge
Aff2Vec: Affect–Enriched Distributional Word Representations
D-GloVe: A Feasible Least Squares Model for Estimating Word Embedding Densities

http://github.com/oh-livia/
Detecting Visually Relevant Sentences for Fine-Grained Classification

https://github.com/yeonsw/NYT-dataset
Hierarchical Dirichlet Gaussian Marked Hawkes Process for Narrative Reconstruction in Continuous Time Domain

https://github.com/shentianxiao/language-style-transfer
Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer

https://github.com/weitechen/anafora
Anafora: A Web-based General Purpose Annotation Tool

https://github.com/wmayner/pyemd
Recognizing Textual Entailment in Twitter Using Word Embeddings

https://github.com/XMUNLP/
Strategies for Structuring Story Generation

https://github.com/UKPLab/
Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization
Live Blog Corpus for Summarization
A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning
Evaluation of a Sequence Tagging Tool for Biomedical Texts
Multimodal Frame Identification with Multilingual Evaluation
Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks
PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection
What makes a convincing argument? Empirical analysis and detecting attributes of convincingness in Web argumentation
The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit Warrants
Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks
A General Optimization Framework for Multi-Document Summarization Using Genetic Algorithms and Swarm Intelligence
Computer-assisted stylistic revision with incomplete and noisy feedback. A pilot study
End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights
Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTM
Neural End-to-End Learning for Computational Argumentation Mining
APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit
Multi-Task Learning for Argumentation Mining in Low-Resource Settings
Interactive Instance-based Evaluation of Knowledge Base Question Answering
Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps
GraphDocExplore: A Framework for the Experimental Comparison of Graph-based Document Exploration Techniques
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging
Learning to Score System Summaries for Better Content Selection Evaluation.
Joint Optimization of User-desired Content in Multi-document Summaries by Learning from User Feedback
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction
Objective Function Learning to Match Human Judgements for Optimization-Based Summarization
Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization
Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity Categories
Weeding out Conventionalized Metaphors: A Corpus of Novel Metaphor Annotations
Before Name-Calling: Dynamics and Triggers of Ad Hominem Fallacies in Web Argumentation
Distantly Supervised POS Tagging of Low-Resource Languages under Extreme Data Sparsity: The Case of Hittite
From Word Segmentation to POS Tagging for Vietnamese
Deep Dominance - How to Properly Compare Deep Neural Models
Does My Rebuttal Matter? Insights from a Major NLP Conference
Data-efficient Neural Text Compression with Interactive Learning
Studying Summarization Evaluation Metrics in the Appropriate Scoring Range
Transferring Knowledge from Discourse to Arguments: A Case Study with Scientific Abstracts
Classification and Clustering of Arguments with Contextualized Word Embeddings
Developing and Orchestrating a Portfolio of Natural Legal Language Processing and Document Curation Services
Manipulating the Difficulty of C-Tests
Evaluation of Scientific Elements for Text Similarity in Biomedical Publications
Graph Neural Networks with Generated Parameters for Relation Extraction
EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition
Fast Concept Mention Grouping for Concept Map-based Multi-Document Summarization

https://github.com/belambert/asr-evaluation
DIDEC: The Dutch Image Description and Eye-tracking Corpus

https://github.com/taku910/mecab
Improving Japanese-to-English Neural Machine Translation by Paraphrasing the Target Language
Tokyo Metropolitan University Neural Machine Translation System for WAT 2017
Japanese Predicate Conjugation for Neural Machine Translation
Osaka University MT Systems for WAT 2018: Rewarding, Preordering, and Domain Adaptation
Global Optimization under Length Constraint for Neural Text Summarization
Sakura: Large-scale Incorrect Example Retrieval System for Learners of Japanese as a Second Language
The Rule of Three: Abstractive Text Summarization in Three Bullet Points
TMU Japanese-English Neural Machine Translation System using Generative Adversarial Network for WAT 2018
Grammatical-Error-Aware Incorrect Example Retrieval System for Learners of Japanese as a Second Language

http://github.com/RikVN/DRS_parsing
The First Shared Task on Discourse Representation Structure Parsing

https://github.com/forkunited/
Event Ordering with a Generalized Model for Sieve Prediction Ranking

https://github.com/facebookresearch/fastText.git
Probabilistic FastText for Multi-Sense Word Embeddings
Improving Japanese semantic-role-labeling performance with transfer learning as case for limited resources of tagged corpora on aggregated language

https://github.com/XingxingZhang/dress
Sentence Simplification with Memory-Augmented Neural Networks

https://github.com/czyuan/GKLDA
Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation

https://github.com/OpenNMT/Tokenizer/blob/master/docs/o
Collecting domain specific data for MT: an evaluation of the ParaCrawlpipeline

https://github.com/bigoooh/gdi
Character Level Convolutional Neural Network for German Dialect Identification

https://github.com/taoyds/spider/
SParC: Cross-Domain Semantic Parsing in Context

https://github.com/senisioi/
Simple and Effective Text Simplification Using Semantic and Neural Methods
A Detailed Evaluation of Neural Sequence-to-Sequence Models for In-domain and Cross-domain Text Simplification
Neural Text Simplification of Clinical Letters with a Domain Specific Phrase Table
Transforming Complex Sentences into a Semantic Hierarchy

https://github.com/cfedermann/Appraise/blob/master/appraise/LICENSE
Appraise Evaluation Framework for Machine Translation

https://github.com/Tal-Daniel/daniel-last-MWEs
Exploring Long-Term Temporal Trends in the Use of Multiword Expressions

https://github.com/ukplab/
Event Time Extraction with a Decision Tree of Neural Classifiers
Finding Convincing Arguments Using Scalable Bayesian Preference Learning
Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference Learning

https://github.com/sdivad/WikiTalkParser
GraWiTas: a Grammar-based Wikipedia Talk Page Parser

http://github.com/sudy/coling2018
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction

https://github.com/vidurj/parser-adaptation/tree/master/data
Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples

https://rloganiv.github.io/
Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling

https://github.com/OnlpLab/yap
Joint Transition-Based Models for Morpho-Syntactic Parsing: Parsing Strategies for MRLs and a Case Study from Modern Hebrew

https://github.com/paulafortuna/SemE
A Hierarchically-Labeled Portuguese Hate Speech Dataset

https://github.com/Askinkaty/MDRus_analyser
Applying Multi-Dimensional Analysis to a Russian Webcorpus: Searching for Evidence of Genres

https://github.com/erickrf/nlpnet
Mac-Morpho Revisited: Towards Robust Part-of-Speech Tagging

http://github.com/jpate/predictabilityParsing
Unsupervised Dependency Parsing with Acoustic Cues

https://github.com/jgc128/mednli
Towards Automatic Generation of Shareable Synthetic Clinical Notes Using Neural Language Models

https://github.com/grantjenks/python-wordsegment
NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers

https://github.com/clulab/releases/tree/
Grounding Gradable Adjectives through Crowdsourcing
Scientific Discovery as Link Prediction in Influence and Citation Graphs

https://github.com/felixwzh/La-DTL
Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition

https://github.com/dice-group/gerbil/
End-to-End Neural Entity Linking
Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text

https://github.com/jbingel/
Learning How to Simplify From Explicit Labeling of Complex-Simplified Text Pairs

https://github.com/evavnmssnhv/
Getting Gender Right in Neural Machine Translation

https://github.com/nlpAThits/TopNCosSimAvg
Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical Applications

https://github.com/tensorflow/models/
Arc-swift: A Novel Transition System for Dependency Parsing
Graph-to-Sequence Learning using Gated Graph Neural Networks
Comparison of Short-Text Sentiment Analysis Methods for Croatian
Associative Multichannel Autoencoder for Multimodal Word Representation
LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them Better
Creating Training Corpora for NLG Micro-Planners
Semi-supervised sequence tagging with bidirectional language models
Identifying Locus of Control in Social Media Language
Watch, Listen, and Describe: Globally and Locally Aligned Cross-Modal Attentions for Video Captioning
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies
Neural sequence modelling for learner error prediction
Learning Universal Sentence Representations with Mean-Max Attention Autoencoder
AudioCaps: Generating Captions for Audios in The Wild
Genre-Oriented Web Content Extraction with Deep Convolutional Neural Networks and Statistical Methods
Women’s Syntactic Resilience and Men’s Grammatical Luck: Gender-Bias in Part-of-Speech Tagging and Dependency Parsing
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings
On the Idiosyncrasies of the Mandarin Chinese Classifier System
Revisiting Visual Grounding

https://github.com/zake7749/
Fill the GAP: Exploiting BERT for Pronoun Resolution

https://github.com/nlpAThits/WOMBAT
Transparent, Efficient, and Robust Word Embedding Access with WOMBAT

https://github.com/hugochan/KATE
A K-Competitive Autoencoder for Aggression Detection in Social Media Text

https://github.com/jiweil/
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset
Explaining Recurrent Neural Network Predictions in Sentiment Analysis

https://github.com/nlpaueb/aueb-absa
AUEB-ABSA at SemEval-2016 Task 5: Ensembles of Classifiers and Embeddings for Aspect Based Sentiment Analysis

https://github.com/salesforce/cove
SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension
Stochastic Answer Networks for Machine Reading Comprehension

http://github.com/jobpal/nex-cv
Evaluation and Improvement of Chatbot Text Classification Data Quality Using Plausible Negative Examples

https://github.com/axfelix/consentCanvas
ConsentCanvas: Automatic Texturing for Improved Readability in End-User License Agreements

https://github.com/strayMat/
Evaluation of a Sequence Tagging Tool for Biomedical Texts

https://github.com/tticoin/LSTM-ER/
End-to-End Neural Relation Extraction with Global Optimization
Entity-Relation Extraction as Multi-Turn Question Answering

https://unimorph.github.io
Combining Neural and Non-Neural Methods for Low-Resource Morphological Reinflection
Cognate Projection for Low-Resource Inflection Generation

https://github.com/codyrioux/REAPER
Fear the REAPER: A System for Automatic Multi-Document Summarization with Reinforcement Learning

https://github.com/fivethirtyeight/
Incivility Detection in Online Comments

https://github.com/hyperopt/hyperopt
Content-Based Citation Recommendation
IIT (BHU) Submission for the ACL Shared Task on Named Entity Recognition on Code-switched Data
A Mention-Ranking Model for Abstract Anaphora Resolution
NewsQA: A Machine Comprehension Dataset

https://github.com/boudinfl/takahe
Abstractive Unsupervised Multi-Document Summarization using Paraphrastic Sentence Fusion
Event-Driven Headline Generation
Keyphrase Extraction for N-best Reranking in Multi-Sentence Compression

https://github.com/CogComp/child-discourse-SRL/tree/
Gold Standard Annotations for Preposition and Verb Sense with Semantic Role Labels in Adult-Child Interactions

http://www.github.com/jakelever/kindred
Painless Relation Extraction with Kindred

https://github.com/tensorflow/models/tree/master/tutorials/rnn/ptb
Reproducing and Regularizing the SCRN Model

https://github.com/daz45/CMC-data-set-
Enhancing Automatic ICD-9-CM Code Assignment for Medical Texts with PubMed

https://github.com/monikkinom/ner-lstm
Towards Deep Learning in Hindi NER: An approach to tackle the Labelled Data Sparsity

https://rajpurkar.github.io/
Comparative Analysis of Neural QA models on SQuAD
Trick Me If You Can: Adversarial Writing of Trivia Challenge Questions
Systematic Error Analysis of the Stanford Question Answering Dataset
Making Neural QA as Simple as Possible but not Simpler
Adversarial Examples for Evaluating Reading Comprehension Systems
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark

https://github.com/hlt-mt/TMOP
An Unsupervised Method for Automatic Translation Memory Cleaning
TMop: a Tool for Unsupervised Translation Memory Cleaning

https://github.com/SUTDNLP/NNSegmentation
Transition-Based Neural Word Segmentation

https://github.com/knowitall/reverb-core/blob/master/core/src/main/java/edu/washington/
Efficient Global Learning of Entailment Graphs

https://github.com/RuiMao1988/
End-to-End Sequential Metaphor Identification Inspired by Linguistic Theories

https://github.com/zseder/huntoken
E-magyar – A Digital Language Processing System
One format to rule them all – The emtsv pipeline for Hungarian

https://github.com/attardi/wikiextractor/blob/master/Wiki
VCWE: Visual Character-Enhanced Word Embeddings

https://github.com/wooorm/hedges/
Is writing style predictive of scientific fraud?

https://github.com/TurkuNLP/dep2dep
Dependency Tree Transformation with Tree Transducers

https://github.com/attardi/deepnl
UniPI at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification
DeepNL: a Deep Learning NLP pipeline

https://github.com/pushshift/api
Native Language Cognate Effects on Second Language Lexical Choice
Lexical Normalization of User-Generated Medical Text

https://ml4code.github.io
Modelling Natural Language, Programs, and their Intersection

https://github.com/sjauhar/simplex
LEXenstein: A Framework for Lexical Simplification

https://github.com/pywirrarika/naki
Challenges of language technologies for the indigenous languages of the Americas

https://github.com/langdoc/iwclul2019
An OCR system for the Unified Northern Alphabet

https://github.com/isl-mt/OpenNMT
The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2017

https://github.com/System-T/UniversalPropositions
Cross-Lingual Transfer of Semantic Roles: From Raw Text to Semantic Roles

https://github.com/summanlp/textrank
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization

https://github.com/uwnlp/qrn
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems
The Context-Dependent Additive Recurrent Neural Net
Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension

https://github.com/chapmanbe/negex
Improving Feature Extraction for Pathology Reports with Precise Negation Scope Detection

https://github.com/satwikkottur/clevr-dialog
CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog

https://github.com/Microsoft/LightGBM
Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features

https://github.com/m-popovic/chrF
Results of the WMT18 Metrics Shared Task: Both characters and embeddings achieve good performance
chrF++: words helping character n-grams

https://github.com/Simdiva/DSL-Task
Discriminating Similar Languages: Evaluations and Explorations

https://github.com/percyliang/brown-
NLANGP: Supervised Machine Learning System for Aspect Category Classification and Opinion Target Extraction

https://github.com/bayomim/C-HTS
C-HTS: A Concept-based Hierarchical Text Segmentation approach

https://github.com/facebookresearch/fairseq-py/blob/master/data/prepare-iwslt14.sh
Double Path Networks for Sequence to Sequence Learning

https://github.com/becxer/pointer-generator
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models

https://github.com/goldsmith/
Named entity recognition with document-specific KB tag gazetteers
DM_NLP at SemEval-2018 Task 12: A Pipeline System for Toponym Resolution

https://coinnlp.github.io/
MCScript2.0: A Machine Comprehension Corpus Focused on Script Events and Participants

https://github.com/edilsonacjr/semeval2017
NILC-USP at SemEval-2017 Task 4: A Multi-view Ensemble for Twitter Sentiment Analysis

https://github.com/coastalcph/cs_sst/blob/master/data/res/emnlp_dict.txt
Named Entity Recognition and Hashtag Decomposition to Improve the Classification of Tweets

https://github.com/Garym713/Genre-Separation-
Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction

https://unbabel.github.io/
OpenKiwi: An Open Source Framework for Quality Estimation

https://github.com/DigitalPhonetics/
Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension

https://github.com/lancopku/PKUSeg-python
Microsoft Research Asia’s Systems for WMT19

http://qats2016.github.io
SimpleNets: Quality Estimation with Resource-Light Neural Networks

https://github.com/l20n/l20n.js
UD Annotatrix: An annotation tool for Universal Dependencies

https://github.com/ijauregiCMCRC/Shared
A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems

http://rajpurkar.github.io/
Team Jack Ryder at SemEval-2019 Task 4: Using BERT Representations for Detecting Hyperpartisan News

https://github.com/ctr4si/
Towards augmenting crisis counselor training by improving message retrieval

https://github.com/JingqingZ/KG4ZeroShotText
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification

http://knowitall.github.io/
Generating Coherent Event Schemas at Scale

http://github.com/rfeinman/
Spotting Spurious Data with Neural Networks

https://github.com/soori1/ADresearch
Learning Predictive Linguistic Features for Alzheimer’s Disease and related Dementias using Verbal Utterances

https://github.com/junfenglx/reasoning_attention
Natural Language Inference from Multiple Premises

https://github.com/ronghanghu/n2nmn
CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog

https://github.com/google-research/bert#pre-trained-models
Leveraging BERT to Improve the FEARS Index for Stock Forecasting

https://github.com/jungokasai/
End-to-End Graph-Based TAG Parsing with Neural Networks
Syntax-aware Neural Semantic Role Labeling with Supertags

http://github.com/TartuNLP/bleu2vec
Results of the WMT17 Metrics Shared Task

https://github.com/ids-cv/
iParaphrasing: Extracting Visually Grounded Paraphrases via an Image

https://github.com/voikko/corevoikko
Apertium’s Web Toolchain for Low-Resource Language Technology

https://github.com/tensorflow/models/tree/f87a58/
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies

https://github.com/tkutschbach/
RST-Tace A tool for automatic comparison and evaluation of RST trees

https://github.com/mgormley/
CADET: Computer Assisted Discovery Extraction and Translation

https://github.com/timjogorman/RicherEventDescr
A Comparison of Event Representations in DEFT

https://github.com/dtag-dbu/speechalyzer
A Taxonomy of Specific Problem Classes in Text-to-Speech Synthesis: Comparing Commercial and Open Source Performance

https://github.com/adbar/vardial-experiments
Computationally efficient discrimination between language varieties with large feature vectors and regularized classifiers
Discriminating between Similar Languages using Weighted Subword Features

https://github.com/DeepLearnXMU/WDCNMT
Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination

http://github.com/neubig/modlm
Generalizing and Hybridizing Count-based and Neural Language Models

https://github.com/autoritas/RD-Lab/
Distributed Representations of Words and Documents for Discriminating Similar Languages
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks

https://github.com/helboukkouri/
Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition

https://github.com/kazeto/phillip
Deep Natural Language Understanding of News Text

https://github.com/ErwinKomen/RU-wld
A Fast and Flexible Webinterface for Dialect Research in the Low Countries

https://github.com/hcmlab/nova
From analysis to modeling of engagement as sequences of multimodal behaviors

https://github.com/asma-b/MDS-ACO
Ant Colony System for Multi-Document Summarization

https://github.com/gchrupala/visually-grounded-speech
Encoding of phonology in a recurrent neural model of grounded speech

https://github.com/CogComp/arithmetic
A Meaning-Based Statistical English Math Word Problem Solver

https://github.com/Michael0134/HedModTmplGen
Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation

https://github.com/cooelf/OneshotQA
One-shot Learning for Question-Answering in Gaokao History Challenge

https://github.com/raduionescu/vlawe-boswe/
Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation

https://github.com/RichardLitt/
Visualising Typological Relationships: Plotting WALS with Heat Maps

http://github.com/stephenroller/
Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment

https://github.com/KaimingHe/
An Evaluation of Image-Based Verb Prediction Models against Human Eye-Tracking Data

https://github.com/udapi/udapi-java
Udapi: Universal API for Universal Dependencies

https://github.com/UKPLab/coling2018_fake-news-challenge
A Retrospective Analysis of the Fake News Challenge Stance-Detection Task

https://github.com/maxfriedrich/
Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records

https://awslabs.github.io/sockeye/
Lingua Custodia at WMT’19: Attempts to Control Terminology

https://github.com/sheffieldnlp/fever-scorer
TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification

https://github.com/usarmyresearchlab/
A Web-based System for Crowd-in-the-Loop Dependency Treebanking

https://github.com/renepickhardt/generalized-language-
A Generalized Language Model as the Combination of Skipped n-grams and Modified Kneser Ney Smoothing

https://github.com/OpenSourceFieldlinguistics/
LingSync & the Online Linguistic Database: New Models for the Collection and Management of Data for Language Communities, Linguists and Language Learners

https://github.com/machinereading/wisekb-demo
A Korean Knowledge Extraction System for Enriching a KBox

https://github.com/kochkinaelena/Multitask4Veracity
All-in-one: Multi-task Learning for Rumour Verification

https://github.com/rsennrich/
Improved Neural Machine Translation using Side Information
Microsoft’s Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data
Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models
Linguistic Input Features Improve Neural Machine Translation
Neural Machine Translation of Rare Words with Subword Units
Edinburgh Neural Machine Translation Systems for WMT 16
XMU Neural Machine Translation Online Service
Towards String-To-Tree Neural Machine Translation
SYSTRAN Purely Neural MT Engines for WMT2017
XMU Neural Machine Translation Systems for WMT 17
A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine Translation
XMU Neural Machine Translation Systems for WAT 2017
Domain Control for Neural Machine Translation
Overview of the 5th Workshop on Asian Translation
Effective Adversarial Regularization for Neural Machine Translation
Reducing Odd Generation from Neural Headline Generation
The BLCU System in the BEA 2019 Shared Task
XMU Neural Machine Translation Systems for WAT2018 Myanmar-English Translation Task
Improving Mongolian-Chinese Neural Machine Translation with Morphological Noise
Depth Growing for Neural Machine Translation
Tuning Multilingual Transformers for Language-Specific Named Entity Recognition
Integration of Dubbing Constraints into Machine Translation
UdS-DFKI Participation at WMT 2019: Low-Resource (en-gu) and Coreference-Aware (en-de) Systems

https://github.com/aalto-speech/conversation-assistant
A user study to compare two conversational assistants designed for people with hearing impairments

https://github.com/idiap/
Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation
Are ACT’s Scores Increasing with Better Translation Quality?

https://github.com/pmarcis/mp-aligner
Context Independent Term Mapper for European Languages

https://github.com/amir-zeldes/xrenner
When Annotation Schemes Change Rules Help: A Configurable Approach to Coreference Resolution beyond OntoNotes

https://jersey.github.io/
NLP Web Services for Resource-Scarce Languages

https://github.com/bdhingra/ga-reader
Read and Comprehend by Gated-Attention Reader with More Belief
How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks

http://stanfordnlp.github.io/CoreNLP/ner.html
First Story Detection using Entities and Relations

http://hunspell.github.io/
Communication with Robots using Multilayer Recurrent Networks
HHU at SemEval-2016 Task 1: Multiple Approaches to Measuring Semantic Textual Similarity
Neural and FST-based approaches to grammatical error correction
A Study of Incorrect Paraphrases in Crowdsourced User Utterances

https://github.com/sfu-natlang/Kriya
Scalable Variational Inference for Extracting Hierarchical Phrase-based Translation Rules

http://github.com/facebookresearch/fastText/blob/master/pretrained-vectors.md
Towards a unified framework for bilingual terminology extraction of single-word and multi-word terms

https://github.com/unimelbbionlp/BioNLPST2016/
SeeDev Binary Event Extraction using SVMs and a Rich Feature Set

https://github.com/tavo91/ner_annot
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task

http://github.com/trinker/lexicon
Identifying the sentiment styles of YouTube’s vloggers

https://github.com/artetxem/undreamt
Rapid Adaptation of Neural Machine Translation to New Languages

http://github.com/thunlp/XQA
XQA: A Cross-lingual Open-domain Question Answering Dataset

https://stanfordnlp.github.io/coqa/
Reinforced Dynamic Reasoning for Conversational Question Generation
A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension

https://github.com/PhantomGrapes/
A Neural Multi-digraph Model for Chinese NER with Gazetteers

https://github.com/WorksApplications/SudachiPy
Sudachi: a Japanese Tokenizer for Business

https://github.com/prakhar987/InjectingBilingual
Injecting Word Embeddings with Another Language’s Resource : An Application of Bilingual Embeddings

https://github.com/aneesha/RAKE
Cluster Labeling by Word Embeddings and WordNet's Hypernymy
Abstractive Unsupervised Multi-Document Summarization using Paraphrastic Sentence Fusion
Extract with Order for Coherent Multi-Document Summarization
Document Level Novelty Detection: Textual Entailment Lends a Helping Hand

https://github.com/percyliang/sempre/
Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing

https://github.com/heukirne/EmoInt
PLN-PUCRS at EmoInt-2017: Psycholinguistic features for emotion intensity prediction in tweets

https://github.com/yaserkl/RLSeq2Seq
This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation

https://github.com/skasewa/wronging
Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection

https://github.com/yinwenpeng/SciTail
End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions

https://github.com/CIRCSE/WFL
Harmonizing Different Lemmatization Strategies for Building a Knowledge Base of Linguistic Resources for Latin

https://github.com/Franck-Dernoncourt/naacl2016
Multi-level Gated Recurrent Neural Network for dialog act classification

https://github.com/elikip/bist-parser/tree/master/bmstparser
An empirical study for Vietnamese dependency parsing

https://github.com/gamallo/Perplexity/tree/master/resources/DiaPT
Measuring language distance among historical varieties using perplexity. Application to European Portuguese.

https://healthnlp.github.io/
Clinical Concept Extraction for Document-Level Coding

https://github.com/turboLJY/
Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine Decoding

https://github.com/tatyana-ruzsics/uzh-corpuslab-normalization
Encoder-Decoder Methods for Text Normalization

https://github.com/alvations/bayesline
Discriminating between Similar Languages using Weighted Subword Features

https://github.com/xiaoling/figer
An Empirical Study on Fine-Grained Named Entity Recognition

https://github.com/anna-ka/HAPS
C-HTS: A Concept-based Hierarchical Text Segmentation approach

https://fh295.github.io/simlex.html
Gating Mechanisms for Combining Character and Word-level Word Representations: an Empirical Study
Classification of Semantic Paraphasias: Optimization of a Word Embedding Model

https://github.com/Avmb/deep-nmt-
Leveraging SNOMED CT terms and relations for machine translation of clinical texts from Basque to Spanish

https://github.com/moses-smt/mosesdecoder/tree/master/
Investigating Phrase-Based and Neural-Based Machine Translation on Low-Resource Settings

https://github.com/mourga/
Attention-based Conditioning Methods for External Knowledge Integration

https://github.com/hiroki13/neural-pasa-system
Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis

https://github.com/ttpro1995/
Using Context Events in Neural Network Models for Event Temporal Status Identification

https://github.com/milangritta/
Which Melbourne? Augmenting Geocoding with Maps

https://github.com/dmlc/xgboost/blob/
Feature Engineering for Second Language Acquisition Modeling

https://github.com/clarinsi/
Adapting a State-of-the-Art Tagger for South Slavic Languages to Non-Standard Text
What does Neural Bring? Analysing Improvements in Morphosyntactic Annotation and Lemmatisation of Slovenian, Croatian and Serbian

https://github.com/espeak-ng/espeak-ng/
Revisiting NMT for Normalization of Early English Letters

https://audiocaps.github.io/supp
AudioCaps: Generating Captions for Audios in The Wild

https://github.com/claravania/
What do we need to know about an unknown word when parsing German

https://github.com/lanwuwei/SPM_toolkit
Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering

https://loganlebanoff.github.io/data/
Automatic Detection of Vague Words and Sentences in Privacy Policies

https://github.com/monikkinom/ner-
Towards Deep Learning in Hindi NER: An approach to tackle the Labelled Data Sparsity

https://github.com/aniramm/
Annotating tense, mood and voice for English, French and German

https://github.com/attardi/
Bilingual Segmented Topic Model
Colorless Green Recurrent Networks Dream Hierarchically
An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling
Overview of the Second BUCC Shared Task: Spotting Parallel Sentences in Comparable Corpora
Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages?
Word vectors, reuse, and replicability: Towards a community repository of large-text resources
Using Wikipedia Edits in Low Resource Grammatical Error Correction
Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources
Segmentation-free compositional n-gram embedding-gram embedding
hULMonA: The Universal Language Model in Arabic
MoNoise: A Multi-lingual and Easy-to-use Lexical Normalization Tool
Probing Multilingual Sentence Representations With X-Probe
Training Data Augmentation for Context-Sensitive Neural Lemmatizer Using Inflection Tables and Raw Text
Bilingual Lexicon Induction through Unsupervised Machine Translation

https://github.com/jebivid/adversarial-nmt
On Adversarial Examples for Character-Level Neural Machine Translation

https://github.com/peteanderson80/bottom-up-attention
Multi-grained Attention with Object-level Grounding for Visual Question Answering

https://github.com/isi-nlp/Zoph
Does String-Based Neural MT Learn Source Syntax?
Why Neural Translations are the Right Length
Generating Topical Poetry

https://github.com/nusnlp/m2scorer/
Using Wikipedia Edits in Low Resource Grammatical Error Correction

https://github.com/bestiejs/benchmark.js
Learning Succinct Models: Pipelined Compression with L1-Regularization, Hashing, Elias-Fano Indices, and Quantization

https://github.com/lateral/
Using hyperbolic large-margin classifiers for biological link prediction

https://github.com/mojtaba-khallash/
An Empirical Study on the Effect of Morphological and Lexical Features in Persian Dependency Parsing

https://github.com/citiususc/
Adapting SimpleNLG to Spanish
A Web Interface for Diachronic Semantic Search in Spanish
Citius at SemEval-2017 Task 2: Cross-Lingual Similarity from Comparable Corpora and Dependency-Based Contexts
CitiusNLP at SemEval-2018 Task 10: The Use of Transparent Distributional Models and Salient Contexts to Discriminate Word Attributes

https://github.com/gpfinley/analogies
What Analogies Reveal about Word Vectors and their Compositionality
Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP)

https://github.com/se4u/
MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models

https://github.com/happywwy/
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis

https://github.com/zhaocq-nlp/MT-data-processing
NJU Submissions for the WMT19 Quality Estimation Shared Task

https://gist.github.com/mbejda/
IIT (BHU) Submission for the ACL Shared Task on Named Entity Recognition on Code-switched Data

https://github.com/luohongyin/
Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference Resolution

http://github.com/sistanlp/processors
Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering

https://github.com/stanojevic/beer
Results of the WMT18 Metrics Shared Task: Both characters and embeddings achieve good performance
Evaluating Word Order Recursively over Permutation-Forests
Fitting Sentence Level Translation Evaluation with Many Dense Features

http://gabgoh.github.io/ThoughtVectors/
Learning and Evaluating Sparse Interpretable Sentence Embeddings

https://github.com/zhawe01/fairseq-gec
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data

https://github.com/XuezheMax/
Evaluation of a Sequence Tagging Tool for Biomedical Texts
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging
From Word Segmentation to POS Tagging for Vietnamese

https://github.com/emorynlp/
SemEval 2018 Task 4: Character Identification on Multiparty Dialogues
Know Who Your Friends Are: Understanding Social Connections from Unstructured Text
Characterizing Interactions and Relationships between People
Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog

http://github.com/strubell/
Linguistically-Informed Self-Attention for Semantic Role Labeling

https://github.com/iarroyof/sts_align
LIPN-IIMAS at SemEval-2017 Task 1: Subword Embeddings, Attention Recurrent Neural Networks and Cross Word Alignment for Semantic Textual Similarity

https://github.com/utcompling/
Hierarchical Discriminative Classification for Text-Based Geolocation
Estimating User Location in Social Media with Stacked Denoising Auto-encoders
Supervised Text-based Geolocation Using Language Models on an Adaptive Grid

https://github.com/own-pt/cl-conllu
Universal Dependencies for Portuguese

https://github.com/derekgreene/topic-stability
Twitter Topic Modeling by Tweet Aggregation

https://github.com/MiuLab/DualSL
Dual Supervised Learning for Natural Language Understanding and Generation

https://github.com/nyu-mll/
Grammar Induction with Neural Language Models: An Unusual Replication

https://github.com/DocNow/twarc
Illegal is not a Noun: Linguistic Form for Detection of Pejorative Nominalizations
Anaphora Resolution for Twitter Conversations: An Exploratory Study

https://github.com/VowpalWabbit/vowpal
ltl.uni-due at SemEval-2019 Task 5: Simple but Effective Lexico-Semantic Features for Detecting Hate Speech in Twitter

http://lihongli.github.io
Neural Approaches to Conversational AI

https://github.com/thunlp/attribute_charge
Few-Shot Charge Prediction with Discriminative Legal Attributes

https://github.com/tony-hong/roleo
Roleo: Visualising Thematic Fit Spaces on the Web

https://github.com/muchafel/judgmentPrediction
Agree or Disagree: Predicting Judgments on Nuanced Assertions

https://github.com/henchc/CLFL
Supervised Machine Learning for Hybrid Meter

https://github.com/dustalov/watset
Watset: Automatic Induction of Synsets from a Graph of Synonyms

https://github.com/stanojevic/Left-
A Sound and Complete Left-Corner Parsing for Minimalist Grammars

https://github.com/rsennrich/wmt2014-scripts
The JHU Machine Translation Systems for WMT 2016

https://github.com/keisks/jfleg
Connecting the Dots: Towards Human-Level Grammatical Error Correction
JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction

https://github.com/mgparsing/astar_
Wide-Coverage Neural A* Parsing for Minimalist Grammars

https://github.com/amalinovskiy/
UPF-Cobalt Submission to WMT15 Metrics Task
CobaltF: A Fluent Metric for MT Evaluation

https://github.com/BordiaS/language-model-bias
Identifying and Reducing Gender Bias in Word-Level Language Models

http://universaldependencies.github.io/docs/u/dep/all.html
Universal Dependencies for Croatian (that work for Serbian, too)

https://github.com/VictorProkhorov/
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models

https://github.com/pytorch/examples/tree/master/word
Large-scale Cloze Test Dataset Created by Teachers

https://github.com/ronancummins/spud
Mathematical Information Retrieval based on Type Embeddings and Query Expansion

https://github.com/meinwerk/
Syllable-level Neural Language Model for Agglutinative Language

https://github.com/aritter/twitter_nlp/
Improved Part-of-Speech Tagging for Online Conversational Text with Word Clusters

https://github.com/stef-roos/MotifAnalysis
Quantifying Semantics using Complex Network Analysis

https://github.com/DUT-
Hierarchical Attention Based Position-Aware Network for Aspect-Level Sentiment Analysis

https://github.com/adrianeboyd/feat
Normalization in Context: Inter-Annotator Agreement for Meaning-Based Target Hypothesis Annotation

https://github.com/StevenLOL/ialp2016_Shared_Task
Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level

https://github.com/brmson/question-classification
Simple and Effective Semi-Supervised Question Answering

https://github.com/UKPLab/emnlp2017-c
What is the Essence of a Claim? Cross-Domain Claim Identification

https://github.com/EuropeanaNewspapers/europeananp-ner/tree
An Open Corpus for Named Entity Recognition in Historic Newspapers

https://github.com/coursera-dl/coursera-dl
Prerequisite Relation Learning for Concepts in MOOCs

https://github.com/coli-saar/am-parser
Compositional Semantic Parsing across Graphbanks

https://cmusphinx.github.io/
PronouncUR: An Urdu Pronunciation Lexicon Generator

https://github.com/AndreaXu0401/ALIDRC
Using active learning to expand training data for implicit discourse relation recognition

https://github.com/zeeeyang/two-local-neural-conparsers
Two Local Models for Neural Constituent Parsing

https://github.com/dlatk
Residualized Factor Adaptation for Community Social Media Prediction Tasks
The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions

https://github.com/robertostling/efselab
The Uppsala Corpus of Student Writings: Corpus Creation, Annotation, and Analysis
SWEGRAM – A Web-Based Tool for Automatic Annotation and Analysis of Swedish Texts

https://github.com/kermitt2/grobid
Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study
PDFdigest: an Adaptable Layout-Aware PDF-to-XML Textual Content Extractor for Scientific Articles
Providing and Analyzing NLP Terms for our Community

https://github.com/CoNLL-UD-2017/darc
The parse is darc and full of errors: Universal dependency parsing with transition-based and graph-based algorithms

https://github.com/clab/cnn/
Incorporating Structural Alignment Biases into an Attentional Neural Translation Model
Incorporating Side Information into Recurrent Neural Network Language Models

https://github.com/ddediu/lgfam-newick/blob/
Defining and Counting Phonological Classes in Cross-linguistic Segment Databases

https://github.com/brmson/yodaqa/wiki/Benchmarks
Simple and Effective Multi-Paragraph Reading Comprehension

https://github.com/DavidGrangier/
Neural Text Generation from Structured Data with Application to the Biography Domain
A Sequence Modeling Approach for Structured Data Extraction from Unstructured Text

https://github.com/thunlp/CANE
Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors

https://github.com/tanthongtan/dv-cosine
Sentiment Classification Using Document Embeddings Trained with Cosine Similarity

https://github.com/JULIELab/EmoMap
Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level

https://allenai.github.io/scispacy/
REflex: Flexible Framework for Relation Extraction in Multiple Domains

https://github.com/kimiyoung/transfer
Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition

http://ucam-smt.github.io/sgnmt/html/
The Edit Distance Transducer in Action: The University of Cambridge English-German System at WMT16
Why not be Versatile? Applications of the SGNMT Decoder for Machine Translation
Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices
SGNMT – A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies
Syntactically Guided Neural Machine Translation

https://github.com/MonkandMonkey/
Peperomia at SemEval-2018 Task 2: Vector Similarity Based Approach for Emoji Prediction

https://github.com/akivajp/inc-giza-pp
Selecting Syntactic, Non-redundant Segments in Active Learning for Machine Translation

https://github.com/ryankiros/skip-thoughts
Sentence Similarity Measures for Fine-Grained Estimation of Topical Relevance in Learner Essays
Speaker Naming in Movies
Rethinking Skip-thought: A Neighborhood based Approach
An RNN-based Binary Classifier for the Story Cloze Test
A Simple and Effective Approach to the Story Cloze Test
Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations
Idiom Token Classification using Sentential Distributed Semantics
DT_Team at SemEval-2017 Task 1: Semantic Similarity Using Alignments, Sentence-Level Embeddings and Gaussian Mixture Model Output
Assessing Composition in Sentence Vector Representations
Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations

https://github.com/tmu-nlp/sscorpus
Building a Monolingual Parallel Corpus for Text Simplification Using Sentence Similarity Based on Alignment between Word Embeddings

https://github.com/riktimmondal/
JU-Saarland Submission to the WMT2019 English–Gujarati Translation Shared Task

https://github.com/cambridgeltl/wa-eval/
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation

https://github.com/SnippyHolloW/contextual_word_segmentation/tree/master/
Unsupervised Word Segmentation in Context

https://github.com/neubig/
Hidden Markov Tree Model for Word Alignment
ConvSent at CLPsych 2019 Task A: Using Post-level Sentiment Features for Suicide Risk Prediction on Reddit

https://github.com/Senjuti/Fashion-Analytics
Fashioning Data - A Social Media Perspective on Fast Fashion Brands

http://github.com/percyliang/
SU-FMI: System Description for SemEval-2014 Task 9 on Sentiment Analysis in Twitter

https://github.com/hltfbk/EOP-1.2.1/
Multi-Level Alignments As An Extensible Representation Basis for Textual Entailment Algorithms

https://github.com/rfdj/SimpleNLG-NL
Going Dutch: Creating SimpleNLG-NL

https://github.com/chardmeier/docent
Using a Graph-based Coherence Model in Document-Level Machine Translation

https://github.com/kkalouli/SICK-processing
Textual Inference: getting logic from humans

http://vukbatanovic.github.io/STSFineGrain/
Fine-grained Semantic Textual Similarity for Serbian

https://github.com/milangritta/Minimalist-Location-
Vancouver Welcomes You! Minimalist Location Metonymy Resolution

https://github.com/AnthonyMRios/
Tackling Biomedical Text Summarization: OAQA at BioASQ 5B
Sieg at MEDIQA 2019: Multi-task Neural Ensemble for Biomedical Inference and Entailment

https://github.com/Simmetrics/
TextFlow: A Text Similarity Measure based on Continuous Sequences

https://github.com/subramanyamdvss/UnsupNTS
Unsupervised Neural Text Simplification

https://github.com/KelleyYin/
Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention

https://github.com/AIPHES/hMDS
The Next Step for Multi-Document Summarization: A Heterogeneous Multi-Genre Corpus Built with a Novel Construction Approach

https://github.com/hxbai/Deep_Enhanced_
Implicit Discourse Relation Identification for Open-domain Dialogues

https://github.com/irit-melodi/irit-rst-dt
A Dependency Perspective on RST Discourse Parsing and Evaluation

https://github.com/goodmami/
Neural Text Generation from Rich Semantic Representations

https://github.com/MingleiLI/emotion_corpus_weibo
Emotion Corpus Construction Based on Selection from Hashtags

https://github.com/mfaruqui/eval-word-vectors
Multilingual Factor Analysis

https://github.com/WladimirSidorenko/SentiLex
Generating Sentiment Lexicons for German Twitter

https://github.com/akashgit/autoencoding_vi_for_
Topic Modeling with Wasserstein Autoencoders

http://ryancotterell.github.io/
A Joint Model of Orthography and Morphological Segmentation
Morphological reinflection with convolutional neural networks
Improving Sequence to Sequence Learning for Morphological Inflection Generation: The BIU-MIT Systems for the SIGMORPHON 2016 Shared Task for Morphological Reinflection

https://github.com/BYU-NLP-Lab/Experiments
Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types

https://github.com/termith-anr/TermITH-Eval
TermITH-Eval: a French Standard-Based Resource for Keyphrase Extraction Evaluation

https://github.com/assulan/STRANDAligner
A Statistical Model for Measuring Structural Similarity between Webpages

http://github.com/bethard/timenorm
HLT-FBK: a Complete Temporal Processing System for QA TempEval

https://github.com/pxuab/emo2vec_
ConSSED at SemEval-2019 Task 3: Configurable Semantic and Sentiment Emotion Detector

https://github.com/donnyslin/KCAT
KCAT: A Knowledge-Constraint Typing Annotation Tool

https://github.com/ninjin/geniass
BioNLP Shared Task 2013: Supporting Resources

https://github.com/zytian9/SemEval-2019-Task-6
UM-IU@LING at SemEval-2019 Task 6: Identifying Offensive Tweets Using BERT and SVMs

https://github.com/vishalbhalla/
Evaluation of automatic collocation extraction methods for language learning

https://github.com/UKPLab/iwcs2017-answer-selection
Representation Learning for Answer Selection with LSTM-Based Importance Weighting

https://github.com/mynlp/ccg2lambda
ccg2lambda: A Compositional Semantics System
Neural sentence generation from formal semantics
Determining Semantic Textual Similarity using Natural Deduction Proofs
Visual Denotations for Recognizing Textual Entailment
Higher-order logical inference with compositional semantics
Building compositional semantics and higher-order inference system for a wide-coverage Japanese CCG parser
Acquisition of Phrase Correspondences Using Natural Deduction Proofs
Questions in Dependent Type Semantics

https://github.com/chrishokamp/
Ensembling Factored Neural Machine Translation Models for Automatic Post-Editing and Quality Estimation

https://github.com/rwth-i6/CharacTER
Results of the WMT18 Metrics Shared Task: Both characters and embeddings achieve good performance
The RWTH Aachen University Supervised Machine Translation Systems for WMT 2018
A Comparison on Fine-grained Pre-trained Embeddings for the WMT19Chinese-English News Translation Task

https://github.com/transfer-learning-asr/transfer-
Transfer Learning for Speech Recognition on a Budget

https://github.com/lowerquality/
A Linguistically-Informed Fusion Approach for Multimodal Depression Detection
KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos

https://github.com/nazneenrajani/CoS-E
Explain Yourself! Leveraging Language Models for Commonsense Reasoning

https://github.com/clic-lab/scone
Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation

http://udapi.github.io
Udapi: Universal API for Universal Dependencies

https://github.com/tmu-nlp/
Construction of a Japanese Word Similarity Dataset
Japanese Sentiment Classification using a Tree-Structured Long Short-Term Memory with Attention

https://github.com/alvations/SeedLing
Short-Term Projects, Long-Term Benefits: Four Student NLP Projects for Low-Resource Languages
SeedLing: Building and Using a Seed corpus for the Human Language Project

https://github.com/medigeek/kmp-downloader
If You Can’t Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking

https://github.com/karpathy/
FOIL it! Find One mismatch between Image and Language caption

http://www.github.com/webis-de/ACL-18
A Stylometric Inquiry into Hyperpartisan and Fake News

http://attardi.github.io/wikiextractor/
Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages

http://github.com/janabeck/annotald
Rapid Deployment of Phrase Structure Parsing for Related Languages: A Case Study of Insular Scandinavian

https://github.com/clab/dynet/
Improved Neural Machine Translation using Side Information

https://github.com/tudarmstadt-lt/sensegram
Sense-Aware Neural Models for Pun Location in Texts

http://ucam-smt.github
Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices

https://github.com/microsoft/icecaps
Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling

https://github.com/clab/lstm-parser/
DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers
Differentia compositionem facit. A Slower-Paced and Reliable Parser for Latin

https://github.com/phatpiglet/
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset
SCIA at SemEval-2019 Task 3: Sentiment Analysis in Textual Conversations Using Deep Learning

http://nlesc.github.io/
Storyteller: Visual Analytics of Perspectives on Rich Text Interpretations

https://github.com/quark0/ANALOGY
Improving Knowledge Graph Embedding Using Simple Constraints
On Evaluating Embedding Models for Knowledge Base Completion

https://github.com/eschling/morphogen;
Translating into Morphologically Rich Languages with Synthetic Phrases

https://github.com/EdinburghNLP/wikigen
Bootstrapping Generators from Noisy Data

https://github.com/jdellert/iwsa
Combining Information-Weighted Sequence Alignment and Sound Correspondence Models for Improved Cognate Detection

http://github.com/joshua-decoder/joshua
Joshua 3.0: Syntax-based Machine Translation with the Thrax Grammar Extractor

http://github.com/DFKI-MLT/JTok
Automatic Analysis of Flaws in Pre-Trained NLP Models

http://github.com/tensorflow/models/tree/master/syntaxnet
Globally Normalized Transition-Based Neural Networks

https://github.com/jefferyYu/
Adversarial Category Alignment Network for Cross-domain Sentiment Classification

http://github.com/danielhers/semstr/
Universal Dependency Parsing with a General Transition-Based DAG Parser

https://github.com/JanOdijk/chamd
The AnnCor CHILDES Treebank

https://github.com/naiaden/cococpyp
Improving cross-domain n-gram language modelling with skipgrams

https://github.com/lifengjin/db-pcfg
Unsupervised Grammar Induction with Depth-bounded PCFG

https://github.com/nicolashernandez/
PyRATA, Python Rule-based feAture sTructure Analysis

https://taku910.github.io/crfpp//
The impact of simple feature engineering in multilingual medical NER

https://github.com/sai-prasanna/
Zoho at SemEval-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion Mining

https://github.com/evrog/PunFields
PunFields at SemEval-2018 Task 3: Detecting Irony by Tools of Humor Analysis
PunFields at SemEval-2017 Task 7: Employing Roget’s Thesaurus in Automatic Pun Recognition and Interpretation

https://github.com/clab/wikipedia-parallel-titles
Obtaining SMT dictionaries for related languages

https://github.com/amrisi/amr-guidelines
AMR-to-text Generation with Synchronous Node Replacement Grammar
Creation of a Balanced State-of-the-Art Multilayer Corpus for NLU

https://github.com/savoirfairelinux/
AudioCaps: Generating Captions for Audios in The Wild

https://github.com/sillsdev
LingSync & the Online Linguistic Database: New Models for the Collection and Management of Data for Language Communities, Linguists and Language Learners

https://github.com/BVLC/caffe
Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition
Image Representations and New Domains in Neural Image Captioning

https://github.com/alfredomg/GeBNLP2019
Measuring Gender Bias in Word Embeddings across Domains and Discovering New Gender Bias Word Categories

http://github.com/dlatk/
DLATK: Differential Language Analysis ToolKit
Current and Future Psychological Health Prediction using Language and Socio-Demographics of Children for the CLPysch 2018 Shared Task

https://github.com/joshua-decoder/
Joshua 3.0: Syntax-based Machine Translation with the Thrax Grammar Extractor

https://github.com/bpopeters/mg2p
Massively Multilingual Neural Grapheme-to-Phoneme Conversion

https://github.com/nmrksic/attract-repel
Encoding Sentiment Information into Word Vectors for Sentiment Analysis
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation
Specialising Word Vectors for Lexical Entailment
Using pseudo-senses for improving the extraction of synonyms from word embeddings
Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation

https://github.com/cambridgeltl/
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
Cross-Lingual Syntactically Informed Distributed Word Representations
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Enhancing biomedical word embeddings by retrofitting to verb clusters
Measuring Gender Bias in Word Embeddings across Domains and Discovering New Gender Bias Word Categories
Learning How to Active Learn by Dreaming

https://github.com/salesforce/matchbox
Parallelizable Stack Long Short-Term Memory

https://github.com/monkeylearn/sentiment-analysis-
Amobee at SemEval-2018 Task 1: GRU Neural Network with a CNN Attention Mechanism for Sentiment Classification

https://github.com/sara-nl/
Two Architectures for Parallel Processing of Huge Amounts of Text

https://github.com/openai/finetune-transformer-lm
Recursive Routing Networks: Learning to Compose Modules for Language Understanding

https://github.com/nert-gu/streusle
Multi-Task Learning for Sequence Tagging: An Empirical Study

https://github.com/cgpotts/swda
A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks

https://github.com/studio-ousia/
Representation Learning of Entities and Documents from Knowledge Base Descriptions

https://elisa-ie.github.io
ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System

https://github.com/dbpedia-spotlight
ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain

https://github.com/dair-iitd/kglr.git
Knowledge-Guided Linguistic Rewrites for Inference Rule Verification

https://github.com/parthatalukdar/junto
Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing
Improving Statistical Machine Translation with a Multilingual Paraphrase Database
Microblog Entity Linking by Leveraging Extra Posts
Bootstrapping via Graph Propagation

http://github.com/smartschat/cort
Search Space Pruning: A Simple Solution for Better Coreference Resolvers

https://github.com/huhailinguist/ccg2mono
Polarity Computations in Flexible Categorial Grammar

http://github.com/proycon/wsd2
WSD2: Parameter optimisation for Memory-based Cross-Lingual Word-Sense Disambiguation

https://github.com/datienguyen/cnn_
Discourse Coherence in the Wild: A Dataset, Evaluation and Methods
A Neural Local Coherence Model
Multi-Task Learning for Coherence Modeling

http://github.com/universaldependencies/
Universal Dependencies v1: A Multilingual Treebank Collection

https://github.com/fozziethebeat/TopicModelComparison
Exploring Topic Coherence over Many Models and Many Topics

https://github.com/arthua196/
Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets

https://github.com/tudarmstadt-lt/
Making Sense of Word Embeddings
Improving Word Sense Disambiguation in Neural Machine Translation with Sense Embeddings
Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation
Efficient Graph-based Word Sense Induction by Distributional Inclusion Vector Embeddings

http://github.com/neulab/compare-mt
compare-mt: A Tool for Holistic Comparison of Language Generation Systems

https://github.com/keha76/Swedish-Readability-
CNGL-CORE: Referential Translation Machines for Measuring Semantic Similarity
CNGL: Grading Student Answers by Acts of Translation

https://github.com/pilehvar/adw/
An Open-source Framework for Multi-level Semantic Similarity Measurement

https://github.com/redpony/creg
Identifying the L1 of non-native writers: the CMU-Haifa system
Cross-Lingual Metaphor Detection Using Common Semantic Features
Generating English Determiners in Phrase-Based Translation with Synthetic Translation Options

https://github.com/fabioacl/
Contributions to Clinical Named Entity Recognition in Portuguese

https://github.com/danieldk/citar
Effective Measures of Domain Similarity for Parsing

https://github.com/CMU-Perceptual-Computing-
Improving American Sign Language Recognition with Synthetic Data

http://proycon.github.io/clam/
Synergy of Nederlab and

https://github.com/lixin4ever/TNet
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

http://github.com/danielhers/wsj
Multitask Parsing Across Semantic Representations

https://github.com/medialab/ANTA
ELCO3: Entity Linking with Corpus Coherence Combining Open Source Annotators

https://github.com/anelachan/sentimentanalysis
Clark Kent at SemEval-2019 Task 4: Stylometric Insights into Hyperpartisan News Detection

https://github.com/yustoris/
Building A Handwritten Cuneiform Character Imageset
Contrasting Vertical and Horizontal Transmission of Typological Features

https://github.com/jhclark/multeval/
Phrase Table Induction Using In-Domain Monolingual Data for Domain Adaptation in Statistical Machine Translation

https://github.com/lilt/alignment-scripts
Saliency-driven Word Alignment Interpretation for Neural Machine Translation

https://github.com/rubenIzquierdo/
VUA-background : When to Use Background Information to Perform Word Sense Disambiguation
Addressing the MFS Bias in WSD systems

https://github.com/cambridgeltl/BioNLP-2016
Cancer Hallmark Text Classification Using Convolutional Neural Networks

http://www.github.com/kornai/4lang
Measuring Semantic Similarity of Words Using Concept Networks

https://github.com/nyu-dl/
Doubly-Attentive Decoder for Multi-modal Neural Machine Translation
The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMT
Low-rank passthrough neural networks
Linguistic Input Features Improve Neural Machine Translation
Edinburgh Neural Machine Translation Systems for WMT 16
XMU Neural Machine Translation Online Service
Using Monolingual Data in Neural Machine Translation: a Systematic Study
Task-Oriented Query Reformulation with Reinforcement Learning
Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German
Chunk-Based Bi-Scale Decoder for Neural Machine Translation
Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation
Modeling Source Syntax for Neural Machine Translation
XMU Neural Machine Translation Systems for WMT 17
XMU Neural Machine Translation Systems for WAT 2017
An empirical study on the effectiveness of images in Multimodal Neural Machine Translation
XMU Neural Machine Translation Systems for WAT2018 Myanmar-English Translation Task

https://github.com/tuzhaopeng/
Context Gates for Neural Machine Translation

https://github.com/vinhkhuc/Twitter-
Modelling Irony in Twitter

https://github.com/thunlp/KB2E
Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder
Knowledge Graph Embedding with Hierarchical Relation Structure
Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding
OpenKE: An Open Toolkit for Knowledge Embedding

https://github.com/ben-
Identifying the sentiment styles of YouTube’s vloggers

https://github.com/jonorthwash/ud-annotatrix
UD Annotatrix: An annotation tool for Universal Dependencies

https://github.com/acohan/long-summarization
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

https://github.com/EgorLakomkin/
KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos

https://github.com/reckart/jazzy
ESCRITO - An NLP-Enhanced Educational Scoring Toolkit

https://github.com/Semeval2019Task9/Subtask-
m_y at SemEval-2019 Task 9: Exploring BERT for Suggestion Mining

https://github.com/kuhumcst/DK-ClarinTools
Implementation of a Workflow Management System for Non-Expert Users

https://github.com/bwallace/rationale-CNN
Rationale-Augmented Convolutional Neural Networks for Text Classification

https://github.com/SUTDNLP/ZPar
Two Local Models for Neural Constituent Parsing
Neural Network for Heterogeneous Annotations
Shift-Reduce Constituent Parsing with Neural Lookahead Features
Head-Lexicalized Bidirectional Tree LSTMs

https://github.com/isl-mt/SemanticWordReplacement-
Automated Evaluation of Out-of-Context Errors

https://github.com/huggingface/neuralcoref
Textual Entailment based Question Generation
Repurposing Entailment for Multi-Hop Question Answering Tasks
Generating Animations from Screenplays

https://github.com/clarinsi/csmtiser
Adapting a State-of-the-Art Tagger for South Slavic Languages to Non-Standard Text
A Large-Scale Comparison of Historical Text Normalization Systems

https://github.com/KBNLresearch/
A Named Entity Recognition Shootout for German

https://yale-lily.github.io/seq2sql/
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

https://gist.github.com/edunov/
CUED@WMT19:EWC&LMs

http://github.com/google/seq2seq
Efficient Attention using a Fixed-Size Memory Representation

https://github.com/boudinfl/kea
Construction of a Free Large Part-of-Speech Annotated Corpus in French (Construction d’un large corpus écrit libre annoté morpho-syntaxiquement en français) [in French]
Building Monolingual Comparable and Annotated Corpora: An experimental study from a pos tagged corpus (Construire un corpus monolingue annoté comparable Expérience à partir d’un corpus annoté morpho-syntaxiquement) [in French]

https://github.com/utcompling/WarOfTheRebellion
Creating a Novel Geolocation Corpus from Historical Texts

https://github.com/pltrdy/files2rouge
Frustratingly Easy Model Ensemble for Abstractive Summarization
Data-efficient Neural Text Compression with Interactive Learning

https://github.com/shouryaj98/Hackabout-2017-Round-
IRCMS at SemEval-2018 Task 7 : Evaluating a basic CNN Method and Traditional Pipeline Method for Relation Classification

https://github.com/OpenNMT/OpenNMT-tf/blob/mas-
Developing a Neural Machine Translation system for Irish

https://github.com/duncanka/BECauSE
The BECauSE Corpus 2.0: Annotating Causality and Overlapping Relations

https://github.com/pytorch/fairseq
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions
Dissecting Contextual Word Embeddings: Architecture and Representation
Hunter NMT System for WMT18 Biomedical Translation Task: Transfer Learning in Neural Machine Translation
Bridging the Gap between Training and Inference for Neural Machine Translation
Artificial Error Generation with Fluency Filtering
Saliency-driven Word Alignment Interpretation for Neural Machine Translation
NTT’s Machine Translation Systems for WMT19 Robustness Task
An Effective Approach to Unsupervised Machine Translation
Positional Encoding to Control Output Sequence Length
Attention over Heads: A Multi-Hop Attention for Neural Machine Translation
Learning Deep Transformer Models for Machine Translation
Cross-Sentence Grammatical Error Correction
The BLCU System in the BEA 2019 Shared Task
Kingsoft’s Neural Machine Translation System for WMT19
The Unbearable Weight of Generating Artificial Errors for Grammatical Error Correction
TMU Transformer System Using BERT for Re-ranking at BEA 2019 Grammatical Error Correction on Restricted Track
Microsoft Research Asia’s Systems for WMT19
Evaluating Gender Bias in Machine Translation
Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data
Depth Growing for Neural Machine Translation
The AIP-Tohoku System at the BEA-2019 Shared Task
A Neural Grammatical Error Correction System Built On Better Pre-training and Sequential Transfer Learning
The TALP-UPC System for the WMT Similar Language Task: Statistical vs Neural Machine Translation
Improving Precision of Grammatical Error Correction with a Cheat Sheet
Lost in Machine Translation: A Method to Reduce Meaning Loss
Integration of Dubbing Constraints into Machine Translation
CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks
Johns Hopkins University Submission for WMT News Translation Task

https://github.com/internetarchive/wayback/
Efficient construction of metadata-enhanced web corpora

https://github.com/lephong/lstm-rnn
The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization
Quantifying the Vanishing Gradient and Long Distance Dependency Problem in Recursive Neural Networks and Recursive LSTMs

https://github.com/vaskonov/scfg/blob/
The Negochat Corpus of Human-agent Negotiation Dialogues

https://github.com/ufal/treex
Targeted Paraphrasing on Deep Syntactic Layer for MT Evaluation
Udapi: Universal API for Universal Dependencies
Translation Model Interpolation for Domain Adaptation in TectoMT
First Steps in Using Word Senses as Contextual Features in Maxent Models for Machine Translation

http://github.com/sivareddyg/graph-parser
Transforming Dependency Structures to Logical Forms for Semantic Parsing

https://github.com/allenai/comb_dist_
Combining Distant and Direct Supervision for Neural Relation Extraction

https://github.com/sbnlp/
External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathway
Extracting Biological Pathway Models From NLP Event Representations

https://github.com/amir-zeldes/rstweb
A Discourse Signal Annotation System for RST Trees

https://github.com/yuri-bizzoni/Metaphor-Paraphrase
The Effect of Context on Metaphor Paraphrase Aptness Judgments

https://github.com/yuliagrishina/
Projection-based Coreference Resolution Using Deep Syntax
CORBON 2017 Shared Task: Projection-Based Coreference Resolution

https://github.com/czyssrs/GloREPlus
Global Textual Relation Embedding for Relational Understanding

https://github.com/DeFacto/FactBench
Belittling the Source: Trustworthiness Indicators to Obfuscate Fake News on the Web

https://github.com/pytorch/examples/tree/master/word_language_model
Semantic Variation in Online Communities of Practice

https://github.com/idio/wiki2vec
Entity Commonsense Representation for Neural Abstractive Summarization

https://github.com/ghpaetzold/massalign
Text Simplification from Professionally Produced Corpora

https://github.com/SEERNET/EmoInt
Seernet at EmoInt-2017: Tweet Emotion Intensity Estimator
SeerNet at SemEval-2018 Task 1: Domain Adaptation for Affect in Tweets

https://github.com/trunghlt/AdverseDrugReaction
Adverse Drug Reaction Classification With Deep Neural Networks

http://github.com/kornai/pymachine
MathLingBudapest: Concept Networks for Semantic Similarity

https://tudarmstadt-lt.github.io/seg/
EmpiriST: AIPHES - Robust Tokenization and POS-Tagging for Different Genres

https://github.com/hslh/
The Other Side of the Coin: Unsupervised Disambiguation of Potentially Idiomatic Expressions by Contrasting Senses

http://github.com/nyu-dl/dl4mt-tutorial/
Why Catalan-Spanish Neural Machine Translation? Analysis, comparison and combination with standard Rule and Phrase-based technologies

https://github.com/elenamusi/
Towards Feasible Guidelines for the Annotation of Argument Schemes

https://github.com/tuhinjubcse/FEVER-EMNLP
Robust Document Retrieval and Individual Evidence Modeling for Fact Extraction and Verification.

https://github.com/pfnet-research/
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations

https://github.com/IldikoPilan/sent_cefr
Investigating the importance of linguistic complexity features across different datasets related to language learning

https://github.com/salesforce/nonauto-nmt
Meta-Learning for Low-Resource Neural Machine Translation
A Stable and Effective Learning Strategy for Trainable Greedy Decoding

https://github.com/taku910/mecab/
Japanese to English/Chinese/Korean Datasets for Translation Quality Estimation and Automatic Post-Editing

https://github.com/DrDub/cclparser
Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction
Unsupervised Grammar Induction with Depth-bounded PCFG

https://github.com/allenai/taggers
Odin’s Runes: A Rule Language for Information Extraction
A Domain-independent Rule-based Framework for Event Extraction

https://github.com/grimpil/nyt-summ
The Role of Discourse Units in Near-Extractive Summarization

https://github.com/snipsco/nlu-
Joint Multiple Intent Detection and Slot Labeling for Goal-Oriented Dialog
Data Augmentation by Data Noising for Open-vocabulary Slots in Spoken Language Understanding
Deep Unknown Intent Detection with Margin Loss

https://github.com/Jess1ca/CoordinationExtPTB
Coordination Annotation Extension in the Penn Tree Bank

https://github.com/commonsense/
evision PDF of 'Luminoso at SemEval-2018 Task 10: Distinguishing Attributes Using Text Corpora and Relational Knowledge
UNAM at SemEval-2018 Task 10: Unsupervised Semantic Discriminative Attribute Identification in Neural Word Embedding Cones
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models

https://github.com/nguyenlab/MT-LowRes
Investigating Phrase-Based and Neural-Based Machine Translation on Low-Resource Settings

https://github.com/Tina-19/Question-Generation
Automatic Opinion Question Generation

https://github.com/fginter/
Dep_search: Efficient Search Tool for Large Dependency Parsebanks

https://github.com/aritter/twitter
Twitter Part-of-Speech Tagging for All: Overcoming Sparse and Noisy Data
Expectation-Regulated Neural Model for Event Mention Extraction
A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling
Hallym: Named Entity Recognition on Twitter with Word Representation
SemEval-2016 Task 4: Sentiment Analysis in Twitter
Analyzing the Perceived Severity of Cybersecurity Threats Reported on Social Media

http://github.com/hltdi/guampa
Guampa: a Toolkit for Collaborative Translation

http://hltcoe.github.io
A Concrete Chinese NLP Pipeline

https://github.com/harsh19/ChessCommentaryGeneration/
Automated Chess Commentator Powered by Neural Chess Engine

https://github.com/ajb129
DynamicPower at SemEval-2016 Task 8: Processing syntactic parse trees with a Dynamic Semantics core

https://github.com/ltgoslo/
Measuring Diachronic Evolution of Evaluative Adjectives with Word Embeddings: the Case for English, Norwegian, and Russian

https://github.com/neulab/compare-mt
Findings of the First Shared Task on Machine Translation Robustness

https://github.com/koskenni/alignment
Aligning phonemes using finte-state methods

https://github.com/dennybritz/
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines
Segmentation-free compositional n-gram embedding-gram embedding
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection

https://github.com/openlabs/Microsoft-Translator-
UMDuluth-BlueTeam: SVCSTS - A Multilingual and Chunk Level Semantic Similarity System

https://github.com/m-popovic/multiple-edits-refs
Potential and Limits of Using Post-edits as Reference Translations for MT Evaluation

https://github.com/tesseract-ocr
OCR and post-correction of historical Finnish texts
Topic Stability over Noisy Sources
Training & Quality Assessment of an Optical Character Recognition Model for Northern Haida
Multi-modular domain-tailored OCR post-correction
RACE: Large-scale ReAding Comprehension Dataset From Examinations
Comparison of Visual and Logical Character Segmentation in Tesseract OCR Language Data for Indic Writing Scripts

https://github.com/soskek/dynamic_
A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse

https://github.com/udapi/udapi-perl
Udapi: Universal API for Universal Dependencies

https://github.com/amaas/stanford_dl_ex
Large Scale Translation Quality Estimation

https://github.com/aesuli/
ISTI-CNR at SemEval-2016 Task 4: Quantification on an Ordinal Scale

https://github.com/Chung-
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation

https://github.com/shuyo/language-
Hate Speech Dataset from a White Supremacy Forum
Spotting false translation segments in translation memories

https://github.com/tmu-nlp/TwitterCorpus
Nonparametric Bayesian Semi-supervised Word Segmentation

http://github.com/SenticNet/neeq-annual-reports/
Business Taxonomy Construction Using Concept-Level Hierarchical Clustering

https://github.com/OSU-slatelab/BMASS
Insights into Analogy Completion from the Biomedical Domain

https://github.com/bear/python-twitter
Building a Sentiment Corpus of Tweets in Brazilian Portuguese

https://github.com/lspecia/QualityEstimation/
LORIA System for the WMT12 Quality Estimation Shared Task

https://github.com/halolimat/SpExtor
A Practical Incremental Learning Framework For Sparse Entity Extraction

https://github.com/HAfli/FooTweets_
Balancing Translation Quality and Sentiment Preservation (Non-archival Extended Abstract)
FooTweets: A Bilingual Parallel Corpus of World Cup Tweets

https://github.com/ctapweb
CTAP: A Web-Based Tool Supporting Automatic Complexity Analysis

https://github.com/tilde-nlp/c-eval
Word Alignment Based Parallel Corpora Evaluation and Cleaning Using Machine Learning Techniques

https://github.com/gabedoyle/seetweet
TweetGeo - A Tool for Collecting, Processing and Analysing Geo-encoded Linguistic Data

https://github.com/wikilinks/neleval
Framing Named Entity Linking Error Types

http://github.com/epfml/
Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features

https://deep-spin.github.io/tutorial/
Latent Structure Models for Natural Language Processing

https://github.com/aritter/
The IUCL+ System: Word-Level Language Identification via Extended Markov Models

https://github.com/deepanshu1995/Emotion-Prediction
Corpus Creation and Emotion Prediction for Hindi-English Code-Mixed Social Media Text

https://github.com/google-research/bert/issues/27
Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment

https://github.com/ufal/clarin-dspace
Inforex — a collaborative system for text corpora annotation and analysis

https://github.com/hao123wu/STS
BIT at SemEval-2017 Task 1: Using Semantic Information Space to Evaluate Semantic Textual Similarity

https://github.com/keha76/Swedish-
RTM-DCU: Referential Translation Machines for Semantic Similarity
Referential Translation Machines for Predicting Translation Quality
Referential Translation Machines for Quality Estimation

https://github.com/lingpy/correspondence-pattern-paper
Automatic Inference of Sound Correspondence Patterns across Multiple Languages

https://github.com/rasoolims/
Cross-Lingual Syntactic Transfer with Limited Resources
Orthographic and Morphological Processing for Persian-to-English Statistical Machine Translation
Low-Resource Syntactic Transfer with Unsupervised Source Reordering

https://www.github.com/uhh-lt/
Watset: Automatic Induction of Synsets from a Graph of Synonyms

https://github.com/balikasg/
Modeling topic dependencies in semantically coherent text spans with copulas
Topical Coherence in LDA-based Models through Induced Segmentation
TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification

http://github.com/lex4all/lex4all
lex4all: A language-independent tool for building and evaluating pronunciation lexicons for small-vocabulary speech recognition

https://github.com/dkpro/dkpro-tc.git
DeepTC – An Extension of DKPro Text Classification for Fostering Reproducibility of Deep Learning Experiments

https://github.com/blackbirdco/time_extract
An Open Source Library for Semantic-Based Datetime Resolution

https://github.com/natsheh/sensim
UdL at SemEval-2017 Task 1: Semantic Textual Similarity Estimation of English Sentence Pairs Using Regression Model over Pairwise Features

https://github.com/facebookresearch/fastText
Style Obfuscation by Invariance
Universal Neural Machine Translation for Extremely Low Resource Languages
Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets
Neural Network based Extreme Classification and Similarity Models for Product Matching
Dict2vec : Learning Word Embeddings using Lexical Dictionaries
Phrase-based Unsupervised Machine Translation with Compositional Phrase Embeddings
STEVENDU2018’s system in VarDial 2018: Discriminating between Dutch and Flemish in Subtitles
HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization
MainiwayAI at IJCNLP-2017 Task 2: Ensembles of Deep Architectures for Valence-Arousal Prediction
Enriching Word Vectors with Subword Information
Fixing Translation Divergences in Parallel Corpora for Neural MT
SYSTRAN Participation to the WMT2018 Shared Task on Parallel Corpus Filtering
CMMC-BDRC Solution to the NLP-TEA-2018 Chinese Grammatical Error Diagnosis Task
A Simple Scalable Neural Networks based Model for Geolocation Prediction in Twitter
DMCB at SemEval-2018 Task 1: Transfer Learning of Sentiment Classification Using Group LSTM for Emotion Intensity prediction
Learning to Actively Learn Neural Machine Translation
The Interplay of Semantics and Morphology in Word Embeddings
IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases
Incorporating Subword Information into Matrix Factorization Word Embeddings
Who Feels What and Why? Annotation of a Literature Corpus with Semantic Roles of Emotions
Modeling Composite Labels for Neural Morphological Tagging
Debiasing Word Embeddings Improves Multimodal Machine Translation
Generalized Data Augmentation for Low-Resource Translation
Unsupervised Pivot Translation for Distant Languages
Deep Learning Paradigm with Transformed Monolingual Word Embeddings for Multilingual Sentiment Analysis
Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors
Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion
Multilingual Unsupervised NMT using Shared Encoder and Language-Specific Decoders

https://github.com/cjdrake/ipython-magic
discoursegraphs: A graph-based merging tool and converter for multilayer annotated corpora

https://github.com/cosmmb/DTCNN
Dependency-based Convolutional Neural Networks for Sentence Embedding

https://github.com/hznlp/giza-kn
Kneser-Ney Smoothing on Expected Counts
Leave-one-out Word Alignment without Garbage Collector Effects

https://github.com/mjpost/wmt15
Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation
Re-assessing the Impact of SMT Techniques with Human Evaluation: a Case Study on English—Croatian

https://github.com/shuyo/ldig
LILI: A Simple Language Independent Approach for Language Identification
Self-disclosure topic model for classifying and analyzing Twitter conversations
The CMU Submission for the Shared Task on Language Identification in Code-Switched Data
Self-disclosure topic model for Twitter conversations
AIDA2: A Hybrid Approach for Token and Sentence Level Dialect Identification in Arabic

https://github.com/lijierui/
Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions

https://github.com/nttcslab-nlp/hierarchical_subword
Improving Neural Machine Translation by Incorporating Hierarchical Subword Features

https://github.com/dongpng/geo-independence-testing
A Kernel Independence Test for Geographical Language Variation

https://github.com/attardi/CNN_sentence
UniPI at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification

https://github.com/pndurette/gTTS
Encoding of phonology in a recurrent neural model of grounded speech
Representations of language in a model of visually grounded speech signal

https://github.com/AleksTk/seq-morph-tagger
Modeling Composite Labels for Neural Morphological Tagging

https://github.com/moses-smt/
Findings of the Third Shared Task on Multimodal Machine Translation
Comparing two acquisition systems for automatically building an English—Croatian parallel corpus from multilingual websites
Problems in Current Text Simplification Research: New Data Can Help
Split and Rephrase
NTT Neural Machine Translation Systems at WAT 2017
Improved Neural Machine Translation using Side Information
Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description
The WebNLG Challenge: Generating Text from RDF Data
Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation
Findings of the WMT 2018 Shared Task on Automatic Post-Editing
The Edinburgh/LMU Hierarchical Machine Translation System for WMT 2016
Referential Translation Machines for Predicting Translation Performance
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism
The AMU System in the CoNLL-2014 Shared Task: Grammatical Error Correction by Data-Intensive and Feature-Rich Statistical Machine Translation
Efficient Sequence Learning with Group Recurrent Networks
On Using Very Large Target Vocabulary for Neural Machine Translation
Modeling Past and Future for Neural Machine Translation
A Parallel Recurrent Neural Network for Language Modeling with POS Tags
Chinese-Portuguese Machine Translation: A Study on Building Parallel Corpora from Comparable Texts
A Call for Clarity in Reporting BLEU Scores
OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models
SHEF-Multimodal: Grounding Machine Translation on Images
A Convolutional Encoder Model for Neural Machine Translation
Predicting Translation Performance with Referential Translation Machines
A Study of Style in Machine Translation: Controlling the Formality of Machine Translation Output
Trivial Transfer Learning for Low-Resource Neural Machine Translation
The DipInfo-UniTo system for SRST 2018
SYSTRAN Purely Neural MT Engines for WMT2017
NTT’s Neural Machine Translation Systems for WMT 2018
Scaling Neural Machine Translation
Larger-Context Language Modelling with Recurrent Neural Network
An Empirical Study of Mini-Batch Creation Strategies for Neural Machine Translation
RTM results for Predicting Translation Performance
Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine Translation
The NiuTrans Machine Translation Systems for WMT19
RTM Stacking Results for Machine Translation Performance Prediction
Answer-based Adversarial Training for Generating Clarification Questions
UdS Submission for the WMT 19 Automatic Post-Editing Task
Filtering Pseudo-References by Paraphrasing for Automatic Evaluation of Machine Translation
NICT’s Unsupervised Neural and Statistical Machine Translation Systems for the WMT19 News Translation Task
Parallel Corpus Filtering Based on Fuzzy String Matching
Findings of the WMT 2019 Shared Task on Automatic Post-Editing
Overview of the 5th Workshop on Asian Translation
NTT’s Machine Translation Systems for WMT19 Robustness Task
Effective Adversarial Regularization for Neural Machine Translation
The University of Helsinki Submissions to the WMT19 Similar Language Translation Task
Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data
When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation
Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts
fairseq: A Fast, Extensible Toolkit for Sequence Modeling
Depth Growing for Neural Machine Translation
Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models
NICT’s Machine Translation Systems for the WMT19 Similar Language Translation Task
Training Data Augmentation for Context-Sensitive Neural Lemmatizer Using Inflection Tables and Raw Text
Integration of Dubbing Constraints into Machine Translation
NICT’s Supervised Neural Machine Translation Systems for the WMT19 News Translation Task
UdS-DFKI Participation at WMT 2019: Low-Resource (en-gu) and Coreference-Aware (en-de) Systems
The University of Sydney’s Machine Translation System for WMT19

https://github.com/HsuWanTing/
This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation

https://www.github.com/PolMine/
The GermaParl Corpus of Parliamentary Protocols

https://github.com/ccied/ugforum-
Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation

https://github.com/jxhe/struct-
Unsupervised Learning of Syntactic Structure with Invertible Neural Projections

https://github.com/besacier/ALFFA_
Collecting Resources in Sub-Saharan African Languages for Automatic Speech Recognition: a Case Study of Wolof

https://github.com/desmond86/
A Joint Model of Orthography and Morphological Segmentation
Labeled Morphological Segmentation with Semi-Markov Models

https://github.com/kevinduh/san_mrc
Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading

https://github.com/joergfranke/ADNC
Robust and Scalable Differentiable Neural Computer for Question Answering

https://github.com/clara-labs/spherecluster
Word Embeddings as Features for Supervised Coreference Resolution

https://github.com/abisee/cnn-dailymail
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies
Neural Document Summarization by Jointly Learning to Score and Select Sentences
Improving Abstractive Document Summarization with Salient Information Modeling

http://github.com/mjpost/extract-spfeatures
Stylometric Analysis of Scientific Articles

https://github.com/henchc/
Phonological Soundscapes in Medieval Poetry

https://github.com/tensorflow/models/tree/master/research/slim
Neural Monkey: The Current State and Beyond

https://github.com/ebellingham/constraint-based-rrg
Complex event representation in a typed feature structure implementation of Role and Reference Grammar

https://github.com/agalea91/city_to_
NAI-SEA at SemEval-2018 Task 5: An Event Search System

http://github.com/chanzuckerberg/
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking

https://github.com/WojciechMula/aspell-
The Howard University System Submission for the Shared Task in Language Identification in Spanish-English Codeswitching

https://github.com/brendano/ark-tweet-nlp/blob/master/src/cmu/arktweetnlp/
CSIRO Data61 at the WNUT Geo Shared Task

https://github.com/hhcho/hyplinear
Using hyperbolic large-margin classifiers for biological link prediction

https://github.com/stephantul/reach
Transparent, Efficient, and Robust Word Embedding Access with WOMBAT

https://github.com/goldsmith/Wikipedia
UTU at SemEval-2016 Task 10: Binary Classification for Expression Detection (BCED)

https://github.com/kiankd/events
Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented Regularization

https://github.com/UKPLab/lrec2016-
Sense-annotating a Lexical Substitution Data Set with Ubyline

https://github.com/patelrajnath/rnn4nlp
Findings of the 2017 Conference on Machine Translation (WMT17)

https://github.com/clab/cnn/tree/
Easy-First Dependency Parsing with Hierarchical Tree LSTMs
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations
Improving Neural Translation Models with Linguistic Factors

https://github.com/summanlp/
Plain English Summarization of Contracts

https://github.com/tesseract-ocr/langdata/tree/master/fin
Improving Optical Character Recognition of Finnish Historical Newspapers with a Combination of Fraktur & Antiqua Models and Image Preprocessing

https://github.com/xpqiu/fnlp/
Gated Recursive Neural Network for Chinese Word Segmentation
Emotion Detection in Code-switching Texts via Bilingual and Sentimental Information

https://github.com/clab/cnn/tree/master/pycnn
A Neural Network for Coordination Boundary Prediction

https://github.com/kpu/kenlm/
SCTB: A Chinese Treebank in Scientific Domain
An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation
Cross-language Projection of Dependency Trees with Constrained Partial Parsing for Tree-to-Tree Machine Translation

https://github.com/lmaoaml/recon
Phylogenetic simulations over constraint-based grammar formalisms

https://github.com/IBM/
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model

https://github.com/butnaruandrei/MOROCO
MOROCO: The Moldavian and Romanian Dialectal Corpus

https://github.com/boudinfl/
Unsupervised Keyphrase Extraction with Multipartite Graphs

https://github.com/salesforce/
Language Modeling with Sparse Product of Sememe Experts
MTNT: A Testbed for Machine Translation of Noisy Text
Measuring text readability with machine comprehension: a pilot study
Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition

https://github.com/lrank/Code_
Semi-supervised Stochastic Multi-Domain Learning using Variational Inference

https://github.com/mosessmt/
The NiuTrans Machine Translation Systems for WMT19

http://github.com/jkpate/streamingDMV
Grammar induction from (lots of) words alone

https://github.com/Cisco-Talos/fnc-1;
A Retrospective Analysis of the Fake News Challenge Stance-Detection Task

https://github.com/clulab/processors
Odin’s Runes: A Rule Language for Information Extraction
Eidos, INDRA, & Delphi: From Free Text to Executable Causal Models

https://github.com/ckoepp/TwitterSearch
Acquiring Predicate Paraphrases from News Tweets

https://github.com/newsreader/
VUACLTL at SemEval 2016 Task 12: A CRF Pipeline to Clinical TempEval
The Circumstantial Event Ontology (CEO) and ECB+/CEO: an Ontology and Corpus for Implicit Causal Relations between Events
Context-enhanced Adaptive Entity Linking

https://github.com/miyyer/rmn
Inducing Semantic Micro-Clusters from Deep Multi-View Representations of Novels

https://github.com/tsproisl/EmotiKLUE
EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit Emotions

https://github.com/codogogo/lightls
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources

https://github.com/gregdurrett/berkeley-entity
Coarse-to-Fine Attention Models for Document Summarization

https://github.com/cjlin1/libmf
Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization

https://github.com/ishalyminov/memn2n
Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars

https://github.com/UCREL/Multilingual-USAS
FiST – towards a free Semantic Tagger of modern standard Finnish
Towards a Welsh Semantic Annotation System
Lexical Coverage Evaluation of Large-scale Multilingual Semantic Lexicons for Twelve Languages

https://github.com/fvancesco/emoji/
ECNU at SemEval-2018 Task 1: Emotion Intensity Prediction Using Effective Features and Machine Learning Models

https://noisy-text.github.io/2016/geo-shared-task.html
Discriminating between Similar Languages and Arabic Dialect Identification: A Report on the Third DSL Shared Task

https://github.com/ThomasAger/
Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces

https://github.com/Filosoft/vabamorf
Parallel Forms in Estonian Finite State Morphology
EstNLTK - NLP Toolkit for Estonian

https://github.com/openimages
Quantifying the Visual Concreteness of Words and Topics in Multimodal Datasets

https://github.com/Walleclipse/AGPC
Automatic Generation of Personalized Comment Based on User Profile

https://github.com/bdproto/raw-data/
BDPROTO: A Database of Phonological Inventories from Ancient and Reconstructed Languages

http://github.com/cjkvi/cjkvi-ids
Subcharacter Information in Japanese Embeddings: When Is It Worth It?

https://github.com/lukecq1231/kim
Neural Natural Language Inference Models Enhanced with External Knowledge

https://github.com/hltfbk/MT-EQuAl
TextPro-AL: An Active Learning Platform for Flexible and Efficient Production of Training Data for NLP Tasks

https://github.com/tkhrshhr
Neural Tensor Networks with Diagonal Slice Matrices

https://github.com/thunlp/NSC
Dual Memory Network Model for Biased Product Review Classification

https://github.com/ianbstewart/
Si O No, Que Penses? Catalonian Independence and Linguistic Identity on Social Media
Making “fetch” happen: The influence of social and linguistic context on nonstandard word growth and decline

https://github.com/aistairc/Numeracy-600K
Numeracy-600K: Learning Numeracy for Detecting Exaggerated Information in Market Comments

https://github.com/moses-smt/mosesdecoder/blob/master/scripts/generic/multi-bleu.perl
Non-sentential Question Resolution using Sequence to Sequence Learning

https://github.com/michalfarkas/
NL-FIIT at SemEval-2019 Task 3: Emotion Detection From Conversational Triplets Using Hierarchical Encoders

https://github.com/EdinburghNLP/EncDecDRSparsing
Discourse Representation Structure Parsing

http://github.com/AKSW/BioASQ-SN
A tool suite for creating question answering benchmarks

https://github.com/huji-nlp/ucca/blob/
SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA

https://github.com/facebookresearch/LASER
Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings
Empirical Linguistic Study of Sentence Embeddings
Neural Machine Translation for English–Kazakh with Morphological Segmentation and Synthetic Data

https://github.com/INGEOTEC/microtc
MineriaUNAM at SemEval-2019 Task 5: Detecting Hate Speech in Twitter using Multiple Features in a Combinatorial Framework

https://github.com/nyu-dl/dl4mt-
Neural Machine Translation with Supervised Attention
Deep architectures for Neural Machine Translation
CASICT-DCU Neural Machine Translation Systems for WMT17
The QT21 Combined Machine Translation System for English to Latvian
Dynamic Oracle for Neural Machine Translation in Decoding Phase
Attention Strategies for Multi-Source Sequence-to-Sequence Learning
CUNI System for the WMT17 Multimodal Translation Task
Results of the WMT17 Neural MT Training Task
Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation
CUNI submission in WMT17: Chimera goes neural

https://github.com/drelhaj/ArabicDialects
Arabic Dialect Identification in the Context of Bivalency and Code-Switching

https://github.com/opener-project/VU-sentiment-
Attention and Lexicon Regularized LSTM for Aspect-based Sentiment Analysis

http://github.com/mjpost/dptsg
Stylometric Analysis of Scientific Articles
Judging Grammaticality with Tree Substitution Grammar Derivations

https://github.com/gustavoauma/aeiouado_g2p
PronouncUR: An Urdu Pronunciation Lexicon Generator

https://github.com/bitextor/bitextor-data/releases/down-
Developing a Neural Machine Translation system for Irish

https://github.com/emorynlp/qa-it
QA-It: Classifying Non-Referential It for Question Answer Pairs

https://github.com/lemaoliu/qenn/
Japanese to English/Chinese/Korean Datasets for Translation Quality Estimation and Automatic Post-Editing

https://github.com/apertium/
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models
Unsupervised Compositional Translation of Multiword Expressions
Apertium-fin-eng–Rule-based Shallow Machine Translation for WMT 2019 Shared Task
The Universitat d’Alacant Submissions to the English-to-Kazakh News Translation Task at WMT 2019

https://github.com/amir-zeldes/gum
Bundled Gap Filling: A New Paradigm for Unambiguous Cloze Exercises
Semantically Constrained Multilayer Annotation: The Case of Coreference

https://github.com/abedjeti/
A Corpus of Images and Text in Online News

https://github.com/vchahun/pyfst
Natural Language Generation through Character-based RNNs with Finite-state Prior Knowledge
Constraint-Based Models of Lexical Borrowing

https://languagemachines.github.io/ucto/
A Multilingual Wikified Data Set of Educational Material

https://github.com/klai12/dscc
A Dynamic Semantics for Causal Counterfactuals

https://github.com/bgalitsky/
Chatbot with a Discourse Structure-Driven Dialogue Management

https://github.com/blei-lab/hdp
Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors

https://github.com/CoNLL-UD-2017/
A rule-based system for cross-lingual parsing of Romance languages with Universal Dependencies
Universal Joint Morph-Syntactic Processing: The Open University of Israel’s Submission to The CoNLL 2017 Shared Task

https://github.com/KatyaAplonova/UD_Bambara
Towards a dependency-annotated treebank for Bambara

https://github.com/uchile-nlp/
SINAI-DL at SemEval-2019 Task 5: Recurrent networks and data augmentation by paraphrasing
Medical Word Embeddings for Spanish: Development and Evaluation

https://github.com/chantera/bicnn-mi
MSIT_SRIB at MEDIQA 2019: Knowledge Directed Multi-task Framework for Natural Language Inference in Clinical Domain.

https://github.com/jhlau/hdp-wsi
VUA-background : When to Use Background Information to Perform Word Sense Disambiguation
From the Culinary to the Political Meaning of “quenelle” : Using Topic Models For Identifying Novel Senses (De la quenelle culinaire à la quenelle politique : identification de changements sémantiques à l’aide des Topic Models) [in French]
unimelb: Topic Modelling-based Word Sense Induction

https://pystruct.github.io/index.html
AUEB-ABSA at SemEval-2016 Task 5: Ensembles of Classifiers and Embeddings for Aspect Based Sentiment Analysis

https://github.com/liqd/adhocracy
What to Do with an Airport? Mining Arguments in the German Online Participation Project Tempelhofer Feld

https://github.com/liucs1986/idiom_
Phrasal Substitution of Idiomatic Expressions

https://github.com/antot/human_
Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation

https://github.com/aaronsw/html2text
TLAXCALA: a multilingual corpus of independent news

https://github.com/lgessler/ewan
Developing without developers: choosing labor-saving tools for language documentation apps

https://github.com/neosyon/SimpTextAlign
CATS: A Tool for Customized Alignment of Text Simplification Corpora
A Detailed Evaluation of Neural Sequence-to-Sequence Models for In-domain and Cross-domain Text Simplification

http://github.com/d3/d3/wiki/Gallery
Real-time News Story Detection and Tracking with Hashtags

https://github.com/jiweil/Visualizing-
Evaluating Recurrent Neural Network Explanations

https://github.com/andre-martins/TurboParser
The SUMMA Platform: A Scalable Infrastructure for Multi-lingual Multi-media Monitoring
Integrating Multiple NLP Technologies into an Open-source Platform for Multilingual Media Monitoring
Effective Greedy Inference for Graph-based Non-Projective Dependency Parsing

https://github.com/KodairaTomonori/EvaluationDataset
Controlled and Balanced Dataset for Japanese Lexical Simplification

https://github.com/emorynlp/character-mining
They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking

https://github.com/UFAL-DSG/alex_
A Context-aware Natural Language Generator for Dialogue Systems

https://github.com/facebookresearch/DrQA
Comparative Analysis of Neural QA models on SQuAD
Code-Mixed Question Answering Challenge: Crowd-sourcing Data and Techniques
A Nil-Aware Answer Extraction Framework for Question Answering
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering
Training a Ranking Function for Open-Domain Question Answering
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis

https://github.com/mitll/LLClass
Twitter Language Identification Of Similar Languages And Dialects Without Ground Truth

https://github.com/jrs026/STRANDAligner
A Statistical Model for Measuring Structural Similarity between Webpages

https://github.com/jefferson-
Cosmopolitan Mumbai, Orthodox Delhi, Techcity Bangalore:Understanding City Specific Societal Sentiment

https://github.com/mbollmann/levenshtein
Annotating Spelling Errors in German Texts Produced by Primary School Children

https://github.com/alvations/vanilla-moses/blob/
Faster and Lighter Phrase-based Machine Translation Baseline

https://github.com/EdinburghNLP/
Low-rank passthrough neural networks
Deep architectures for Neural Machine Translation
Modeling Past and Future for Neural Machine Translation
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP
A Parallel Corpus of Python Functions and Documentation Strings for Automated Code Documentation and Code Generation
Context Sensitive Neural Lemmatization with Lematus
Coreference and Coherence in Neural Machine Translation: A Study Using Oracle Experiments
Instance Weighting for Neural Machine Translation Domain Adaptation
Forest-Based Neural Machine Translation
Learning to combine Grammatical Error Corrections
Training Data Augmentation for Context-Sensitive Neural Lemmatizer Using Inflection Tables and Raw Text

https://github.com/OAI/OpenAPI-
Bootstrapping a Natural Language Interface to a Cyber Security Event Collection System using a Hybrid Translation Approach

http://github.com/UniversalDependencies/
Core Arguments in Universal Dependencies

https://noisy-text.github.io/
Lexical Normalization of User-Generated Medical Text

https://github.com/deep-spin/
A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning

https://github.com/dmlc/xgboost
ECNU at SemEval-2017 Task 1: Leverage Kernel-based Traditional NLP features and Neural Networks to Build a Universal Model for Multilingual and Cross-lingual Semantic Textual Similarity
PUT at SemEval-2016 Task 4: The ABC of Twitter Sentiment Analysis
IBA-Sys at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News
ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection
Sensible at SemEval-2016 Task 11: Neural Nonsense Mangled in Ensemble Mess
ECNU at SemEval-2017 Task 5: An Ensemble of Regression Algorithms with Effective Features for Fine-Grained Sentiment Analysis in Financial Domain
ECNU at SemEval-2018 Task 1: Emotion Intensity Prediction Using Effective Features and Machine Learning Models

https://github.com/ncbi-nlp/
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language

https://github.com/google/or-tools
Neural Decipherment via Minimum-Cost Flow: From Ugaritic to Linear B

https://github.com/lasigeBioTM/PGR
A Silver Standard Corpus of Human Phenotype-Gene Relations

https://github.com/qntfy/
Ethical Research Protocols for Social Media Health Research

https://github.com/turian/random-indexing-
Factored Translation with Unsupervised Word Clusters

https://github.com/julius-speech/julius
Information Navigation System with Discovering User Interests

https://github.com/UniversalDependencies/UD_Chinese-GSD
輔助建立混合性系統之自然語言處理系統深度評估平台 — 以評估依存關係分析器為例 (The Platform providing NLP System Deep Comparative Evaluation and Auxiliary Information for Hybrid NLP System Building: Trial on Dependency Parser Evaluation) [In Chinese]

https://github.com/alicemillour/
Toward a Lightweight Solution for Less-resourced Languages: Creating a POS Tagger for Alsatian Using Voluntary Crowdsourcing

https://github.com/dresen/sphinx_setup
Analysis of Phonetic Transcription for Danish Automatic Speech Recognition

https://github.com/aerkalov/ebooklib
My Turn To Read: An Interleaved E-book Reading Tool for Developing and Struggling Readers

https://github.com/xiaoleihuang/NUFA
Neural User Factor Adaptation for Text Classification: Learning to Generalize Across Author Demographics

https://github.com/geffy/tffm
Predicting Stances from Social Media Posts using Factorization Machines

https://github.com/zhezhaoa/neural_BOW_toolkit
Weighted Neural Bag-of-n-grams Model: New Baselines for Text Classification

https://github.com/HeidelTime/
KOI at SemEval-2018 Task 5: Building Knowledge Graph of Incidents

http://github.com/ninjin/
SimSem: Fast Approximate String Matching in Relation to Semantic Category Disambiguation

https://github.com/phatpiglet/autocorrect
Ensemble Methods for Native Language Identification

https://github.com/vyraun/Half-Size
Effective Dimensionality Reduction for Word Embeddings

https://github.com/dongpobeyond/Seq2Act
Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing

https://github.com/kpu/kenlm/commit/9495443
N-gram language models for massively parallel devices

https://github.com/stylerw/thymedata
evision PDF of 'SemEval-2016 Task 12: Clinical TempEval
SemEval-2015 Task 6: Clinical TempEval
SemEval-2017 Task 12: Clinical TempEval

https://conversationai.github.io/
ConvAI at SemEval-2019 Task 6: Offensive Language Identification and Categorization with Perspective and BERT

https://github.com/fvancesco/acmmm2016
SyntNN at SemEval-2018 Task 2: is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons
ECNU at SemEval-2018 Task 2: Leverage Traditional NLP Features and Neural Networks Methods to Address Twitter Emoji Prediction Task

https://github.com/pvthuy/part-whole-relations
Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction

https://github.com/clab/lstm-parser
Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs
Transition-Based Dependency Parsing with Stack Long Short-Term Memory
Greedy Transition-Based Dependency Parsing with Stack LSTMs
Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs
Improving Neural Machine Translation with Neural Syntactic Distance

https://github.com/rloganiv/
Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling

https://github.com/stanojevic/beer/
Alignment-based sense selection in METEOR and the RATATOUILLE recipe

https://github.com/DAAP/DAAP09.6
Putting Feelings into Words: Cross-Linguistic Markers of the Referential Process

https://ntunlpsg.github.io/project/speech-act/
Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation

http://github.com/AKSW/BioASQ-AT
A tool suite for creating question answering benchmarks

http://convlab.github.io
ConvLab: Multi-Domain End-to-End Dialog System Platform

https://github.com/thunlp/TensorFlow-TransX
Knowledge Graph Embedding with Hierarchical Relation Structure

http://universaldependencies.github.io/docs/format.html
The Uppsala Corpus of Student Writings: Corpus Creation, Annotation, and Analysis
Analytic Morphology – Merging the Paradigmatic and Syntagmatic Perspective in a Treebank
Cross-Lingual Dependency Parsing with Universal Dependencies and Predicted PoS Labels

http://github.com/gabedoyle/
Mapping Dialectal Variation by Querying Social Media

https://github.com/aziz/virastar
A Persian Treebank with Stanford Typed Dependencies
A Basic Language Resource Kit for Persian

https://github.com/mysilver/ParaQuality
A Study of Incorrect Paraphrases in Crowdsourced User Utterances

https://github.com/ymcui/Eval-on-NN-of-
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension

https://github.com/cpsievert/LDAvis
LDAvis: A method for visualizing and interpreting topics

https://github.com/EstSyntax/EDT
Estonian Dependency Treebank: from Constraint Grammar tagset to Universal Dependencies

https://github.com/chetannaik/jacana
NUIG-UNLP at SemEval-2016 Task 1: Soft Alignment and Deep Learning for Semantic Textual Similarity

https://github.com/moses-smt/giza-pp.git
POS Tagging For Resource Poor Languages Through Feature Projection

https://github.com/marytts
MAT: a tool for L2 pronunciation errors annotation

http://noisy-text.github.io/2015/
UQAM-NTL: Named entity recognition in Twitter messages

https://github.com/fbougares/TSAC
Sentiment Analysis of Tunisian Dialects: Linguistic Ressources and Experiments

https://networkx.github.io/
Predicting the Evocation Relation between Lexicalized Concepts
A Framework for Cross-lingual/Node-wise Alignment of Lexical-Semantic Resources
Retrieving Word Associations with a Simple Neighborhood Algorithm in a Graph-based Resource
CICBUAPnlp: Graph-Based Approach for Answer Selection in Community Question Answering Task

https://github.com/proycon/flat
Fixed Similes: Measuring aspects of the relation between MWE idiomatic semantics and syntactic flexibility
UCCAApp: Web-application for Syntactic and Semantic Phrase-based Annotation

https://github.com/uds-lsv/lexicon-of-abusive-words
Learning Representations for Detecting Abusive Language
LTL-UDE at SemEval-2019 Task 6: BERT and Two-Vote Classification for Categorizing Offensiveness

https://github.com/haofuml/cyclical_
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing

https://github.com/cltl/lexical-negation-dictionary
Building a Dictionary of Affixal Negations

https://github.com/masx/Kille
KILLE: a Framework for Situated Agents for Learning Language Through Interaction

http://github.com/david-yoon/QA
Learning to Rank Question-Answer Pairs Using Hierarchical Recurrent Encoder with Latent Topic Clustering

https://github.com/ghpaetzold/questplusplus
Proceedings of the 19th Annual Conference of the EAMT: Projects/Products
Quality Estimation for Language Output Applications

https://github.com/malllabiisc/sictf
Relation Schema Induction using Tensor Factorization with Side Information

http://github.com/erwanm/adapt-vmwe18
CRF-Seq and CRF-DepTree at PARSEME Shared Task 2018: Detecting Verbal MWEs using Sequential and Dependency-Based Approaches

https://github.com/brendano/gfl
Simplified Dependency Annotations with GFL-Web
A Framework for (Under)specifying Dependency Syntax without Overloading Annotators

https://github.com/lukecq1231/mce
Revisiting Word Embedding for Contrasting Meaning

http://github.com/saffsd/forum_
Classifying User Forum Participants: Separating the Gurus from the Hacks, and Other Tales of the Internet

https://github.com/nttcslab-nlp/iog
Input-to-Output Gate to Improve RNN Language Models

https://github.com/sjtuprog/fox-news-comments
Detecting Online Hate Speech Using Context Aware Models

https://github.com/serinachang5/contextifier
Detecting Gang-Involved Escalation on Social Media Using Context

https://github.com/nttcslab-nlp/strong
An Empirical Study of Building a Strong Baseline for Constituency Parsing

https://github.com/danishpruthi/
Combating Adversarial Misspellings with Robust Word Recognition

https://github.com/marcospln/collocations
A comparison of statistical association measures for identifying dependency-based collocations in various languages.

https://github.com/ryankiros/
Full-Network Embedding in a Multimodal Embedding Pipeline
Sentence-Level Multilingual Multi-modal Embedding for Natural Language Processing
Supervised and unsupervised approaches to measuring usage similarity
Siamese CBOW: Optimizing Word Embeddings for Sentence Representations
Learning Distributed Representations of Sentences from Unlabelled Data
Leveraging distributed representations and lexico-syntactic fixedness for token-level prediction of the idiomaticity of English verb-noun combinations
Generating Text through Adversarial Training Using Skip-Thought Vectors
Sentence Centrality Revisited for Unsupervised Summarization
“My Way of Telling a Story”: Persona based Grounded Story Generation

https://github.com/gabrielStanovsky/
Supervised Open Information Extraction
Integrating Deep Linguistic Features in Factuality Prediction over Unified Datasets
Semantics as a Foreign Language
Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources
Neural Open Information Extraction
Do You Know That Florence Is Packed with Visitors? Evaluating State-of-the-art Models of Speaker Commitment
Improving Open Information Extraction via Iterative Rank-Aware Learning
WiRe57 : A Fine-Grained Benchmark for Open Information Extraction

https://github.com/melix/jlangdetect
Data Selection for IT Texts using Paragraph Vector

http://jasonriesa.github.io/nile/
Dependency Forest based Word Alignment
Improving fast_align by Reordering

https://github.com/jhclark/ducttape
Identifying the L1 of non-native writers: the CMU-Haifa system
Sisyphus, a Workflow Manager Designed for Machine Translation and Automatic Speech Recognition

https://github.com/amrisi/amr-guidelines/blob/master/
Augmenting Abstract Meaning Representation for Human-Robot Dialogue

https://github.com/tempra28/tree2seq
Tree-to-Sequence Attentional Neural Machine Translation
Forest-Based Neural Machine Translation

https://github.com/getalp/UFSAC
UFSAC: Unification of Sense Annotated Corpora and Tools

https://github.com/zhangmeishan/SYN4NMT
Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations

https://github.com/kindleton/sindhi_pos_tagger
Developing language technology tools and resources for a resource-poor language: Sindhi

https://github.com/FredericGodin/
Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules?

https://github.com/nasedkinav/rst_corpus_rus
The RST Spanish-Chinese Treebank

https://github.com/haierlord/resource/blob/master/slangs
ECNU at SemEval-2018 Task 2: Leverage Traditional NLP Features and Neural Networks Methods to Address Twitter Emoji Prediction Task
ECNU at SemEval-2017 Task 4: Evaluating Effective Features on Machine Learning Methods for Twitter Message Polarity Classification
ECNU at SemEval-2017 Task 8: Rumour Evaluation Using Effective Features and Supervised Ensemble Models

https://github.com/uwnlp/EasySRL
Predicting Target Language CCG Supertags Improves Neural Machine Translation

https://github.com/smartschat/art
Dynamic Entity Representations in Neural Language Models
Unrestricted Bridging Resolution

https://github.com/ufal/auto-hume
CUNI Experiments for WMT17 Metrics Task

https://github.com/dalab/end2end_
End-to-End Neural Entity Linking
Improving Neural Entity Disambiguation with Graph Embeddings

https://github.com/seinecle/Umigon/blob/master/src/java/Heur
Umigon: sentiment analysis for tweets based on terms lists and heuristics

https://github.com/Gorov/SimpleQuestions-EntityLinking
Simple Question Answering by Attentive Convolutional Neural Network

https://github.com/NLPIR-team/NLPIR
Encoding Conversation Context for Neural Keyphrase Extraction from Microblog Posts
Neural Networks for Negation Cue Detection in Chinese

https://github.com/Sereni/Appraise
Evaluating machine translation for assimilation via a gap-filling task

https://github.com/festvox/
Massively Multilingual Adversarial Speech Recognition

http://getao.github.io
News Stream Summarization using Burst Information Networks
Event Detection with Burst Information Networks

https://github.com/nlx-group/LX-
Browsing and Supporting Pluricentric Global Wordnet, or just your Wordnet of Interest

https://github.com/CoPhi
Open Philology at the University of Leipzig

https://github.com/aghie/lam/blob/
Detecting Perspectives in Political Debates

https://github.com/rbawden/nematus
A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation

https://github.com/lanyunshi/embedding-for-textual-entailment
Embedding WordNet Knowledge for Textual Entailment

http://hltfbk.github.io/
Addressing Limited Data for Textual Entailment Across Domains
Recognizing Textual Entailment in Twitter Using Word Embeddings
The Excitement Open Platform for Textual Inferences

https://github.com/google-research/bert/blob/
Soft Representation Learning for Sparse Transfer

https://github.com/mozillazg/python-pinyin
Neural Machine Translation of Logographic Language Using Sub-character Level Information

https://github.com/joeynmt/joeynmt
Self-Regulated Interactive Sequence-to-Sequence Learning

https://github.com/PLN-FaMAF/
Increasing Argument Annotation Reproducibility by Using Inter-annotator Agreement to Improve Guidelines

https://mike-n-7.github.io/
Predicting Success in Goal-Driven Human-Human Dialogues

https://github.com/uzh/
New Inflectional Lexicons and Training Corpora for Improved Morphosyntactic Annotation of Croatian and Serbian
Corpus vs. Lexicon Supervision in Morphosyntactic Tagging: the Case of Slovene

https://github.com/Mimino666/langdetect
A Large Parallel Corpus of Full-Text Scientific Articles
The TALP-UPC Machine Translation Systems for WMT18 News Shared Translation Task
CVIT-MT Systems for WAT-2018

http://github.com/thunlp/
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval

https://github.com/asoroa/ukb
The risk of sub-optimal use of Open Source NLP Software: UKB is inadvertently state-of-the-art in knowledge-based WSD

http://github.com/snkim/AutomaticKeyphraseExtraction/
Automatic Keyphrase Extraction: A Survey of the State of the Art

https://github.com/uclmr/adversarial-nli/
Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge

https://www.github.com/pytorch/fairseq
Scaling Neural Machine Translation

https://github.com/laulysta/nmt/
When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size)

https://github.com/duytinvo/acl2016
Don’t Count, Predict! An Automatic Approach to Learning Sentiment Lexicons for Short Text

https://github.com/fginter/dep
Universal Dependencies for Portuguese

https://github.com/sifrproject/umls2rdf
Enrichment of French Biomedical Ontologies with UMLS Concepts and Semantic Types for Biomedical Named Entity Recognition Though Ontological Semantic Annotation
Proceedings of Language, Ontology, Terminology and Knowledge Structures Workshop (LOTKS 2017)

https://flammie.github.io/omorfi/
Neural and rule-based Finnish NLP models—expectations, experiments and experiences
Apertium-fin-eng–Rule-based Shallow Machine Translation for WMT 2019 Shared Task

https://github.com/brychcin/LTLM
Latent Tree Language Model

https://github.com/tetsuok/
Decipherment for Adversarial Offensive Language Detection

https://github.com/CongBao/AutoencodedMetaEmbedding
Learning Word Meta-Embeddings by Autoencoding
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings

https://github.com/andersjo/framenet-
A Danish FrameNet Lexicon and an Annotated Corpus Used for Training and Evaluating a Semantic Frame Classifier

https://github.com/qianliu0708/ToWE
Task-oriented Word Embedding for Text Classification

https://github.com/Williammed/
Graph-based Dependency Parsing with Bidirectional LSTM

https://github.com/afshinrahimi/geomdn
Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks

https://github.com/shimaokasonse/NFGEC
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings

https://github.com/manirupa/Phrase2VecGLM
Phrase2VecGLM: Neural generalized language model–based semantic tagging for complex query reformulation in medical IR

https://github.com/tdszyman/twapy
Temporal Word Analogies: Identifying Lexical Replacement with Diachronic Word Embeddings

https://github.com/ramitsawhney27/
SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media

https://github.com/gracaninja/lxmls-toolkit
Zipfian corruptions for robust POS tagging
Part-of-speech tagging with antagonistic adversaries
Robust Learning in Random Subspaces: Equipping NLP for OOV Effects

https://taku910.github
Domain Adaption of Named Entity Recognition to Support Credit Risk Assessment

https://github.com/marytts/voice-dfki-spike
Creating New Language and Voice Components for the Updated MaryTTS Text-to-Speech Synthesis Platform

https://github.com/Tixierae/EMNLP2017_
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization

https://github.com/yvchen/JointSLU.git
Learning to Embed Semantic Correspondence for Natural Language Understanding

https://github.com/titipata/
Evaluation of Scientific Elements for Text Similarity in Biomedical Publications

https://github.com/boliu61/gendered-pronoun-resolution
Anonymized BERT: An Augmentation Approach to the Gendered Pronoun Resolution Challenge

https://github.com/jsedoc/
The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations

https://github.com/nitikam/mteval-
Putting Evaluation in Context: Contextual Embeddings Improve Machine Translation Evaluation

https://www.github
Modeling Factuality Judgments in Social Media Text
Global Encoding for Abstractive Summarization

https://github.com/LexTerm/LexTermClient
LexTerm Manager: Design for an Integrated Lexicography and Terminology System

https://github.com/venelink/ETPC
ETPC - A Paraphrase Identification Corpus Annotated with Extended Paraphrase Typology and Negation

https://github.com/nguyenlab/WMT17-JAIST
The JAIST Machine Translation Systems for WMT 17

https://github.com/fxsjy/jieba/blob/
Segmentation-free compositional n-gram embedding-gram embedding

http://inl.github.io/BlackLab/
KorAP Architecture ― Diving in the Deep Sea of Corpus Data

https://github.com/semanticvectors/semanticvectors
Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP)

https://github.com/nltk/nltk
Generating Expressions that Refer to Visible Objects
UIMA-Based JCoRe 2.0 Goes GitHub and Maven Central ― State-of-the-Art Software Resource Engineering and Distribution of NLP Pipelines
A Multi-Domain Framework for Textual Similarity. A Case Study on Question-to-Question and Question-Answering Similarity Tasks
Kingsoft’s Neural Machine Translation System for WMT19

https://github.com/joeworsh/ai-lit
Genre Identification and the Compositional Effect of Genre in Literature

https://github.com/jcyk/greedyCWS
Fast and Accurate Neural Word Segmentation for Chinese

https://github.com/BYVoid/OpenCC
Analogical Reasoning on Chinese Morphological and Semantic Relations
The Construction of a Chinese Collocational Knowledge Resource and Its Application for Second Language Acquisition
Earth Mover’s Distance Minimization for Unsupervised Bilingual Lexicon Induction
CMMC-BDRC Solution to the NLP-TEA-2018 Chinese Grammatical Error Diagnosis Task
Cross-Lingual Sentiment Analysis Without (Good) Translation
Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover’s Distance Regularization
STCP: Simplified-Traditional Chinese Conversion and Proofreading
A Hybrid Learning Scheme for Chinese Word Embedding
Adversarial Training for Unsupervised Bilingual Lexicon Induction
Treat the Word As a Whole or Look Inside? Subword Embeddings Model Language Change and Typology
A Report on the Third VarDial Evaluation Campaign
Discriminating between Mandarin Chinese and Swiss-German varieties using adaptive language models
VCWE: Visual Character-Enhanced Word Embeddings

https://github.com/BLLIP/bllip-parser
Self-Training for Parsing Learner Text
Multi-Predicate Semantic Role Labeling
Towards String-To-Tree Neural Machine Translation
RIGA at SemEval-2016 Task 8: Impact of Smatch Extensions and Character-Level Neural Translation on AMR Parsing Accuracy
Abstract Meaning Representation for Human-Robot Dialogue
Towards Topic-to-Question Generation
Augmenting Abstract Meaning Representation for Human-Robot Dialogue

https://github.com/oagarwal/
Word Embeddings (Also) Encode Human Personality Stereotypes

https://github.com/rwth-i6/returnn
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition
The RWTH Aachen University Supervised Machine Translation Systems for WMT 2018

https://github.com/artreven/
Developing and Orchestrating a Portfolio of Natural Legal Language Processing and Document Curation Services

https://github.com/yinwenpeng/KBPath
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs

https://github.com/ninjin/bionlp_
BioNLP Shared Task 2013: Supporting Resources
Extraction of Gene-Environment Interaction from the Biomedical Literature

https://github.com/xtknight/rich-morphological-tagger
Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging

https://github.com/cservan/METEOR-E
Abstractive Unsupervised Multi-Document Summarization using Paraphrastic Sentence Fusion
Word2Vec vs DBnary: Augmenting METEOR using Vector Representations or Lexical Resources?

https://github.com/habernal/semeval2018-task12
BLCU_NLP at SemEval-2018 Task 12: An Ensemble Model for Argument Reasoning Based on Hierarchical Attention

https://github.com/dlt-rilmta/
E-magyar – A Digital Language Processing System

https://github.com/gdebasis/cldocalign
Chinese-Portuguese Machine Translation: A Study on Building Parallel Corpora from Comparable Texts

https://gist.github.com/herrfz/7967781
SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations

https://github.com/WordNet-Br
JWN-Br - Uma API Java para a WordNet.Br (JWN-Br - an Java API for Wordnet.Br) [in Portuguese]

https://github.com/cnap/smt-for-gec
Systematically Adapting Machine Translation for Grammatical Error Correction

https://github.com/burcu-can/TreeStructuredDP
Tree Structured Dirichlet Processes for Hierarchical Morphological Segmentation

https://github.com/cmusphinx/cmudict
PronouncUR: An Urdu Pronunciation Lexicon Generator

http://www.github.com
Towards Full Text Shallow Discourse Relation Annotation: Experiments with Cross-Paragraph Implicit Relations in the PDTB
Document Embedding Generation for Cyber-Aggressive Comment Detection using Supervised Machine Learning Approach

https://github.com/Fan-Luo/
Semi-Supervised Teacher-Student Architecture for Relation Extraction

https://github.com/bheinzerling/bpemb
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages

https://github.com/krtin/
Understanding the Behaviour of Neural Abstractive Summarizers using Contrastive Examples

https://github.com/maciejkula/
Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity

http://www.github
Predicting Semantic Relations using Global Graph Properties

https://github.com/uhh-lt/path2vec
Making Fast Graph-based Algorithms with Graph Metric Embeddings
Learning Graph Embeddings from WordNet-based Similarity Measures

https://github.com/waterblas/KBP-SF48
Combining Word-Level and Character-Level Representations for Relation Classification of Informal Text

https://www.github.com/emanjavacas/
Improving Lemmatization of Non-Standard Languages with Joint Learning

https://github.com/lji0126/Persuasion-Comments-Evaluation
Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model

http://universaldependencies.github.io/docs/
Universal Decompositional Semantics on Universal Dependencies
Last Words: Computational Linguistics and Deep Learning
Sharing annotations better: RESTful Open Annotation
Word-based Japanese typed dependency parsing with grammatical function analysis
Towards Cross-language Application of Dependency Grammar
Multilingual Language Processing From Bytes
Does Universal Dependencies need a parsing representation? An investigation of English
A Language-Independent Feature Schema for Inflectional Morphology
Cross-Lingual Dependency Parsing with Universal Dependencies and Predicted PoS Labels
Very-large Scale Parsing and Normalization of Wiktionary Morphological Paradigms
UniMorph 2.0: Universal Morphology
Neural Models of Factuality
Converting an English-Swedish Parallel Treebank to Universal Dependencies
Fine-Grained Temporal Relation Extraction

https://github.com/bluemonk482/tdparse
Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis

https://github.com/Alab-NII/
What Makes Reading Comprehension Questions Easier?

https://github.com/CogComp/zoe
Zero-Shot Open Entity Typing as Type-Compatible Grounding

https://github.com/Coral-Lab/scales
A Gold Standard for Scalar Adjectives

http://nlpchina.github.io/ansj
Chinese Hypernym-Hyponym Extraction from User Generated Categories

https://github.com/HanGuo97/AutoSeM
AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning

http://anoopkunchukuttan.github.io/indic
Learning variable length units for SMT between related languages via Byte Pair Encoding
Comparing Recurrent and Convolutional Architectures for English-Hindi Neural Machine Translation
A3-108 Machine Translation System for LoResMT 2019

https://github.com/orenmel/lexsub
A Comparison of Context-sensitive Models for Lexical Substitution

https://github.com/OSU-slatelab/
Characterizing the Impact of Geometric Properties of Word Embeddings on Task Performance

https://ofai.github.io/million-post-corpus
Academic-Industrial Perspective on the Development and Deployment of a Moderation System for a Newspaper Website

http://github.com/nitikam/mteval-in-context
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/danieldeutsch/
A Distributional and Orthographic Aggregation Model for English Derivational Morphology

https://github.com/dinel/aggression_
Aggressive Language Identification Using Word Embeddings and Sentiment Features

https://dkpro.github.io/dkpro-jwktl
Watset: Automatic Induction of Synsets from a Graph of Synonyms

https://vista-unitn-uva.github.io/
Proceedings of the 13th International Conference on Computational Semantics - Long Papers

http://github.com/aritter/Twitter
2-Slave Dual Decomposition for Generalized Higher Order CRFs

https://github.com/jiangfeng1124/
Word Embeddings with Limited Memory

https://github.com/dsldk/dansk-frame-net
A Danish FrameNet Lexicon and an Annotated Corpus Used for Training and Evaluating a Semantic Frame Classifier

https://github.com/TartuNLP/bleu2vec
bleu2vec: the Painfully Familiar Metric on Continuous Vector Space Steroids

https://github.com/clab/cnn-v1
A Generative Attentional Neural Network Model for Dialogue Act Classification
Multi-Model and Crosslingual Dependency Analysis

https://github.com/barrust/
Learning to combine Grammatical Error Corrections

https://github.com/JULIELab/EmoBank
EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis
Readers vs. Writers vs. Texts: Coping with Different Perspectives of Text Understanding in Emotion Annotation
Adversarial Attention Modeling for Multi-dimensional Emotion Regression

https://github.com/begab/fca_
300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes

https://github.com/CLScholar
LT Expertfinder: An Evaluation Framework for Expert Finding Methods

https://github.com/irshadbhat/litcm
Leveraging Newswire Treebanks for Parsing Conversational Data with Argument Scrambling

https://github.com/yohasebe/wp2txt/
Accurate Cross-lingual Projection between Count-based Word Vectors by Exploiting Translatable Context Pairs

https://knowledge-learning.github.io/
A General-Purpose Annotation Model for Knowledge Discovery: Case Study in Spanish Clinical Text

https://github.com/ppke-nlpg/nom-or-not
What does the Nom say? An algorithm for case disambiguation in Hungarian

https://github.com/EducationalTestingService/skll
Enhancing STEM Motivation through Personal and Communal Values: NLP for Assessment of Utility Value in Student Writing
Semantic classifications for detection of verb metaphors
Applying Argumentation Schemes for Essay Scoring
Different Texts, Same Metaphors: Unigrams and Beyond
Supervised Word-Level Metaphor Detection: Experiments with Concreteness and Reweighting of Examples

https://github.com/nchambers/caevo/blob/master/src/mai
Inducing Temporal Relations from Time Anchor Annotation

https://github.com/apareja/DTA_
Transforming the Data Transcription and Analysis Tool Metadata and Labels into a Linguistic Linked Open Data Cloud Resource

https://github.com/tberg12/ocular
An Unsupervised Model of Orthographic Variation for Historical Document Transcription

https://github.com/julianser/
Piecewise Latent Variables for Neural Variational Text Processing
Exemplar Encoder-Decoder for Neural Conversation Generation
Piecewise Latent Variables for Neural Variational Text Processing

http://udapi.github.io/
CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies

https://github.com/dice-group/
Topic Memory Networks for Short Text Classification
Topic-Aware Neural Keyphrase Generation for Social Media Language

https://github.com/jind11/PubMed-PICO-Detection
PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks

https://github.com/marekrei/
Evaluation of a Sequence Tagging Tool for Biomedical Texts
Word Embeddings for Code-Mixed Language Processing
Neural and FST-based approaches to grammatical error correction

https://github.com/sismetanin/
EmoSense at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations

https://github.com/yangyiben/
Using Large Corpus N-gram Statistics to Improve Recurrent Neural Language Models

https://github.com/modelblocks/
A large-scale study of the effects of word frequency and predictability in naturalistic reading

https://github.com/alvations/warmth
Predicting Machine Translation Adequacy with Document Embeddings

https://github.com/HetML/SpRL
Spatial Language Understanding with Multimodal Graphs using Declarative Learning based Programming

https://github.com/jessevig/
Analyzing the Structure of Attention in a Transformer Language Model

https://github.com/neulab/xnmt
XNMT: The eXtensible Neural Machine Translation Toolkit
Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation

https://github.com/mahmoudnabil/ASTD
ASTD: Arabic Sentiment Tweets Dataset

http://julielab.github.io
UIMA-Based JCoRe 2.0 Goes GitHub and Maven Central ― State-of-the-Art Software Resource Engineering and Distribution of NLP Pipelines

https://github.com/zalandoresearch/flair/
Merge and Label: A Novel Neural Network Architecture for Nested NER

https://github.com/zhongxiaoshi/syntime
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules

https://github.com/seinecle/Umigon/blob/master/src/java/Rule
Umigon: sentiment analysis for tweets based on terms lists and heuristics

https://github.com/jhlau/doc2vec/
A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword Expressions

https://github.com/tatyana-ruzsics/
Neural Sequence-to-sequence Learning of Internal Word Structure

https://github.com/kevincobain2000/sentiment
Generating Subjective Responses to Opinionated Articles in Social Media: An Agenda-Driven Architecture and a Turing-Like Test

https://github.com/xinyadu/nqg/tree/
Self-Attention Architectures for Answer-Agnostic Neural Question Generation

http://proycon.github.io/
Automatically Identifying Periodic Social Events from Twitter
Improving cross-domain n-gram language modelling with skipgrams

https://github.com/mpsilfve/pcfp-data
An Encoder-Decoder Approach to the Paradigm Cell Filling Problem

https://github.com/jhclark/bigfatlm
CMU System Combination in WMT 2011

http://www.github.com/
The More Antecedents, the Merrier: Resolving Multi-Antecedent Anaphors
A Non-Monotonic Arc-Eager Transition System for Dependency Parsing

https://github.com/fchollet/keras/
Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization
Spotting Spurious Data with Neural Networks
Discourse Mode Identification in Essays
Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks
Knowledge Base Completion: Baselines Strike Back

https://github.com/wikibusiness/lexrank
Frustratingly Easy Model Ensemble for Abstractive Summarization

https://github.com/ryancotterell/
Align and Copy: UZH at SIGMORPHON 2017 Shared Task for Morphological Reinflection
Morphological Inflection Generation with Hard Monotonic Attention
Improving Sequence to Sequence Learning for Morphological Inflection Generation: The BIU-MIT Systems for the SIGMORPHON 2016 Shared Task for Morphological Reinflection

https://github.com/kutschkem/
Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization

https://github.com/hltcoe/PredPatt
Ordinal Common-sense Inference
Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction
MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models
An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling
Skip-Prop: Representing Sentences with One Vector Per Proposition

https://github.com/hslh/pie-annotation
The Other Side of the Coin: Unsupervised Disambiguation of Potentially Idiomatic Expressions by Contrasting Senses

https://github.com/jiyfeng/
One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse Relations

https://github.com/datquocnguyen/RDRsegmenter
A Fast and Accurate Vietnamese Word Segmenter

https://github.com/boricles/morph
Linguistic Resources Enhanced with Geospatial Information

https://github.com/kariminf/AllSummarizer
AllSummarizer system at MultiLing 2015: Multilingual single and multi-document summarization

https://github.com/dpfried/rnng-bert
Cross-Domain Generalization of Neural Constituency Parsers

https://github.com/nyu-dl/dl4mt-tutorial
Improving Sequence to Sequence Neural Machine Translation by Utilizing Syntactic Dependency Information
Towards Compact and Fast Neural Machine Translation Using a Combined Method
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++
Neural Machine Translation with Word Predictions
Adaptive Weighting for Neural Machine Translation
Using the Output Embedding to Improve Language Models
Dynamic Oracle for Neural Machine Translation in Decoding Phase
Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder
Nematus: a Toolkit for Neural Machine Translation
Self-Attentive Residual Decoder for Neural Machine Translation
Adaptive Multi-pass Decoder for Neural Machine Translation
Neural System Combination for Machine Translation
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets
How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs
Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention

http://github.com/wmaier/rparse
Discontinuous Incremental Shift-reduce Parsing

https://allenai.github.io/bi-att-flow
Question Answering through Transfer Learning from Large Fine-grained Supervision Data

https://github.com/SoimulPatriei/TMCleaner/tree/master/TMCleaner-
Ensembles of Classifiers for Cleaning Web Parallel Corpora and Translation Memories

https://github.com/yoosan/sentpair
Modelling Sentence Pairs with Tree-structured Attentive Encoder

https://github.com/christos-c/bible-
CLARIN’s Key Resource Families

https://github.com/kentonl/neuralccg
Global Neural CCG Parsing with Optimality Guarantees

https://github.com/iapucp/spop-summ-lrec2018
Corpus Building and Evaluation of Aspect-based Opinion Summaries from Tweets in Spanish

https://github.com/TeamCohen/ProPPR
Scalable Statistical Relational Learning for NLP

https://github.com/LHongchao/EVALution_MAN
EVALution-MAN: A Chinese Dataset for the Training and Evaluation of DSMs

http://lauchblatt.github.io/QuantitativeDramenanalyseDH2015/FrontEnd/sa_selection.html
An Evaluation of Lexicon-based Sentiment Analysis Techniques for the Plays of Gotthold Ephraim Lessing

https://github.com/mjpost/sacrebleu
Look Harder: A Neural Machine Translation Model with Hard Attention

https://ntunlpsg.github.io/demo/project/
Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach

https://github.com/heukirne/brazilian-blog-dataset
Wheel of Life: an initial investigation. Topic-Related Polarity Visualization in Personal Stories

https://github.com/ftyers/ud-scripts/
The First Komi-Zyrian Universal Dependencies Treebanks

https://github.com/hoangcuong2011/QESentlevel
Assessing Quality Estimation Models for Sentence-Level Prediction

https://github.com/ravindraharige/lrec2016
Generating a Large-Scale Entity Linking Dictionary from Wikipedia Link Structure and Article Text

https://hoover.github.io
A Multilingual Information Extraction Pipeline for Investigative Journalism

http://github.com/nyu-dl/dl4mt-multi
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism

https://github.com/russianwordnet
A Spinning Wheel for YARN: User Interface for a Crowdsourced Thesaurus

https://github.com/digo/
Steering Output Style and Topic in Neural Response Generation

https://github.com/svn2github/word2vec
Recurrent Attention Network on Memory for Aspect Sentiment Analysis

https://github.com/ufal/qtleap
Translation Model Interpolation for Domain Adaptation in TectoMT

https://github.com/harvardnlp/struct-attn
Baselines and Test Data for Cross-Lingual Inference

https://github.com/ncbi-nlp/NQAC
Personalized neural language models for real-world query auto completion

https://github.com/xwhan/Knowledge-Aware-Reader
Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader

https://github.com/Franck-Dernoncourt/
A Repository of Corpora for Summarization
BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset

https://github.com/maslinych/daba
A Bambara Tonalization System for Word Sense Disambiguation Using Differential Coding, Segmentation and Edit Operation Filtering

https://github.com/wlin12/
Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation

https://github.com/cgevans/scikits-bootstrap
Abstractive Compression of Captions with Attentive Recurrent Neural Networks

https://github.com/sbos/AdaGram.jl
Conditional Generators of Words Definitions
Best of Both Worlds: Making Word Sense Embeddings Interpretable
Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation

https://github.com/DSKSD/RNN-for-Joint-NLU
Learning to Embed Semantic Correspondence for Natural Language Understanding

https://github.com/nathanshartmann/
NILC at CWI 2018: Exploring Feature Engineering and Feature Learning

https://github.com/vi3k6i5/guidedlda
eTranslation’s Submissions to the WMT 2019 News Translation Task

https://github.com/woseseltops/HaRe
Detecting harassment in real-time as conversations develop

https://github.com/ufal/treex;
Challenges in Converting the Index Thomisticus Treebank into Universal Dependencies

https://github.com/cbaziotis/seq3
SEQˆ3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression

https://github.com/cnap/gec-ranking/commit/50b503
A Reassessment of Reference-Based Grammatical Error Correction Metrics

https://github.com/weblicht
Handling Big Data and Sensitive Data Using EUDAT’s Generic Execution Framework and the WebLicht Workflow Engine.

https://github.com/smassung/uiuc-wmt15
The University of Illinois submission to the WMT 2015 Shared Translation Task

https://github.com/tefan-it/nmt-en-vi
Online Distilling from Checkpoints for Neural Machine Translation

https://github.com/PaddlePaddle/models/tree/develop/
Proactive Human-Machine Conversation with Explicit Conversation Goal

https://github.com/WattSocialBot/alana_
Neural Response Ranking for Social Conversation: A Data-Efficient Approach

https://github.com/ryanmcd/uni-dep-tb/
Many Languages, One Parser

http://github.com/apertium/apertium-crh
A biscriptual morphological transducer for Crimean Tatar

https://github.com/erunion/
SINAI at IEST 2018: Neural Encoding of Emotional External Knowledge for Emotion Classification

https://github.com/chrishokamp/handycat
HandyCAT - An Open-Source Platform for CAT Tool Research

https://github.com/MarkPKCollier/
Memory-Augmented Neural Networks for Machine Translation

https://github.com/jihelhere/
Reranking with Linguistic and Semantic Features for Arabic Optical Character Recognition

https://github.com/kentonl/e2e-coref
Higher-Order Coreference Resolution with Coarse-to-Fine Inference
Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference Resolution
End-to-end Neural Coreference Resolution
Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns
Strategies for Structuring Story Generation
Incorporating Context and External Knowledge for Pronoun Coreference Resolution
Knowledge-aware Pronoun Coreference Resolution

https://github.com/rstudio/tensorflow
Ensemble Methods for Native Language Identification
CYUT at IJCNLP-2017 Task 3: System Report for Review Opinion Diversification

https://github.com/MSeal/
Neural Grammatical Error Correction with Finite State Transducers
The CUED’s Grammatical Error Correction Systems for BEA-2019

https://github.com/XiaoyuanYi/MRLPoetry
Automatic Poetry Generation with Mutual Reinforcement Learning

https://github.com/FarjanaSultanaMim/
Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring

http://github.com/nsaphra/AMRICA
AMRICA: an AMR Inspector for Cross-language Alignments

https://github.com/LingSIG/wordAttributes
Lightweight Grammatical Annotation in the TEI: New Perspectives

https://github.com/mikelewis0/EasySRL
Global Neural CCG Parsing with Optimality Guarantees

https://github.com/Chen-Wang-
An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction

https://github.com/disrpt/sharedtask2019
The DISRPT 2019 Shared Task on Elementary Discourse Unit Segmentation and Connective Detection

https://github.com/giusepperizzo/
Benchmarking the Extraction and Disambiguation of Named Entities on the Semantic Web

https://github.com/jodaiber/
Automatically Identifying Periodic Social Events from Twitter

http://github.com/idiap/
Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation

https://github.com/akashgit/
GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model

https://github.com/trangvu/
Learning How to Active Learn by Dreaming

https://github.com/HazyResearch/treedlib
Training Classifiers with Natural Language Explanations

http://github.com/ThiagoCF05/
Generating flexible proper name references in text: Data, models and evaluation

https://github.com/Hkiri-emna/Named_Entities_Lexicon_Project
Arabic-English Text Translation Leveraging Hybrid NER

https://github.com/gregdurrett/
Text Generation with Exemplar-based Adaptive Decoding

https://github.com/ZhenhuaTian/RSP
A Random Walk Approach to Selectional Preferences Based on Preference Ranking and Propagation

https://github.com/keisks/reassess-gec
Reassessing the Goals of Grammatical Error Correction: Fluency Instead of Grammaticality

https://github.com/jtourille/mimic-tools
WTMED at MEDIQA 2019: A Hybrid Approach to Biomedical Natural Language Inference

https://stanfordnlp.github.io/CoreNLP/coref.html
Incorporating Context and External Knowledge for Pronoun Coreference Resolution
Knowledge-aware Pronoun Coreference Resolution

https://github.com/abhijitbendale/
DOC: Deep Open Classification of Text Documents

https://github.com/epfml/sent2vec
Transfer Learning and Sentence Level Features for Named Entity Recognition on Tweets
Simple Unsupervised Keyphrase Extraction using Sentence Embeddings
SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation
Improving Neural Conversational Models with Entropy-Based Data Filtering
Segmentation-free compositional n-gram embedding-gram embedding
Empirical Linguistic Study of Sentence Embeddings
KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue
Correlating Twitter Language with Community-Level Health Outcomes

https://emorynlp.github.io/nlp4j/
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit
NLP Web Services for Resource-Scarce Languages

https://github.com/ldevine/AFM
Unsupervised Mining of Analogical Frames by Constraint Satisfaction

http://proycon.github.io/clam
CLAM: Quickly deploy NLP command-line tools on the web

https://github.com/KamitaniLab/sml
Is Nike female? Exploring the role of sound symbolism in predicting brand name gender

https://github.com/boudinfl/centrality_
A Comparison of Centrality Measures for Graph-Based Keyphrase Extraction
A Graph Degeneracy-based Approach to Keyword Extraction

https://github.com/tarowatanabe/
Forest-Based Neural Machine Translation

https://github.com/saffsd/langid.py
The University of Edinburgh’s Neural MT Systems for WMT17
Comparing two acquisition systems for automatically building an English—Croatian parallel corpus from multilingual websites
Language Identification for Creating Language-Specific Twitter Collections
Efficient Discrimination Between Closely Related Languages
The Mysterious Letter J
TweetGeo - A Tool for Collecting, Processing and Analysing Geo-encoded Linguistic Data
Word Level Language Identification in Online Multilingual Communication
Improved Part-of-Speech Tagging for Online Conversational Text with Word Clusters
Language variety identification in Spanish tweets
Shared Tasks of the 2015 Workshop on Noisy User-generated Text: Twitter Lexical Normalization and Named Entity Recognition
NICT’s Corpus Filtering Systems for the WMT18 Parallel Corpus Filtering Task
Mining for unambiguous instances to adapt part-of-speech taggers to new domains
Bitextor’s participation in WMT’16: shared task on document alignment
Reddit: A Gold Mine for Personality Prediction
“ye word kis lang ka hai bhai?” Testing the Limits of Word level Language Identification
Cross-Lingual Parser Selection for Low-Resource Languages
MTNT: A Testbed for Machine Translation of Noisy Text
Parsing Tweets into Universal Dependencies
Adapting Grammatical Error Correction Based on the Native Language of Writers with Neural Network Joint Models
What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training
Many Languages, One Parser
Producing Monolingual and Parallel Web Corpora at the Same Time - SpiderLing and Bitextor’s Love Affair
Parallel Corpus Filtering Based on Fuzzy String Matching
A Study of Incorrect Paraphrases in Crowdsourced User Utterances
Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models

https://github.com/ChenRocks/fast
BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization

https://github.com/oadams/persephone
Evaluation Phonemic Transcription of Low-Resource Tonal Languages for Language Documentation

https://github.com/natschluter/
The Word Analogy Testing Caveat
When data permutations are pathological: the case of neural natural language inference

https://github.com/nikitakit/
PTB Graph Parsing with Tree Approximation
Improving Neural Machine Translation with Neural Syntactic Distance
CUNY-PKU Parser at SemEval-2019 Task 1: Cross-Lingual Semantic Parsing with UCCA

https://github.com/HIT-SCIR/ltp
Event-Driven Emotion Cause Extraction with Corpus Construction
Molding CNNs for text: non-linear, non-consecutive convolutions

https://github.com/wang-h/HieraParser
BTG-based Machine Translation with Simple Reordering Model using Structured Perceptron

https://github.com/shalei120/
RBPB: Regularization-Based Pattern Balancing Method for Event Extraction

https://peoples2016.github.io/
Proceedings of the Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media (PEOPLES)

https://github.com/draplater/
Pre- and In-Parsing Models for Neural Empty Category Detection

http://ghpaetzold.github.io/data/
Benchmarking Lexical Simplification Systems
Inferring Psycholinguistic Properties of Words

https://github.com/MarkWuNLP/
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots

https://github.com/GilRocha/
Cross-Lingual Argumentative Relation Identification: from English to Portuguese

https://github.com/boto/boto
ASTD: Arabic Sentiment Tweets Dataset

https://github.com/ygraham/
Accurate Evaluation of Segment-level Machine Translation Metrics
Improving Evaluation of Document-level Machine Translation Quality Estimation
Is all that Glitters in Machine Translation Quality Estimation really Gold?
Achieving Accurate Conclusions in Evaluation of Automatic Machine Translation Metrics
Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts

https://github.com/yoch/jmp8
Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity

https://github.com/junekihong/beam-span-parser
Linear-time Constituency Parsing with RNNs and Dynamic Programming

https://github.com/kadarakos/mulisera
Lessons Learned in Multilingual Grounded Language Learning

http://anoopkunchukuttan.github.io/indic_nlp_library
Statistical Machine Translation between Related Languages
Orthographic Syllable as basic unit for SMT between Related Languages
Utilizing Lexical Similarity between Related, Low-resource Languages for Pivot-based SMT
Faster Decoding for Subword Level Phrase-based SMT between Related Languages

https://github.com/MashaPo/accent_lstm
Automated Word Stress Detection in Russian

https://kearnsw.github.io/
UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference

https://github.com/butnaruandrei/
A Report on the Third VarDial Evaluation Campaign

https://github.com/TallChris91/
Automated learning of templates for data-to-text generation: comparing rule-based, statistical and neural methods

https://github.com/nikitacs16/Holl-E
Towards Exploiting Background Knowledge for Building Conversation Systems

https://github.com/knowitall/ollie
More than Word Cooccurrence: Exploring Support and Opposition in International Climate Negotiations with Semantic Parsing

https://github.com/SheffieldML/GPyOpt
iParaphrasing: Extracting Visually Grounded Paraphrases via an Image

https://github.com/facebookarchive/NAMAS
Generative Bridging Network for Neural Sequence Prediction
Positional Encoding to Control Output Sequence Length

https://github.com/morfologik
E-law Module Supporting Lawyers in the Process of Knowledge Discovery from Legal Documents

http://github.com/petterhh/ndt-tools
Optimizing a PoS Tagset for Norwegian Dependency Parsing

https://github.com/BookmanHan/Embedding
Knowledge Graph Embedding with Hierarchical Relation Structure

https://github.com/TalnUPF/compilationISpros/
Compilation of Corpora for the Study of the Information Structure–Prosody Interface

https://github.com/KaiQiangSong/struct_infused_summ
Structure-Infused Copy Mechanisms for Abstractive Summarization

https://github.com/hltcoe/parma
PARMA: A Predicate Argument Aligner

https://github.com/bot-zen/naacl
A Report on the 2018 VUA Metaphor Detection Shared Task

https://github.com/napsternxg/TwitterNER
Semi-supervised Named Entity Recognition in noisy-text

https://github.com/AKSW/n3-collection
Evaluating Entity Linking: An Analysis of Current Benchmark Datasets and a Roadmap for Doing a Better Job

https://github.com/memray/seq2seq-
Deep Keyphrase Generation

https://github.com/bmcfee/librosa
MMFeat: A Toolkit for Extracting Multi-Modal Features

https://github.com/AIPHES
EmpiriST: AIPHES - Robust Tokenization and POS-Tagging for Different Genres

https://github.com/fred2008/TCMSA
Tree Communication Models for Sentiment Analysis

https://github.com/ArleneYuZhiwei/Metaphor-
How to Avoid Sentences Spelling Boring? Towards a Neural Approach to Unsupervised Metaphor Generation

https://github.com/eaclark07/sms
Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts

https://github.com/clab/dynet/issues/
A non-projective greedy dependency parser with bidirectional LSTMs

https://github.com/paalberti/tesseract-dan-fraktur
Improving Optical Character Recognition of Finnish Historical Newspapers with a Combination of Fraktur & Antiqua Models and Image Preprocessing

https://github.com/alvations/gachalign
European Union Language Resources in Sketch Engine

https://github.com/DrImpossible/Sub-word-LSTM
Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text

https://github.com/facebookresearch
Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP)

https://github.com/clir/time-percep
Computational Exploration to Linguistic Structures of Future: Classification and Categorization

https://github.com/AKSW/MMoOn/tree/master/lang/heb
Creating Linked Data Morphological Language Resources with MMoOn - The Hebrew Morpheme Inventory

http://github.com/VincTheSecond/rextractor
RExtractor: a Robust Information Extractor

https://github.com/gchrupala/ursa
Correlating Neural and Symbolic Representations of Language

http://dbpedia-spotlight.github.io/
Experiments with DBpedia, WordNet and SentiWordNet as resources for sentiment analysis in micro-blogging

https://github.com/maximromanov/mARkdown
Shamela: A Large-Scale Historical Arabic Corpus

https://zhiyzuo.github.io/
The Historical Significance of Textual Distances

https://github.com/emjotde/amunmt/
Pushing the Limits of Translation Quality Estimation

https://github.com/alumae/kaldi-gstreamer-server
Demonstrating Ambient Search: Implicit Document Retrieval for Speech Streams
CirdoX: an on/off-line multisource speech and sound analysis software
Ambient Search: A Document Retrieval System for Speech Streams

https://github.com/dbpedia/
RDFization of Japanese Electronic Dictionaries and LOD

http://dimsum16.github.io
UW-CSE at SemEval-2016 Task 10: Detecting Multiword Expressions and Supersenses using Double-Chained Conditional Random Fields
The PARSEME Shared Task on Automatic Identification of Verbal Multiword Expressions

https://github.com/moses-smt/mosesdecoder/issues/39
Fast and highly parallelizable phrase table for statistical machine translation

https://github.com/pks/cdec-dtrain
Learning to translate from graded and negative relevance information
Response-based Learning for Machine Translation of Open-domain Database Queries
A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap

http://hltfbk.github.io/Excitement-Open-Platform
Contradiction Detection for Rumorous Claims
Processing and Normalizing Hashtags

https://github.com/drelhaj/BioTextMining
Profiling Medical Journal Articles Using a Gene Ontology Semantic Tagger

https://github.com/percyliang/brown-cluster/
Learning finite state word representations for unsupervised Twitter adaptation of POS taggers
Improving Twitter Named Entity Recognition using Word Representations

https://github.com/stephanschloegl/WebWOZ/
WebWOZ: A Platform for Designing and Conducting Web-based Wizard of Oz Experiments

https://github.com/yunsukim86/sockeye-transfer
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies

https://github.com/marcocor/bat-framework
ELCO3: Entity Linking with Corpus Coherence Combining Open Source Annotators
Combining Open Source Annotators for Entity Linking through Weighted Voting
EL92: Entity Linking Combining Open Source Annotators via Weighted Voting

https://github.com/rustle1314/Joint_
Multi-label Text Categorization with Joint Learning Predictions-as-Features Method

https://github.com/hkmk/
Annotating Modality Expressions and Event Factuality for a Japanese Chess Commentary Corpus

https://tatianashavrina.github.io
Multiple Admissibility: Judging Grammaticality using Unlabeled Data in Language Learning

https://github.com/dmlc/tensorboard
The Sockeye Neural Machine Translation Toolkit at AMTA 2018

https://github.com/baidu-research/HNN
Hubless Nearest Neighbor Search for Bilingual Lexicon Induction

https://github.com/glampouras/JLOLS_
Why We Need New Evaluation Metrics for NLG

https://github.com/GU-CLASP/pyttr
ImageTTR: Grounding Type Theory with Records in Image Classification for Visual Question Answering
Visual TTR - Modelling Visual Question Answering in Type Theory with Records

https://github.com/jtourille/yaset
Evaluation of a Sequence Tagging Tool for Biomedical Texts

https://e05087.github.io/
Semi-supervised Training Data Generation for Multilingual Question Answering

https://github.com/pedrada88/rwe
Relational Word Embeddings

https://github.com/google-research-datasets/conceptual-
Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning

https://github.com/aksw/nif4oggd
NIF4OGGD - NLP Interchange Format for Open German Governmental Data

https://github.com/norikinishida/won
Word Ordering as Unsupervised Learning Towards Syntactically Plausible Word Representations

https://github.com/fvancesco/Semeval2018-
YNU-HPCC at SemEval-2018 Task 2: Multi-ensemble Bi-GRU Model with Attention Mechanism for Multilingual Emoji Prediction

https://github.com/sberbank-ai/ner-bert
Multilingual Named Entity Recognition Using Pretrained Embeddings, Attention Mechanism and NCRF

https://github.com/Shaul1321/rnn
Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages

https://github.com/jiyfeng/dclm
Unsupervised Resolution of Acronyms and Abbreviations in Nursing Notes Using Document-Level Context Models

https://github.com/TEIC/TEI/pull/1671
Lightweight Grammatical Annotation in the TEI: New Perspectives

https://github.com/Franck-Dernoncourt/NeuroNER/
Transfer Learning for Entity Recognition of Novel Classes

https://github.com/leocomelli/score-freetext-answer/ar-
A Short Answer Grading System in Chinese by Support Vector Approach

https://abiword.github.io/enchant/
Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data
#YouToo? Detection of Personal Recollections of Sexual Harassment on Social Media

https://www.github.com/PolMine/ctk
The GermaParl Corpus of Parliamentary Protocols

http://github.com/slavpetrov/
Neural Syntactic Generative Models with Exact Marginalization
Recurrent Neural Network Grammars

https://github.com/diccooo/Deep_Enhanced_Repr_for_IDRR
Deep Enhanced Representation for Implicit Discourse Relation Recognition

https://github.com/hajimes/
Seq2seq for Morphological Reinflection: When Deep Learning Fails

https://github.com/bakwc/JamSpell
Learning to combine Grammatical Error Corrections
Neural and FST-based approaches to grammatical error correction

https://github.com/vered1986/
A Consolidated Open Knowledge Representation for Multiple Texts
Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection
SemEval-2018 Task 9: Hypernym Discovery

https://github.com/jacoxu/HMN4QA
Hierarchical Memory Networks for Answer Selection on Unknown Words

https://guides.github.com/introduction/
UIMA-Based JCoRe 2.0 Goes GitHub and Maven Central ― State-of-the-Art Software Resource Engineering and Distribution of NLP Pipelines

https://github.com/biu-nlp/
Split and Rephrase: Better Evaluation and Stronger Baselines

https://github.com/isl-mt/lamtram
Exploiting Linguistic Resources for Neural Machine Translation Using Multi-task Learning

https://github.com/jhlau/topic
More Efficient Topic Modelling Through a Noun Only Approach

https://github.com/ramybaly/
Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media

https://github.com/morfologik/
Developing New Linguistic Resources and Tools for the Galician Language

https://github.com/rekriz11/sockeye-recipes
Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification

https://github.com/clarinsi/tweetgeo
TweetGeo - A Tool for Collecting, Processing and Analysing Geo-encoded Linguistic Data

https://github.com/lspecia/QualityEstimation/blob/master/
LORIA System for the WMT12 Quality Estimation Shared Task

https://github.com/shanest/
Neural Models of the Psychosemantics of ‘Most’

https://github.com/coltekin/TRmorph
A set of open source tools for Turkish natural language processing

https://github.com/philipperemy/financial-news-dataset
Improving Topic Quality by Promoting Named Entities in Topic Modeling

https://github.com/hujie-frank/SENet
Super Characters: A Conversion from Sentiment Classification to Image Classification

https://github.com/CIRCSE/LEMLAT3
The Lemlat 3.0 Package for Morphological Analysis of Latin
Harmonizing Different Lemmatization Strategies for Building a Knowledge Base of Linguistic Resources for Latin

https://github.com/arademaker/openWordnet-PT
Distributional Thesauri for Portuguese: methodology evaluation

https://github.com/ciprian-chelba/
Findings of the 2016 Conference on Machine Translation
Word embeddings and discourse information for Quality Estimation
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning

https://github.com/ghpaetzold/
Findings of the WMT 2018 Shared Task on Quality Estimation
Findings of the 2016 Conference on Machine Translation
CobaltF: A Fluent Metric for MT Evaluation
Findings of the 2017 Conference on Machine Translation (WMT17)
Findings of the 2015 Workshop on Statistical Machine Translation
Multi-level Translation Quality Prediction with QuEst++
MASSAlign: Alignment and Annotation of Comparable Documents

https://github.com/xdwang0726/Mesh
Incorporating Figure Captions and Descriptive Text in MeSH Term Indexing

https://github.com/venelink/WARP
WARP-Text: a Web-Based Tool for Annotating Relationships between Pairs of Texts

https://github.com/aitor-garcia-p/hate-speech-dataset
Hate Speech Dataset from a White Supremacy Forum

https://github.com/alexmazzei/ud2ln
The DipInfo-UniTo system for SRST 2018

https://github.com/clips/pattern
Evaluation of automatic collocation extraction methods for language learning

https://github.com/zliucr/hyperpartisan-news-detection
Team yeon-zi at SemEval-2019 Task 4: Hyperpartisan News Detection by De-noising Weakly-labeled Data

https://github.com/zhangmeishan/SRL4ORL
Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling

https://github.com/simonwibberley/method51
Method51 for Mining Insight from Social Media Datasets

http://github.com/bicici/FDA
Parallel FDA5 for Fast Deployment of Accurate Statistical Machine Translation Systems
ParFDA for Fast Deployment of Accurate Statistical Machine Translation Systems, Benchmarks, and Statistics

https://github.com/aistairc/
Learning to Select, Track, and Generate for Data-to-Text

https://github.com/bcmi220/seq2seq_parser
Seq2seq Dependency Parsing

https://github.com/BillMcGrady/StancePrediction
Structured Representation Learning for Online Debate Stance Prediction

https://github.com/cjmay/snli-ethics
Social Bias in Elicited Natural Language Inferences

https://github.com/Dictanova/term-eval
Towards a unified framework for bilingual terminology extraction of single-word and multi-word terms

https://github.com/blcunlp/CNLI
Soft Representation Learning for Sparse Transfer

https://github.com/pbhuss/
A Multi-task Approach to Predict Likability of Books

https://github.com/blcunlp/SemEval2018
BLCU_NLP at SemEval-2018 Task 12: An Ensemble Model for Argument Reasoning Based on Hierarchical Attention

https://github.com/ainagari/coinco_
LIMSI-MULTISEM at the IJCAI SemDeep-5 WiC Challenge: Context Representations for Word Usage Similarity Estimation

https://github.com/williamgunn/
CCG Categories for Distributional Semantic Models

https://github.com/baidu/Dialogue
One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues

https://github.com/ganeshjawahar/
What Does BERT Learn about the Structure of Language?
Contextualized Diachronic Word Representations

https://github.com/UKPLab/iwcs2017_disambiguation_causality_lexical_markers
Neural Disambiguation of Causal Lexical Markers Based on Context

https://github.com/XinnuoXu/CVAE_Dial
Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity

https://github.com/IBM/cc-dbp
Discovering Implicit Knowledge with Unary Relations

https://github.com/scrapinghub/
LIPN at SemEval-2017 Task 10: Filtering Candidate Keyphrases from Scientific Publications with Part-of-Speech Tag Sequences to Train a Sequence Labeling Model

https://github.com/nttcslab-nlp/
NTT Neural Machine Translation Systems at WAT 2017

https://github.com/kpu/lazy
Turku Neural Parser Pipeline: An End-to-End System for the CoNLL 2018 Shared Task

https://github.com/glorotxa/SME
Knowledge Base Completion via Coupled Path Ranking
Transition-based Knowledge Graph Embedding with Relational Mapping Properties
Context-Dependent Knowledge Graph Embedding
Composing Relationships with Translations
Jointly Embedding Knowledge Graphs and Logical Rules
Semantically Smooth Knowledge Graph Embedding

https://cambridgeltl.github.io/cancer-hallmark-cnn/
Cancer Hallmark Text Classification Using Convolutional Neural Networks

https://github.com/jiangfeng1124/mtl-nndep
A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks

https://github.com/IKMLab/argalign1
Detecting Argumentative Discourse Acts with Linguistic Alignment

https://github.com/eligrey/FileSaver
Combining Visual and Textual Features for Information Extraction from Online Flyers

https://github.com/SKTBrain/SUMBT
SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking

https://github.com/svn2github/
A Bag of Useful Tricks for Practical Neural Machine Translation: Embedding Layer Initialization and Large Batch Size

https://github.com/ColiLea/
Inducing Document Structure for Aspect-based Summarization

http://turkunlp.github.io/
Morphological Segmentation and OPUS for Finnish-English Machine Translation
Universal Dependencies for Finnish

https://github.com/TDaudert/CoSACT
CoSACT: A Collaborative Tool for Fine-Grained Sentiment Annotation and Consolidation of Text

https://github.com/kuadmu/
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism

http://waikato.github.io/meka/
Thumbs Up and Down: Sentiment Analysis of Medical Online Forums

http://turkunlp.github.io/Finnish-dep-parser/
Sheffield Systems for the Finnish-English WMT Translation Task

http://github.com/skTim/OIWE
Online Learning of Interpretable Word Embeddings

https://github.com/XuezheMax/NeuroNLP2
How to Use Gazetteers for Entity Recognition with Neural Models

https://rajarshd.github.io/ChainsofReasoning/
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks

https://github.com/EasyIME/PIME
Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association

https://github.com/alexandres/
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations

https://github.com/google/
Rapid Adaptation of Neural Machine Translation to New Languages
Please Clap: Modeling Applause in Campaign Speeches
A Bag of Useful Tricks for Practical Neural Machine Translation: Embedding Layer Initialization and Large Batch Size
MTNT: A Testbed for Machine Translation of Noisy Text
The University of Edinburgh’s Submissions to the WMT19 News Translation Task
Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation
Neural Text Normalization with Subword Units
Improving Robustness of Machine Translation with Synthetic Noise
University of Tartu’s Multilingual Multi-domain WMT19 News Translation Shared Task Submission
Stochastic Tokenization with a Language Model for Neural Text Classification
BSC Participation in the WMT Translation of Biomedical Abstracts

https://github.com/kanekomasahiro/gp_
Gender-preserving Debiasing for Pre-trained Word Embeddings

https://github.com/npow/ubottu
Multi-view Response Selection for Human-Computer Conversation

https://github.com/LeonCrashCode/InOrderParser
Cross-Domain Generalization of Neural Constituency Parsers

https://github.com/facebookresearch/faiss/issues/297
Paraphrase Detection on Noisy Subtitles in Six Languages

https://github.com/phongnt570/UETnlp
Introducing Two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness

https://github.com/williamgunn/SciSentiment
Cross-Lingual Sentiment Analysis Without (Good) Translation

https://github.com/NSchrading/
No Permanent Friends or Enemies: Tracking Relationships between Nations from News

https://github.com/rcln/SemEval
LIPN-IIMAS at SemEval-2016 Task 1: Random Forest Regression Experiments on Align-and-Differentiate and Word Embeddings penalizing strategies

https://github.com/ZurichNLP/emnlp2018-imitation-
Imitation Learning for Neural Morphological String Transduction

https://github.com/inariksit/cgsat/
Analysing Constraint Grammars with a SAT-solver

https://github.com/sheng-z/figet
Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds

http://github.com/allenai/allennlp
AllenNLP: A Deep Semantic Natural Language Processing Platform

https://github.com/YovaKem/
Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction

https://github.com/saffsd/linguini.py
Automatic Detection and Language Identification of Multilingual Documents

http://www.github.com/jmielens/gpc-acl-2015
Parse Imputation for Dependency Annotations

https://github.com/emjotde/amunmt
Edinburgh Neural Machine Translation Systems for WMT 16
Log-linear Combinations of Monolingual and Bilingual Neural Machine Translation Models for Automatic Post-Editing
XMU Neural Machine Translation Online Service
Are we experiencing the Golden Age of Automatic Post-Editing?
XMU Neural Machine Translation Systems for WMT 17
XMU Neural Machine Translation Systems for WAT 2017

https://github.com/wlin12/JNN
Arabic POS Tagging: Don’t Abandon Feature Engineering Just Yet
An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages

https://github.com/alvations/USAAR-SemEval-
USAAR-WLV: Hypernym Generation with Deep Neural Nets
USAAR at SemEval-2016 Task 13: Hyponym Endocentricity

http://sheffieldml.github.io/GPyOpt/
evision PDF of 'CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification

http://gree-gorey.github.io/
Rhetorical relations markers in Russian RST Treebank

https://fomafst.github.io/morphtut
A Morphological Analyzer for St. Lawrence Island / Central Siberian Yupik

https://github.com/fychao/
Segmentation-free compositional n-gram embedding-gram embedding

https://github.com/YerevaNN/
BioRelEx 1.0: Biological Relation Extraction Benchmark

https://github.com/naist-cl-parsing/Verbal-MWE-annotations
Construction of Large-scale English Verbal Multiword Expression Annotated Corpus

https://github.com/dalstonChen
Neural Word Segmentation Learning for Chinese

https://github.com/xiaoling/vinculum/
Design Challenges for Entity Linking

https://github.com/google/seq2seq
Effective Domain Mixing for Neural Machine Translation
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++
Char2char Generation with Reranking for the E2E NLG Challenge
A surprisingly effective out-of-the-box char2char model on the E2E NLG Challenge dataset
Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection

https://github.com/wolfgarbe/symspell
Graph-based Event Extraction from Twitter
Location Name Extraction from Targeted Text Streams using Gazetteer-based Statistical Language Models

https://github.com/GrammaticalFramework/
From Universal Dependencies to Abstract Syntax
Formalising the Swedish Constructicon in Grammatical Framework

https://github.com/manuyavuz/
Analyzing Stemming Approaches for Turkish Multi-Document Summarization

http://github.com/senticnet/sc-lstm
Context-Dependent Sentiment Analysis in User-Generated Videos

https://github.com/Microsoft/CNTK
ASU: An Experimental Study on Applying Deep Learning in Twitter Named Entity Recognition.

https://github.com/qipeng/
Arc-swift: A Novel Transition System for Dependency Parsing

https://github.com/yftah89/structural-correspondence-
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation

https://github.com/fkunneman/Product_
Aspect-based summarization of pros and cons in unstructured product reviews

https://github.com/oferbr/
Joint Extraction of Events and Entities within a Document Context

http://julielab.github.io/
Sharing Copies of Synthetic Clinical Corpora without Physical Distribution — A Case Study to Get Around IPRs and Privacy Constraints Featuring the German JSYNCC Corpus

https://github.com/acl2017submission/event-data
Automatically Labeled Data Generation for Large Scale Event Extraction

https://github.com/neubig/lamtram
Neural Machine Translation: Basics, Practical Aspects and Recent Trends
Stronger Baselines for Trustable Results in Neural Machine Translation
Improving Neural Machine Translation through Phrase-based Forced Decoding
NICT-NAIST System for WMT17 Multimodal Translation Task
An Empirical Study of Mini-Batch Creation Strategies for Neural Machine Translation

https://github.com/eddieantonio/ocreval/
OCR evaluation tools for the 21st century

http://github.com/tensorflow/tensor2tensor
Tensor2Tensor for Neural Machine Translation

https://github.com/iampuntre/
Context Based Approach for Second Language Acquisition

https://github.com/biopython/biopython
AX Semantics’ Submission to the CoNLL–SIGMORPHON 2018 Shared Task

https://github.com/galsang/SemEval2018-task12
SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension

https://github.com/mwhite14850/dyc3g
Evaluation Order Effects in Dynamic Continuized CCG: From Negative Polarity Items to Balanced Punctuation
Parsing with Dynamic Continuized CCG

https://github.com/David-Steele/
Vis-Eval Metric Viewer: A Visualisation Tool for Inspecting and Evaluating Metric Scores of Machine Translation Output

https://github.com/AveryLiu/TD-DMN/data/splits
Exploiting Contextual Information via Dynamic Memory Network for Event Detection

https://github.com/wikilinks/conll03_nel_eval
Combining Open Source Annotators for Entity Linking through Weighted Voting

https://github.com/ruby-rdf/rdf
Releasing multimodal data as Linguistic Linked Open Data: An experience report

http://github.com/bothameister/pysrcag-data
Adaptor Grammars for Learning Non-Concatenative Morphology

https://github.com/helloeve/mre-in-one-pass
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers

https://github.com/facebookresearch/corefnmn
CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog

https://github.com/ozanarkancan/hyperpartisan
Team Howard Beale at SemEval-2019 Task 4: Hyperpartisan News Detection with BERT

https://github.com/rse
Revisiting Low-Resource Neural Machine Translation: A Case Study

https://github.com/plumdeq/hsvm
Using hyperbolic large-margin classifiers for biological link prediction

https://github.com/ljain2/libsvm-openset
Breaking the Closed World Assumption in Text Classification

https://github.com/3Top/word2vec-
Named Entity Recognition with Stack Residual LSTM and Trainable Bias Decoding

https://github.com/KBNLresearch/europeananp-ner/tree/inl
An Open Corpus for Named Entity Recognition in Historic Newspapers

https://github.com/hongwang600/Lifelong_
Sentence Embedding Alignment for Lifelong Relation Extraction

https://github.com/hunterhector/EvmEval
Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning

https://github.com/gucci-j/vae
JCTDHS at SemEval-2019 Task 5: Detection of Hate Speech in Tweets using Deep Learning Methods, Character N-gram Features, and Preprocessing Methods

https://github.com/kensk8er/
Does My Rebuttal Matter? Insights from a Major NLP Conference

https://github.com/rstodden/verbal-multiword-expression-st11
TRAPACC and TRAPACCS at PARSEME Shared Task 2018: Neural Transition Tagging of Verbal Multiword Expressions

https://taku910.github.io/cabocha/
Distance-Free Modeling of Multi-Predicate Interactions in End-to-End Japanese Predicate-Argument Structure Analysis
Demonstration of ChaKi.NET – beyond the corpus search system
Automatically Acquired Lexical Knowledge Improves Japanese Joint Morphological and Dependency Analysis
‘BonTen’ – Corpus Concordance System for ‘NINJAL Web Japanese Corpus’
Improving Japanese-to-English Neural Machine Translation by Voice Prediction
Neural Japanese Zero Anaphora Resolution using Smoothed Large-scale Case Frames with Word Embedding

https://github.com/saffsd/polyglot
Automatic Detection and Language Identification of Multilingual Documents

https://github.com/wmaier/uparse
Discontinuous parsing with continuous trees

https://github.com/pdtb-upenn/full-text
Discourse Annotation in the PDTB: The Next Generation
Proceedings 14th Joint ACL - ISO Workshop on Interoperable Semantic Annotation

https://rajpurkar.github.io/SQuAD-explorer/
An Adaption of BIOASQ Question Answering dataset for Machine Reading systems by Manual Annotations of Answer Spans.
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension
Training a Ranking Function for Open-Domain Question Answering
Robust Machine Comprehension Models via Adversarial Training
A Multi-Stage Memory Augmented Neural Network for Machine Reading Comprehension
Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering
Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering

https://github.com/mlj/proiel-
The Lemlat 3.0 Package for Morphological Analysis of Latin

https://github.com/FerreroJeremy/
Using Word Embedding for Cross-Language Plagiarism Detection
CompiLIG at SemEval-2017 Task 1: Cross-Language Plagiarism Detection Methods for Semantic Textual Similarity
Deep Investigation of Cross-Language Plagiarism Detection Methods

https://github.com/jhlau/deepspeare
Deep-speare: A joint neural model of poetic language, meter and rhyme

https://github.com/taolei87/askubuntu
Rationalizing Neural Predictions

https://github.com/bakarov/
The Limitations of Cross-language Word Embeddings Evaluation

https://github.com/someus/Pinyin2Hanzi/
Accurate Pinyin-English Codeswitched Language Identification

https://github.com/clir/clearnlp;
A Corpus of Preposition Supersenses

https://github.com/dakuiz/NTAs
The Discovery of Natural Typing Annotations: User-produced Potential Chinese Word Delimiters

https://vega.github.io/vega/
Towards a dialogue system that supports rich visualizations of data

https://github.com/pan-webis-de
Reusable workflows for gender prediction

https://github.com/yamashiros/
Neural Japanese Zero Anaphora Resolution using Smoothed Large-scale Case Frames with Word Embedding

https://github.com/pedrobalage
NILC_USP: An Improved Hybrid System for Sentiment Analysis in Twitter Messages

https://github.com/bastings/neuralmonkey
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation

https://github.com/h-aldarmaki/sentence
Evaluation of Unsupervised Compositional Representations

https://github.com/twitter/
Predicting Foreign Language Usage from English-Only Social Media Posts
Korean L2 Vocabulary Prediction: Can a Large Annotated Corpus be Used to Train Better Models for Predicting Unknown Words?

https://github.com/jeknov/EMNLP
Treat the system like a human student: Automatic naturalness evaluation of generated text without reference texts

https://github.com/keras-team/keras
Tübingen-Oslo Team at the VarDial 2018 Evaluation Campaign: An Analysis of N-gram Features in Language Variety Identification
A K-Competitive Autoencoder for Aggression Detection in Social Media Text
Sliced Recurrent Neural Networks
IIT (BHU) Submission for the ACL Shared Task on Named Entity Recognition on Code-switched Data
Expressively vulgar: The socio-dynamics of vulgarity and its effects on sentiment analysis in social media
Chrono at SemEval-2018 Task 6: A System for Normalizing Temporal Expressions
Arabic Tweet-Act: Speech Act Recognition for Arabic Asynchronous Conversations
Syllables for Sentence Classification in Morphologically Rich Languages
Naive Bayes and BiLSTM Ensemble for Discriminating between Mainland and Taiwan Variation of Mandarin Chinese
Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion

https://github.com/lancopku/
A Chinese Dataset with Negative Full Forms for General Abbreviation Prediction
Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model

http://github.com/wmaier/treetools
Parsing German: How Much Morphology Do We Need?

https://scikit-optimize.github.io
AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning

https://github.com/XapaJIaMnu/gLM
N-gram language models for massively parallel devices

https://github.com/masayu-a/BCCWJ-ANNOTATION-ORDER
Reading-Time Annotations for “Balanced Corpus of Contemporary Written Japanese”

https://github.com/SenticNet/
MPST: A Corpus of Movie Plot Synopses with Tags
Aff2Vec: Affect–Enriched Distributional Word Representations
Contextual Inter-modal Attention for Multi-modal Sentiment Analysis

https://github.com/zarmeen92/
IBA-Sys at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News

https://github.com/ufal/treex/blob/
Slavic Forest, Norwegian Wood

https://github.com/riyazbhat/
Leveraging Newswire Treebanks for Parsing Conversational Data with Argument Scrambling

https://github.com/RikVN/D-match
Discourse Representation Structure Parsing

https://github.com/dearden/
Lancaster at SemEval-2018 Task 3: Investigating Ironic Features in English Tweets

https://github.com/synalp/jtrans
Weakly-supervised text-to-speech alignment confidence measure

https://github.com/TALP-UPC/FreeLing
Linked Data for Language-Learning Applications

https://github.com/witerforcing/WriterForcing
WriterForcing: Generating more interesting story endings

http://trananh.github.io/vlsa
Extracting Latent Attributes from Video Scenes Using Text as Background Knowledge

https://github.com/EagleW/
Paper Abstract Writing through Editing Mechanism

https://github.com/impactcentre/
Generating a Training Corpus for OCR Post-Correction Using Encoder-Decoder Model

https://github.com/JULIELab/jsyncc
Sharing Copies of Synthetic Clinical Corpora without Physical Distribution — A Case Study to Get Around IPRs and Privacy Constraints Featuring the German JSYNCC Corpus

https://github.com/anoopkunchukuttan/indic
IITP-MT System for Gujarati-English News Translation Task at WMT 2019

https://github.com/shonosuke/
Learning to Describe Unknown Phrases with Local and Global Contexts

https://github.com/cheng6076
Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning

https://github.com/pln-fing-udelar/false-friends
A High Coverage Method for Automatic False Friends Detection for Spanish and Portuguese

http://jplalor.github.io
Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study

https://github.com/dtuggener/
Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation

https://github.com/AlexGrinch/ro_sgns
Riemannian Optimization for Skip-Gram Negative Sampling

https://github.com/src-d/kmcuda
Correlating Twitter Language with Community-Level Health Outcomes

https://github.com/EyeTribe/documentation
Supporting Content Design with an Eye Tracker: The Case of Weather-based Recommendations

https://github.com/Garrafao/
German in Flux: Detecting Metaphoric Change via Word Entropy

https://github.com/amal994/hyperpartisan-detection-
Spider-Jerusalem at SemEval-2019 Task 4: Hyperpartisan News Detection

https://github.com/ufal/wmt16-pronouns
Pronoun Prediction with Linguistic Features and Example Weighing

https://github.com/odashi/nmtkit
A Simple and Strong Baseline: NAIST-NICT Neural Machine Translation System for WAT2017 English-Japanese Translation Task
Tree as a Pivot: Syntactic Matching Methods in Pivot Translation
An Empirical Study of Mini-Batch Creation Strategies for Neural Machine Translation

https://github.com/uclanlp/gn_
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them

https://github.com/ajinkyakulkarni14/TED-
Triangular Architecture for Rare Language Translation
Unsupervised Pivot Translation for Distant Languages

https://github.com/spotify/featran
Par4Sim – Adaptive Paraphrasing for Text Simplification

http://github.com/maslinych/daba/
Daba: a model and tools for Manding corpora

https://github.com/jxfeb/Generative_QA
Neural Generative Question Answering

https://github.com/alisonmsmith/Papers/
Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Topic Labels

https://github.com/kolchinski/
Representing Social Media Users for Sarcasm Detection

https://github.com/Mordeaux/gfl
Simplified Dependency Annotations with GFL-Web

https://github.com/HuiBinR/VSRB
Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition

https://github.com/StoryDevelopment/SCT
A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task

https://github.com/google/gson
Large-Scale Semantic Indexing and Question Answering in Biomedicine

https://github.com/martavillegas/ApertiumRDF
Leveraging RDF Graphs for Crossing Multiple Bilingual Dictionaries

https://github.com/ryanmcd/uni-dep-tb
A Sub-Character Architecture for Korean Language Processing
Compositional Morpheme Embeddings with Affixes as Functions and Stems as Arguments
A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks
Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction

https://github.com/tgGuo15/PriorImageCaption
Improving Reinforcement Learning Based Image Captioning with Natural Language Prior

http://github.com/cogroo/jspell.br
Improving CoGrOO: the Brazilian Portuguese Grammar Checker

https://github.com/CSRI/PraxiconDB
One event, many representations. Mapping action concepts through visual features.

https://github.com/TatsuyaShirakawa/poincare-
Discriminator at SemEval-2018 Task 10: Minimally Supervised Discrimination

https://github.com/cligs/textbox/
A Method to Automatically Identify Diachronic Variation in Collocations.

https://github.com/move-tool
Solving the AL Chicken-and-Egg Corpus and Model Problem: Model-free Active Learning for Phenomena-driven Corpus Construction

https://github.com/moses-smt/mosesdecoder/blob/maste
Microsoft Research Asia’s Systems for WMT19

https://github.com/jacoxu/
A Self-Training Approach for Short Text Clustering

https://github.com/marcodel13/The-Road-to-Success
The Road to Success: Assessing the Fate of Linguistic Innovations in Online Communities

https://github.com/kbenoit/spacyr
Network Visualisations for Exploring Political Concepts

https://github.com/adbar/flux-toolchain
Finding Viable Seed URLs for Web Corpora: A Scouting Approach and Comparative Study of Available Sources
Efficient construction of metadata-enhanced web corpora

https://github.com/acattle/HumourTools
Recognizing Humour using Word Associations and Humour Anchor Extraction

https://github.com/akshaynagpal/w2n
Chrono at SemEval-2018 Task 6: A System for Normalizing Temporal Expressions

https://github.com/gregdurrett/berkeley-doc-summarizer
Coarse-to-Fine Attention Models for Document Summarization

https://github.com/yoonkim/lstm-char-cnn
Neural Summarization by Extracting Sentences and Words
Grapheme-level Awareness in Word Embeddings for Morphologically Rich Languages

https://github.com/benathi/
Multimodal Word Distributions

https://github.com/ufal/neuralmonkey
CUNI System for the WMT18 Multimodal Translation Task
End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification
Are BLEU and Meaning Representation in Opposition?
CUNI System for the WMT17 Multimodal Translation Task
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation
CUNI System for WMT17 Automatic Post-Editing Task
Neural Monkey: The Current State and Beyond
Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation
From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions
Derivational Morphological Relations in Word Embeddings

https://github.com/stanfordnlp/GloVe
mwetoolkit+sem: Integrating Word Embeddings in the mwetoolkit for Semantic MWE Processing
Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention
A Bag of Useful Tricks for Practical Neural Machine Translation: Embedding Layer Initialization and Large Batch Size
Incorporating Glosses into Neural Word Sense Disambiguation
Learning Chinese Word Representations From Glyphs Of Characters
Enhanced Word Representations for Bridging Anaphora Resolution
Attention-based BLSTM-CRF Architecture for Mongolian Named Entity Recognition
Debiasing Word Embeddings Improves Multimodal Machine Translation
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning
Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors
Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques

https://github.com/arnsholt/
Phrase Structure Annotation and Parsing for Learner English

https://github.com/thedansimonson/durruti
Narrative Schema Stability in News Text

https://github.com/fvancesco/
LIS at SemEval-2018 Task 2: Mixing Word Embeddings and Bag of Features for Multilingual Emoji Prediction

https://github.com/emjotde/symgiza-pp/
Phrase Table Induction Using In-Domain Monolingual Data for Domain Adaptation in Statistical Machine Translation

https://pair-code.github.io/facets/
Contextual Inter-modal Attention for Multi-modal Sentiment Analysis
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis

https://github.com/stephanschloegl/WebWOZ
Designing Language Technology Applications: A Wizard of Oz Driven Prototyping Framework
Multi-step Natural Language Understanding

https://github.com/nickvosk/acl2015-
Learning to Explain Entity Relationships in Knowledge Graphs

https://gist.github.com/alexbowe/879414
Using Text Segmentation Algorithms for the Automatic Generation of E-Learning Courses

http://github.com/timvieira/vocrf
Speed-Accuracy Tradeoffs in Tagging with Variable-Order CRFs and Structured Sparsity

https://www.github.com/dlwh/puck
Sparser, Better, Faster GPU Parsing

https://github.com/muelletm/cistern/tree/master/marmot
Neural Morphological Tagging of Lemma Sequences for Machine Translation

https://github.com/juntaoy/Dali-
Crowdsourcing and Aggregating Nested Markable Annotations

https://dkpro.github.io/dkpro-core
Representation and Interchange of Linguistic Annotation. An In-Depth, Side-by-Side Comparison of Three Designs
FlexTag: A Highly Flexible PoS Tagging Framework

https://github.com/vchahun/gv-crawl
Supervised Phrase Table Triangulation with Neural Word Embeddings for Low-Resource Languages

https://github.com/jflanigan/
An Incremental Parser for Abstract Meaning Representation
Robust Subgraph Generation Improves Abstract Meaning Representation Parsing

https://github.com/ghewgill/text2num
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge
From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations

https://kanghj.github.io/english_chinese_news_clwsd_dataset/
A Comparison of Word Embeddings for English and Cross-Lingual Chinese Word Sense Disambiguation

https://github.com/Lotemp/
Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation

https://github.com/debanjanghosh/sarcasm
Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of Words
The Role of Conversation Context for Sarcasm Detection in Online Interactions

https://github.com/sigmorphon/
Align and Copy: UZH at SIGMORPHON 2017 Shared Task for Morphological Reinflection
CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages
THOMAS: The Hegemonic OSU Morphological Analyzer using Seq2seq

https://github.com/codez266/turnip/blob/master/indicators-
Supervised Methods For Ranking Relations In Web Search

https://github.com/commonsense/conceptnet-
NTU NLP Lab System at SemEval-2018 Task 10: Verifying Semantic Differences by Integrating Distributional Information and Expert Knowledge

https://github.com/peteanderson80/
Re-evaluating Automatic Metrics for Image Captioning

https://github.com/dlt-rilmta/emtsv
One format to rule them all – The emtsv pipeline for Hungarian

https://github.com/lingo-iitgn/
IIT Gandhinagar at SemEval-2019 Task 3: Contextual Emotion Detection Using Deep Learning

https://github.com/pavelsof/ipavec
Phonetic Vector Representations for Sound Sequence Alignment

https://github.com/agrafix/papergrep
A High-Quality Gold Standard for Citation-based Tasks

https://github.com/Yermouth/sunnynlp
SUNNYNLP at SemEval-2018 Task 10: A Support-Vector-Machine-Based Method for Detecting Semantic Difference using Taxonomy and Word Embedding Features

https://github.com/dair-iitd/
Supervised Open Information Extraction
Open Information Extraction from Conjunctive Sentences
Improving Open Information Extraction via Iterative Rank-Aware Learning

https://conala-corpus.github.io/
Reranking for Neural Semantic Parsing

http://twitter.github.com/bootstrap/
Using Finite State Transducers for Making Efficient Reading Comprehension Dictionaries

https://github.com/lium-lst/nmtpy
Word Representations in Factored Neural Machine Translation
LIUM-CVC Submissions for WMT17 Multimodal Translation Task

https://github.com/budzianowski/
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention
ConvLab: Multi-Domain End-to-End Dialog System Platform

https://github.com/Mogby/
MIPT System for World-Level Quality Estimation

https://github.com/ipeirotis/Get-Another-Label
Aggregating and Predicting Sequence Labels from Crowd Annotations

https://github.com/yuvalpinter/Mimick/
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models

http://github.com/clulab/reach
Sieve-based Coreference Resolution in the Biomedical Domain

https://github.com/annefried/telicity
Classification of telicity using cross-linguistic annotation projection

https://github.com/jogloran/cnccgbank
Parsing Chinese with a Generalized Categorial Grammar

http://proycon.github.io/colibri-core/
Studying the Semantic Context of two Dutch Causal Connectives

https://github.com/PrincetonML/SIF/tree/master/data
Gating Mechanisms for Combining Character and Word-level Word Representations: an Empirical Study

http://github.com/wikilinks/neleval
Visual Error Analysis for Entity Linking

https://github.com/ku-nlp/jumanpp
Juman++: A Morphological Analysis Toolkit for Scriptio Continua
Naver Labs Europe’s Systems for the WMT19 Machine Translation Robustness Task

https://github.com/rsennrich/bleualign
First Steps Towards Coverage-Based Sentence Alignment

https://github.com/iwnsew/
Never Abandon Minorities: Exhaustive Extraction of Bursty Phrases on Microblogs Using Set Cover Problem

https://github.com/charlieg/Sparser
Improving the Accessibility of Line Graphs in Multimodal Documents
Towards a Framework for Abstractive Summarization of Multimodal Documents

https://github.com/Sciss/ws4j
On Training Classifiers for Linking Event Templates

https://github.com/logpai/bugrepo
Train One Get One Free: Partially Supervised Neural Network for Bug Report Duplicate Detection and Clustering

https://github.com/luohongyin/PILM
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future

https://github.com/kuhumcst/Anvil-Facetracker
Automatic annotation of head velocity and acceleration in Anvil

https://github.com/virresh/hyperpartisan-
Clark Kent at SemEval-2019 Task 4: Stylometric Insights into Hyperpartisan News Detection

https://github.com/3Top/
Transparent, Efficient, and Robust Word Embedding Access with WOMBAT

https://github.com/wuhuizhe/CHRNN
Transformer-Based Capsule Network For Stock Movement Prediction

https://github.com/roamanalytics/mittens
Mittens: an Extension of GloVe for Learning Domain-Specialized Representations

http://github.com/infinitecold/
FreebaseQA: A New Factoid QA Data Set Matching Trivia-Style Question-Answer Pairs with Freebase

https://github.com/guillaumegenthial/sequence_tagging
De-identifying Free Text of Japanese Dummy Electronic Health Records

https://github.com/nmrksic/counter-fitting/blob/master/word_vectors/paragram.txt
Encoding Sentiment Information into Word Vectors for Sentiment Analysis

https://github.com/oadams/latticetm
Learning a Lexicon and Translation Model from Phoneme Lattices

https://github.com/kawu/vine
A Neural Graph-based Approach to Verbal MWE Identification

https://github.com/allenai/bi-att-flow
Semi-supervised Training Data Generation for Multilingual Question Answering
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension
Improving the Robustness of Question Answering Systems to Question Paraphrasing

https://github.com/iesl/
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions

https://github.com/clic-lab/blocks
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning

https://github.com/lvapeab/nmt-keras/
Low-Resource Machine Transliteration Using Recurrent Neural Networks of Asian Languages
Improving the neural network-based machine transliteration for low-resourced language pair

https://github.com/yahoo
The Cohort and Speechify Libraries for Rapid Construction of Speech Enabled Applications for Android

https://uhh-lt.github.io/par4sem/
Demonstrating Par4Sem - A Semantic Writing Aid with Adaptive Paraphrasing

https://github.com/HazyResearch/
DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction

https://github.com/jind11/LSTM-PICO-Detection
PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks

https://github.com/SushantKafle/speechtext-wimp-labeler
A Corpus for Modeling Word Importance in Spoken Dialogue Transcripts

https://github.com/philipperemy/financial-news-
Stock Market Prediction with Deep Learning: A Character-based Neural Language Model for Event-based Trading

https://github.com/moses-smt/mosesdecoder/blob/master/
The University of Edinburgh’s Neural MT Systems for WMT17

https://github.com/qinlans/alw3_data
The Discourse of Online Content Moderation: Investigating Polarized User Responses to Changes in Reddit’s Quarantine Policy

http://termsuite.github.io/
Terminology Extraction with Term Variant Detection

https://github.com/MixedEmotions/05
NUIG at EmoInt-2017: BiLSTM and SVR Ensemble to Detect Emotion Intensity

https://github.com/faraday/wikiprep-esa
Text Similarity Estimation Based on Word Embeddings and Matrix Norms for Targeted Marketing

https://github.com/alexandra-chron/
Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning

https://github.com/JaredFern/VecShare
VecShare: A Framework for Sharing Word Representation Vectors

https://github.com/RamboWANG/acl2019
Bayes Test of Precision, Recall, and F1 Measure for Comparison of Two Natural Language Processing Models

https://github.com/scikit-multilearn/scikit-multilearn
NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

https://github.com/acoli-repo/LLODifier/
Universal Morphologies for the Caucasus region

https://github.com/rali-udem/WiRe57
WiRe57 : A Fine-Grained Benchmark for Open Information Extraction

http://eventteam.github.io/
Generating and Interpreting Referring Expressions as Belief State Planning and Plan Recognition

https://github.com/snkim/
A Graph Degeneracy-based Approach to Keyword Extraction
SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications

http://universaldependencies.github.io/docs/u/dep/index
The IPR-cleared Corpus of Contemporary Written and Spoken Romanian Language

https://github.com/yezhejack/SentiNet
Encoding Sentiment Information into Word Vectors for Sentiment Analysis

https://github.com/t-davidson/hate-s
A Hierarchically-Labeled Portuguese Hate Speech Dataset

http://noisy-text.github.io/files/
Shared Tasks of the 2015 Workshop on Noisy User-generated Text: Twitter Lexical Normalization and Named Entity Recognition

https://github.com/kathaa/kathaa
Kathaa: A Visual Programming Framework for NLP Applications

http://github.com/ufal/auto-hume/tree/rudolf
Results of the WMT17 Metrics Shared Task

https://github.com/automl/
A Walk-based Model on Entity Graphs for Relation Extraction

https://github.com/ftamburin/
Semgrex-Plus: a Tool for Automatic Dependency-Graph Rewriting

https://github.com/JafferWilson/
LeafNATS: An Open-Source Toolkit and Live Demo System for Neural Abstractive Text Summarization

https://github.com/TimDettmers/ConvE
Duality of Link Prediction and Entailment Graph Induction

https://github.com/sortiz/
TLAXCALA: a multilingual corpus of independent news

https://github.com/libindic/indic-trans
Universal Dependency Parsing for Hindi-English Code-Switching
Uncovering Code-Mixed Challenges: A Framework for Linguistically Driven Question Generation and Neural Based Question Answering
Joining Hands: Exploiting Monolingual Treebanks for Parsing of Code-mixing Data
RiTUAL-UH at TRAC 2018 Shared Task: Aggression Identification
WordNet Gloss Translation for Under-resourced Languages using Multilingual Neural Machine Translation

https://github.com/CoNLL-UD-2018
CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies

https://github.com/jderiu/e2e
Syntactic Manipulation for Generating more Diverse and Interesting Texts

https://github.com/google/cld3
Semantic Enrichment Across Language: A Case Study of Czech Bibliographic Databases

https://github.com/ispras/atr4s/tree/
Evaluating Automatic Term Extraction Methods on Individual Documents

https://github.com/suwangcompling/
Modeling Semantic Plausibility by Injecting World Knowledge

https://github.com/juditacs/langid
A Two-level Classifier for Discriminating Similar Languages

https://github.com/arademaker/
B2SG: a TOEFL-like Task for Portuguese

https://github.com/piskvorky/gensim/
Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents
Sentence Modeling with Gated Recursive Neural Network
An Entity-centric Approach for Overcoming Knowledge Graph Sparsity

http://knowitall.github.io/openie
RePort - Um Sistema de Extração de Informações Aberta para Língua Portuguesa (Report - An Open Information Extraction System for Portuguese Language)
Specifying and Annotating Reduced Argument Span Via QA-SRL
Answering Complex Questions Using Open Information Extraction

https://github.com/cartisan/
Discourse Embellishment Using a Deep Encoder-Decoder Network

https://github.com/tastyminerals/
Rollenwechsel-English: a large-scale semantic role corpus

https://github.com/mieskes/Paranoia/
Preparing Data from Psychotherapy for Natural Language Processing

https://github.com/MLSpeech
Evaluation of Automatic Formant Trackers

https://github.com/aflc/editdistance
Neural Fuzzy Repair: Integrating Fuzzy Matches into Neural Machine Translation

http://proycon.github.io/colibri-core/doc/
Studying the Semantic Context of two Dutch Causal Connectives

https://github.com/cnorthwood/ternip
TIMEN: An Open Temporal Expression Normalisation Resource

https://github.com/weimin17/
CUNY-PKU Parser at SemEval-2019 Task 1: Cross-Lingual Semantic Parsing with UCCA

https://github.com/oshikiri/
Segmentation-Free Word Embedding for Unsegmented Languages
Segmentation-free compositional n-gram embedding-gram embedding

http://mbkromann.github.io/
Spectral Analysis of Information Density in Dialogue Predicts Collaborative Task Performance

https://github.com/lisanka93/individualProject
Assessing Convincingness of Arguments in Online Debates with Limited Number of Features

https://github.com/vatile/CWS-NAACL2019
Improving Cross-Domain Chinese Word Segmentation with Word Embeddings

https://github.com/wuningxi/LexSim
Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity Datasets

http://github.com/senticnet/
ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection

https://github.com/marytts/gradle-marytts-voicebuilding-
Creating New Language and Voice Components for the Updated MaryTTS Text-to-Speech Synthesis Platform

https://github.com/LexTerm/LexTermServer
LexTerm Manager: Design for an Integrated Lexicography and Terminology System

https://github.com/emanjavacas/
Automated learning of templates for data-to-text generation: comparing rule-based, statistical and neural methods

https://github.com/thunlp/
Unsupervised Learning of Distributional Relation Vectors

https://github.com/lzhang10/maxent
Geolocation Prediction in Social Media Data by Finding Location Indicative Words
The DCU Discourse Parser for Connective, Argument Identification and Explicit Sense Classification
NAIST at the HOO 2012 Shared Task
Well-Formed Dependency to String translation with BTG Grammar
Semantic Frame Labeling with Target-based Neural Model
The Effect of Learner Corpus Size in Grammatical Error Correction of ESL Writings

https://github.com/hllorens/timeml-normalizer
SemEval-2015 Task 5: QA TempEval - Evaluating Temporal Information Understanding with Question Answering

https://github.com/webis-de/wat
WAT-SL: A Customizable Web Annotation Tool for Segment Labeling
Continuous Quality Control and Advanced Text Segment Annotation with WAT-SL 2.0

https://github.com/oaqa/resources
How Would You Say It? Eliciting Lexically Diverse Dialogue for Supervised Semantic Parsing

https://github.com/christos-c/bmmm
Labeled Grammar Induction with Minimal Supervision

https://github.com/davidjurgens/crown
SemEval-2016 Task 14: Semantic Taxonomy Enrichment
Reserating the awesometastic: An automatic extension of the WordNet taxonomy for novel terms

https://github.com/nishkalavallabhi/
A study of N-gram and Embedding Representations for Native Language Identification
On Understanding the Relation between Expert Annotations of Text Readability and Target Reader Comprehension

https://github.com/chenyangh/SemEval2019Task3
ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT

https://github.com/vdurmont/emoji-java
A Characterization Study of Arabic Twitter Data with a Benchmarking for State-of-the-Art Opinion Mining Models

https://github.com/elikip/htparser
Multi-Model and Crosslingual Dependency Analysis
Increasing Return on Annotation Investment: The Automatic Construction of a Universal Dependency Treebank for Dutch

https://github.com/mila-udem/blocks
Neural Sequence-to-sequence Learning of Internal Word Structure
What Makes Word-level Neural Machine Translation Hard: A Case Study on English-German Translation

https://github.com/jcanny/BIDParse
A Multi-Teraflop Constituency Parser using GPUs

https://github.com/miso-belica/sumy
Bridging the gap between extractive and abstractive summaries: Creation and evaluation of coherent extracts from heterogeneous sources
Optimizing an Approximation of ROUGE - a Problem-Reduction Approach to Extractive Multi-Document Summarization
Learning to Summarize Radiology Findings
A General Optimization Framework for Multi-Document Summarization Using Genetic Algorithms and Swarm Intelligence
Using Rhetorical Topics for Automatic Summarization
Joint Optimization of User-desired Content in Multi-document Summaries by Learning from User Feedback
Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization
The Next Step for Multi-Document Summarization: A Heterogeneous Multi-Genre Corpus Built with a Novel Construction Approach
A Modular Tool for Automatic Summarization
This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation

https://github.com/biomedical-translation-
Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task

https://github.com/jiyfeng/DPLP
Neural Discourse Structure for Text Categorization
Representation Learning for Text-level Discourse Parsing
Better Document-level Sentiment Analysis from RST Discourse Parsing
Multi-view and multi-task training of RST discourse parsers
From News to Medical: Cross-domain Discourse Segmentation

https://github.com/zcyang/imageqa-san
Human Attention in Visual Question Answering: Do Humans and Deep Networks look at the same regions?

https://github.com/ChantalvanSon/CorpusComparison
Resource Interoperability for Sustainable Benchmarking: The Case of Events

https://github.com/kathaa/hindi-urdu-modules
Kathaa : NLP Systems as Edge-Labeled Directed Acyclic MultiGraphs

https://github.com/harsh19/SPINE
Word2Sense: Sparse Interpretable Word Embeddings

https://github.com/awslabs/sockeye/tree/
Learning Distributional Token Representations from Visual Features

https://github.com/FlorianPusse/
LingoTurk: managing crowdsourced tasks for psycholinguistics
Verb-Second Effect on Quantifier Scope Interpretation

https://github.com/anonymize/slavic-ner
Multilingual Named Entity Recognition Using Pretrained Embeddings, Attention Mechanism and NCRF

https://github.com/RichardeJiang/racode
Identifying Emergent Research Trends by Key Authors and Phrases

https://github.com/aboSamoor/polyglot
GTCOM Neural Machine Translation Systems for WMT19
Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task

https://github.com/zalandoresearch/zap
ZAP: An Open-Source Multilingual Annotation Projection Framework

https://github.com/LiCo-TREiL/Computational-Ungrammaticality
RNN Simulations of Grammaticality Judgments on Long-distance Dependencies

http://scribeproject.github.io/
Annotating similes in literary texts

https://github.com/rajarshd/Gaussian
Neural Sparse Topical Coding
A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings
Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs
Generative Topic Embedding: a Continuous Representation of Documents
Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors

https://github.com/alvations/sacremoses
Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models

https://github.com/Grayming/
Learning How to Actively Learn: A Deep Imitation Learning Approach

https://www.github.com/felipebravom/
Seernet at EmoInt-2017: Tweet Emotion Intensity Estimator

http://github.com/savac/timeline
Timeline extraction using distant supervision and joint inference

https://github.com/lcampillos/bionlp2019
First Steps towards Building a Medical Lexicon for Spanish with Linguistic and Semantic Information

https://github.com/bplank/multilingualtokenizer
When Simple n-gram Models Outperform Syntactic Approaches: Discriminating between Dutch and Flemish

https://rloganiv.github.io/linked-wikitext-2
Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling

https://github.com/DanielCoutoVale/TranslogToolset
Automatic Recognition of Linguistic Replacements in Text Series Generated from Keystroke Logs

https://github.com/cindyxinyiwang/SDE
The University of Maryland’s Kazakh-English Neural Machine Translation System at WMT19

http://github.com/tensorflow/tensorflow
HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate Semantic Textual Similarity

https://github.com/dungdx34/vtner
Effectiveness of Character Language Model for Vietnamese Named Entity Recognition

http://github.com/tensorflow/
Contextualized Word Representations for Reading Comprehension

https://github.com/Gorov/LowRankFCM
Embedding Lexical Features via Low-Rank Tensors

https://github.com/jourlin/FELTS
Building Evaluation Datasets for Cultural Microblog Retrieval

https://github.com/paarthneekhara/byteNet-tensorflow
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++

https://github.com/lex4all/lex4all
Short-Term Projects, Long-Term Benefits: Four Student NLP Projects for Low-Resource Languages

https://github.com/daiquocnguyen/
Sequence to Sequence Learning for Event Prediction

https://github.com/clab/lstm-
Greedy Transition-Based Dependency Parsing with Stack LSTMs
Effective Online Reordering with Arc-Eager Transitions

https://github.com/osmanbaskaya/
AI-KU: Using Co-Occurrence Modeling for Semantic Similarity

https://github.com/mengf1/trpos
Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary

https://github.com/oaqa/baseqa/
Learning to Answer Biomedical Questions: OAQA at BioASQ 4B

https://github.com/kpu/kenlm
Correcting Chinese Word Usage Errors for Learning Chinese as a Second Language
MUSST: A Multilingual Syntactic Simplification Tool
Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation
SuperOCR for ALTA 2017 Shared Task
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling
Extracting In-domain Training Corpora for Neural Machine Translation Using Data Selection Methods
TencentFmRD Neural Machine Translation for WMT18
Joint Approach to Deromanization of Code-mixed Texts
The BLCU System in the BEA 2019 Shared Task
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation
Team JUST at the MADAR Shared Task on Arabic Fine-Grained Dialect Identification
Saagie at Semeval-2019 Task 5: From Universal Text Embeddings and Classical Features to Domain-specific Text Classification
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring

https://github.com/shuoyangd/nmt4clsp
The JHU Machine Translation Systems for WMT 2017

https://github.com/ohamed/ar-lrts
The Role of Diacritics in Increasing the Difficulty of Arabic Lexical Recognition Tests

https://github.com/hazemAmir/
A Multi-Domain Framework for Textual Similarity. A Case Study on Question-to-Question and Question-Answering Similarity Tasks

https://github.com/marian-nmt/marian
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++
The AMU-UEdin Submission to the WMT 2017 Shared Task on Automatic Post-Editing
An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing
CUNI submission in WMT17: Chimera goes neural
Findings of the 2017 Conference on Machine Translation (WMT17)
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task

https://github.com/deep-spin/entmax
Sparse Sequence-to-Sequence Models

https://github.com/altoxml/documentation/wiki/v2.1-Changes
An Open Corpus for Named Entity Recognition in Historic Newspapers

https://github.com/vmujadia/MentionIdentifier
Coreference Annotation Scheme and Relation Types for Hindi

https://pyfst.github.io/
Syntactically Guided Neural Machine Translation

https://github.com/iesl/diora
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders

https://github.com/openlink/virtuoso-opensource
Question Answering over Linked Data Using First-order Logic

https://github.com/Deep1994/An-Ensemble-
YNU_Deep at SemEval-2018 Task 11: An Ensemble of Attention-based BiLSTM Models for Machine Comprehension

http://github.com/facebookresearch/fastText/
UDPipe 2.0 Prototype at CoNLL 2018 UD Shared Task

https://github.com/malihealikhani/Captions
“Caption” as a Coherence Relation: Evidence and Implications

https://github.com/PrekshaNema25/
Towards a Better Metric for Evaluating Question Generation Systems
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization

https://facebook.github.io/react/
ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media

https://github.com/rex911/usrloc
Estimating User Location in Social Media with Stacked Denoising Auto-encoders

https://github.com/PolMine/
The GermaParl Corpus of Parliamentary Protocols

https://github.com/dievalhu/
ADoCS: Automatic Designer of Conference Schedules

https://github.com/tuzhaopeng/nmt
Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism

https://github.com/wroberts/
Annotation and Automatic Classification of Aspectual Categories

http://noisy-text.github.io/2017/
Fine-tuning for Named Entity Recognition Using Part-of-Speech Tagging

https://github.com/amigcamel/Jseg
Public Opinion Toward CSSTA: A Text Mining Approach
International Journal of Computational Linguistics & Chinese Language Processing, Volume 19, Number 4, December 2014 - Special Issue on Selected Papers from ROCLING XXVI

https://github.com/neds/wsd_persian/
Standard Test Collection for English-Persian Cross-Lingual Word Sense Disambiguation

https://stanfordnlp.github.io/CoreNLP/
Ant Colony System for Multi-Document Summarization
A Linguistically-Informed Search Engine to Identifiy Reading Material for Functional Illiteracy Classes
Simple and Effective Semi-Supervised Question Answering
A Retrospective Analysis of the Fake News Challenge Stance-Detection Task
One vs. Many QA Matching with both Word-level and Sentence-level Attention Network
Frustrated, Polite, or Formal: Quantifying Feelings and Tone in Email
A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification
SyntNN at SemEval-2018 Task 2: is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons
Probabilistic Verb Selection for Data-to-Text Generation
EmotionX-AR: CNN-DCNN autoencoder based Emotion Classifier
Jiangnan at SemEval-2018 Task 11: Deep Neural Network with Attention Method for Machine Comprehension Task
Parallel Corpora for the Biomedical Domain
DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features
ECNU at SemEval-2018 Task 11: Using Deep Learning Method to Address Machine Comprehension Task
Multi-Domain Aspect Extraction Using Support Vector Machines
EXPR at SemEval-2018 Task 9: A Combined Approach for Hypernym Discovery
Time Expressions in Mental Health Records for Symptom Onset Extraction
IJCNLP-2017 Task 5: Multi-choice Question Answering in Examinations
Building an Ellipsis-aware Chinese Dependency Treebank for Web Text
Word Sense Disambiguation with Recurrent Neural Networks
Transition-based Neural RST Parsing with Implicit Syntax Features
Streaming word similarity mining on the cheap
Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns
DANGNT@UIT.VNU-HCM at SemEval 2019 Task 1: Graph Transformation System from Stanford Basic Dependencies to Universal Conceptual Cognitive Annotation (UCCA)
SWAP at SemEval-2019 Task 3: Emotion detection in conversations through Tweets, CNN and LSTM deep neural networks
BLCU_NLP at SemEval-2019 Task 7: An Inference Chain-based GPT Model for Rumour Evaluation
Incorporating Context and External Knowledge for Pronoun Coreference Resolution
Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling
Knowledge-aware Pronoun Coreference Resolution

https://github.com/qw52025804/Obituary.git
Extracting Kinship from Obituary to Enhance Electronic Health Records for Genetic Research

https://github.com/hassyGo/
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks
Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings

https://github.com/awslabs/sockeye/
Accurate semantic textual similarity for cleaning noisy parallel corpora using semantic machine translation evaluation metric: The NRC supervised submissions to the Parallel Corpus Filtering task
The Sockeye Neural Machine Translation Toolkit at AMTA 2018
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition
A Call for Clarity in Reporting BLEU Scores
The RWTH Aachen University Supervised Machine Translation Systems for WMT 2018
Alibaba’s Neural Machine Translation Systems for WMT18
A Study of Reinforcement Learning for Neural Machine Translation
Marian: Cost-effective High-Quality Neural Machine Translation in C++
Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting
Comparing Pipelined and Integrated Approaches to Dialectal Arabic Neural Machine Translation

https://github.com/gnosygnu/xowa
WIKIPARQ: A Tabulated Wikipedia Resource Using the Parquet Format

https://github.com/thunlp/THULAC-Python
VCWE: Visual Character-Enhanced Word Embeddings

https://github.com/tedunderwood/
The Historical Significance of Textual Distances

http://vukbatanovic.github.io/SerbMR/
Reliable Baselines for Sentiment Analysis in Resource-Limited Languages: The Serbian Movie Review Dataset

https://repeval2017.github.io/shared/
Baselines and Test Data for Cross-Lingual Inference

https://github.com/jvking/reddit-RL-
Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads

https://github.com/arnsholt/law7-annotation
Influence of preprocessing on dependency syntax annotation: speed and agreement

https://github.com/ajinkyakulkarni14/
A Continuous Improvement Framework of Machine Translation for Shipibo-Konibo

https://github.com/tmu-nlp/paraphrase-corpus
Building a Non-Trivial Paraphrase Corpus Using Multiple Machine Translation Systems

http://www.github.com/neubig/lamtram
Correcting Length Bias in Neural Machine Translation
Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion
Lexicons and Minimum Risk Training for Neural Machine Translation: NAIST-CMU at WAT2016
Kyoto-NMT: a Neural Machine Translation implementation in Chainer
Neural Lattice-to-Sequence Models for Uncertain Inputs
Stronger Baselines for Trustable Results in Neural Machine Translation
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation
A Syntactic Neural Model for General-Purpose Code Generation

http://hltcoe.github.io/concrete
CADET: Computer Assisted Discovery Extraction and Translation

https://github.com/PennNLP/SLURP
Collaborative Exploration in Human-Robot Teams: What’s in their Corpora of Dialog, Video, & LIDAR Messages?

https://github.com/flammie/omorfi
FiST – towards a free Semantic Tagger of modern standard Finnish
Tagging Named Entities in 19th Century and Modern Finnish Newspaper Material with a Finnish Semantic Tagger
Using Morphological Knowledge in Open-Vocabulary Neural Language Models
Apertium-fin-eng–Rule-based Shallow Machine Translation for WMT 2019 Shared Task

https://github.com/igorbrigadir/
Stop Word Lists in Free Open-source Software Packages

https://github.com/vene/marseille
Argument Mining with Structured SVMs and RNNs

https://github.com/svenvdbeukel/Short-text-
Homonym Detection For Humor Recognition In Short Text

https://github.com/OpenNMT/OpenNMT-
Collecting domain specific data for MT: an evaluation of the ParaCrawlpipeline

http://github.com/jimmycallin/
Part-of-Speech Driven Cross-Lingual Pronoun Prediction with Feed-Forward Neural Networks

https://github.com/snipsco/nlu-benchmark/
Zero-shot User Intent Detection via Capsule Neural Networks

https://github.com/rohitguptacs/ReVal
ReVal: A Simple and Effective Machine Translation Evaluation Metric Based on Recurrent Neural Networks
Machine Translation Evaluation using Recurrent Neural Networks
Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations
RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation Evaluation

https://github.com/xingniu/multitask-ft-fsmt
Multi-Task Neural Models for Translating Between Styles Within and Across Languages

https://github.com/tensorflow/
Accelerating NMT Batched Beam Decoding with LMBR Posteriors for Deployment
Generating Paraphrases from DBPedia using Deep Learning
The NiuTrans Machine Translation System for WMT18
NTT’s Neural Machine Translation Systems for WMT 2018
Sanskrit Word Segmentation Using Character-level Recurrent and Convolutional Neural Networks
Improving Neural Conversational Models with Entropy-Based Data Filtering
The NiuTrans Machine Translation Systems for WMT19
UdS Submission for the WMT 19 Automatic Post-Editing Task
Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation
VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions
NICT’s Participation in WAT 2018: Approaches Using Multilingualism and Recurrently Stacked Layers
Learning Deep Transformer Models for Machine Translation
NICT’s Supervised Neural Machine Translation Systems for the WMT19 Translation Robustness Task
Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation
Generating Summaries with Topic Templates and Structured Convolutional Decoders
Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts
Distilling Translations with Visual Awareness
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks
Towards Automatic Generation of Shareable Synthetic Clinical Notes Using Neural Language Models
NICT’s Supervised Neural Machine Translation Systems for the WMT19 News Translation Task
CUNI Submission for Low-Resource Languages in WMT News 2019

https://github.com/esantus
EVALution 1.0: an Evolving Semantic Dataset for Training and Evaluation of Distributional Semantic Models

https://github.com/Andy-jqa/
Probing Biomedical Embeddings from Language Models

https://github.com/verypluming/MED
Can Neural Networks Understand Monotonicity Reasoning?

https://github.com/mpsilfve/morphnet
Data-Driven Morphological Analysis for Uralic Languages

https://github.com/facebookresearch/UnsupervisedMT
Phrase-based Unsupervised Machine Translation with Compositional Phrase Embeddings
Generalized Data Augmentation for Low-Resource Translation

https://github.com/SPOClab-ca/COVFEFE
Learning multiview embeddings for assessing dementia
Detecting dementia in Mandarin Chinese using transfer learning from a parallel corpus

https://github.com/norrissoftware/words3
Location Name Extraction from Targeted Text Streams using Gazetteer-based Statistical Language Models

https://github.com/aptnotes/
TeamDL at SemEval-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields
Predicting Malware Attributes from Cybersecurity Texts

https://github.com/TeamCohen/
Análise de Medidas de Similaridade Semântica na Tarefa de Reconhecimento de Implicação Textual (Analysis of Semantic Similarity Measures in the Recognition of Textual Entailment Task)[In Portuguese]

https://github.com/ai-ku/upos_2014
Unsupervised Instance-Based Part of Speech Induction Using Probable Substitutes

https://github.com/matecat/MateCat
MICE

https://github.com/mjlaali/
Improving Discourse Relation Projection to Build Discourse Annotated Corpora

https://github.com/isi-nlp/ZophRNN
Towards Neural Machine Translation with Partially Aligned Corpora
Exploiting Pre-Ordering for Neural Machine Translation

https://github.com/neulab/
Extreme Adaptation for Personalized Neural Machine Translation
Beyond BLEU:Training Neural Machine Translation with Semantic Similarity

https://github.com/Jung-wei/ClinicalWhyQA
Annotating and Characterizing Clinical Sentences with Explicit Why-QA Cues

http://tiarno.github.io/plastex/
Extracting Interlinear Glossed Text from LaTeX Documents

https://github.com/abhyudaynj/LSTM-CRF-
Structured prediction models for RNN based sequence labeling in clinical text

https://unimorph.github.io/doc/
CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology

https://github.com/frankier/babelnet-lookup
A Contrastive Evaluation of Word Sense Disambiguation Systems for Finnish

https://github.com/himanshudce/
Neural Machine Translation for English-Tamil

https://github.com/JohnLangford/vowpal
NLANGP: Supervised Machine Learning System for Aspect Category Classification and Opinion Target Extraction
NLANGP at SemEval-2016 Task 5: Improving Aspect Based Sentiment Analysis using Neural Network Features
HGSGNLP at IEST 2018: An Ensemble of Machine Learning and Deep Neural Architectures for Implicit Emotion Classification in Tweets
Addressing Problems across Linguistic Levels in SMT: Combining Approaches to Model Morphology, Syntax and Lexical Choice
A Low-Rank Approximation Approach to Learning Joint Embeddings of News Stories and Images for Timeline Summarization
BUTknot at SemEval-2016 Task 5: Supervised Machine Learning with Term Substitution Approach in Aspect Category Detection
Aggression Detection in Social Media using Deep Neural Networks

https://github.com/tylin/coco-ui
evision PDF of 'Visual Storytelling

https://github.com/zxw866/CFNMT
Towards Compact and Fast Neural Machine Translation Using a Combined Method

https://github.com/apache/
UIMA-Based JCoRe 2.0 Goes GitHub and Maven Central ― State-of-the-Art Software Resource Engineering and Distribution of NLP Pipelines
Abu-MaTran at WMT 2016 Translation Task: Deep Learning, Morphological Segmentation and Tuning on Character Sequences

https://github.com/uclanlp/NamedEntityLanguageModel
Building Language Models for Text with Named Entities

https://github.com/cainesap/sino-nlp
Predicting Author Age from Weibo Microblog Posts

https://github.com/whym/wikihadoop
The Impact of Topic Bias on Quality Flaw Prediction in Wikipedia

https://github.com/ElizavetaKuzmenko/dsm_genres
Exploration of register-dependent lexical semantics using word embeddings

https://github.com/uhh-lt/mangosteen
Improving Hypernymy Extraction with Distributional Semantic Classes

https://github.com/bot-zen/
Using Language Learner Data for Metaphor Detection

http://github.com/own-pt/openWordnet-PT/
Anotação de corpus com a OpenWordNet-PT: um exercício de desambiguação (Sense annotation with OpenWordNet-PT: an exercise of word sense disambiguation)

https://github.com/choko/MT-ComparEval
Tools and Guidelines for Principled Machine Translation Development

https://github.com/aditya-grover/
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors

https://github.com/cservan/METEOR-E/paper
Word2Vec vs DBnary: Augmenting METEOR using Vector Representations or Lexical Resources?

https://github.com/uclanlp/corefBias
Conceptor Debiasing of Word Representations Evaluated on WEAT
The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations

https://github.com/disrpt/
Multi-lingual and Cross-genre Discourse Unit Segmentation

https://successar.github.io/
Attention is not Explanation

https://github.com/xuehuichao/correction_detector
Automatic Extraction of Learner Errors in ESL Sentences Using Linguistically Enhanced Alignments

https://github.com/attardi/wikiextractor/
Building a Monolingual Parallel Corpus for Text Simplification Using Sentence Similarity Based on Alignment between Word Embeddings
WIKIPARQ: A Tabulated Wikipedia Resource Using the Parquet Format
Automatic Labelling of Topics with Neural Embeddings
Complex Word Identification Based on Frequency in a Learner Corpus
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies

https://github.com/dimsum16/
UW-CSE at SemEval-2016 Task 10: Detecting Multiword Expressions and Supersenses using Double-Chained Conditional Random Fields

https://github.com/oaqa/bioasq
Learning to Answer Biomedical Questions: OAQA at BioASQ 4B
Tackling Biomedical Text Summarization: OAQA at BioASQ 5B

https://github.com/madurangasiriwardena/corpus.sinhala.tools
Automatic Creation of a Sentence Aligned Sinhala-Tamil Parallel Corpus

https://github.com/lixin4ever/E2E-TBSA
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification

https://github.com/zseder/webcorpus
Rapid creation of large-scale corpora and frequency dictionaries

https://github.com/HareeshBahuleyan/tf-var-attention
Variational Attention for Sequence-to-Sequence Models

https://github.com/Eric-Wallace/trickme-
Trick Me If You Can: Human-in-the-Loop Generation of Adversarial Examples for Question Answering

https://github.com/hpylieva/FrnnMUTE
RNN Embeddings for Identifying Difficult to Understand Medical Words

http://github.com/uber-research/parallax
Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae

https://github.com/xavi-ai/
Presenting a New Dataset for the Timeline Generation Problem

https://github.com/cidles/poio-api
The Alaskan Athabascan Grammar Database

http://boudinfl.github.io/GOLEM/
Concept-based Summarization using Integer Linear Programming: From Concept Pruning to Multiple Optimal Solutions
TermITH-Eval: a French Standard-Based Resource for Keyphrase Extraction Evaluation
Reducing Over-generation Errors for Automatic Keyphrase Extraction using Integer Linear Programming

https://ntunlpsg.github.io/project/coherence/n-coh-acl17
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach

https://github.com/ucasir/TDNN4AES
TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring

https://github.com/arthurxlw/cytonNss
Online Sentence Segmentation for Simultaneous Interpretation using Multi-Shifted Recurrent Neural Network

https://github.com/soujanyaporia/multimodal-
Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing

https://github.com/snapbug/
Questionable Answers in Question Answering Research: Reproducibility and Variability of Published Results

https://github.com/Babylonpartners/
Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation
Analogies in Complex Verb Meaning Shifts: the Effect of Affect in Semantic Similarity Models
Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings
Correlation Coefficients and Semantic Textual Similarity
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections

https://sheng-z.github.io/ReCoRD-explorer/
Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension

https://github.com/naver/biobert-pretrained
NCUEE at MEDIQA 2019: Medical Text Inference Using Ensemble BERT-BiLSTM-Attention Model
DUT-NLP at MEDIQA 2019: An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering

https://github.com/mlforcada/Appraise
Exploring gap filling as a cheaper alternative to reading comprehension questionnaires when evaluating machine translation for gisting

http://github.com/chikiulo/YiSi
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/Eric-Wallace/deep-knn
Interpreting Neural Networks with Nearest Neighbors

https://dkpro.github.io/dkpro-csniper
In-tool Learning for Selective Manual Annotation in Large Corpora

https://stanfordmlgroup.github.io/
A Survey on Biomedical Image Captioning

https://github.com/dhwajraj/
Domain Adaptation for Disease Phrase Matching with Adversarial Networks

https://github.com/JohnLangford/vowpal_wabbit/wiki
Cross-lingual Coreference Resolution of Pronouns
Multi-Domain Aspect Extraction Using Support Vector Machines

https://github.com/LeonCrashCode/
Encoder-Decoder Shift-Reduce Syntactic Parsing
In-Order Transition-based Constituent Parsing
Attention Modeling for Targeted Sentiment
Discourse Representation Parsing for Sentences and Documents

http://github.com/fnet-coling/ner-zero/tree/master/label_embedding
Label Embedding for Zero-shot Fine-grained Named Entity Typing

https://github.com/HadoopIt/rnn-nlu
Modeling with Recurrent Neural Networks for Open Vocabulary Slots

https://github.com/zzcoolj/corpus2graph
Efficient Generation and Processing of Word Co-occurrence Networks Using corpus2graph

http://valeriobasile.github.io/twita/about.html
The Potential of the Computational Linguistic Analysis of Social Media for Population Studies

http://nlesc.github.io/BiographyNet/
Storyteller: Visual Analytics of Perspectives on Rich Text Interpretations

https://github.com/code4conference/Data
A Language Model based Evaluator for Sentence Compression

https://github.com/adapt-sjtu/AMTTL
Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text

https://github.com/kelvinguu/lang2program
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood

https://github.com/malllabiisc/pra-oda
Knowledge Base Inference using Bridging Entities

https://github.com/LUMII-AILab/FullStack
Creation of a Balanced State-of-the-Art Multilayer Corpus for NLU

https://github.com/yao8839836/COT/
Topical Coherence in LDA-based Models through Induced Segmentation

https://github.com/bigoooh/adi
Character Level Convolutional Neural Network for Arabic Dialect Identification

https://github.com/jungyeul/rqa
Data Anonymization for Requirements Quality Analysis: a Reproducible Automatic Error Detection Task

https://github.com/sravanareddy/rhymediscovery
Supervised Rhyme Detection with Siamese Recurrent Networks

https://github.com/shashiongithub/Rainbow-Parser
Local String Transduction as Sequence Labeling

https://ibm.github.io/dstc7-noesis/
DSTC7 Task 1: Noetic End-to-End Response Selection

https://github.com/clips/vardial-dfs
Exploring Classifier Combinations for Language Variety Identification

https://github.com/kzhai/InfVocLDA
Real-time Change Point Detection using On-line Topic Models

https://github.com/dreasysnail/textCNN
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification

https://github.com/sb1992/NETL-Automatic-Topic-Labelling-
Automatic Labelling of Topics with Neural Embeddings

https://github.com/Qatar-Computing-
How do Humans Evaluate Machine Translation

https://github.com/google-research-datasets/coarse-discourse
Integrating Tree Structures and Graph Structures with Neural Networks to Classify Discussion Discourse Acts

https://github.com/bdproto
BDPROTO: A Database of Phonological Inventories from Ancient and Reconstructed Languages

https://universaldependencies.github.io/
A Large-Scale Multilingual Disambiguation of Glosses

https://github.com/BLLIP/
Diversity in Spectral Learning for Natural Language Parsing
Optimizing Spectral Learning for Parsing

https://github.com/dalab/deep-ed
Improving Entity Linking by Modeling Latent Relations between Mentions

https://github.com/masashi-y/
Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation

https://github.com/mlukasik/
Hawkes Processes for Continuous Time Sequence Classification: an Application to Rumour Stance Classification in Twitter

https://github.com/idiap/Attentive_
Self-Attentive Residual Decoder for Neural Machine Translation

https://github.com/blueshen/ik-analyzer
Building Monolingual Word Alignment Corpus for the Greater China Region

https://github.com/clab/sp2016
Adversarial Generation of Natural Language
Generating Text through Adversarial Training Using Skip-Thought Vectors
Generative Adversarial Networks for Text Using Word2vec Intermediaries

https://github.com/proycon/semeval2014task5
SemEval 2014 Task 5 - L2 Writing Assistant

https://github.com/gchrupala/morfette
Context Sensitive Lemmatization Using Two Successive Bidirectional Gated Recurrent Networks
A Maximum Entropy Classifier for Cross-Lingual Pronoun Prediction

https://github.com/explosion/spaCy
evision PDF of 'Content Selection in Deep Learning Models of Summarization
MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network
Treat the system like a human student: Automatic naturalness evaluation of generated text without reference texts
Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension
Natural Language Input for In-Car Spoken Dialog Systems: How Natural is Natural?
Determining Event Durations: Models and Error Analysis
Network Visualisations for Exploring Political Concepts
Training Classifiers with Natural Language Explanations
Towards an Automatic Assessment of Crowdsourced Data for NLU
REflex: Flexible Framework for Relation Extraction in Multiple Domains
(Almost) Unsupervised Grammatical Error Correction using Synthetic Comparable Corpus
DEMN: Distilled-Exposition Enhanced Matching Network for Story Comprehension

http://github.com/NehaNayak/veceval
SWOW-8500: Word Association task for Intrinsic Evaluation of Word Embeddings

https://github.com/amunmt/amunmt/
Multi-source Neural Automatic Post-Editing: FBK’s participation in the WMT 2017 APE shared task

https://github.com/YerevaNN/SciERC/
BioRelEx 1.0: Biological Relation Extraction Benchmark

https://github.com/hunspell/hyphen
Syllables for Sentence Classification in Morphologically Rich Languages

https://github.com/pytorch/pytorch
MONPA: Multi-objective Named-entity and Part-of-speech Annotator for Chinese using Recurrent Neural Network
Video Highlight Prediction Using Audience Chat Reactions
Chinese Pinyin Aided IME, Input What You Have Not Keystroked Yet
Explainable Prediction of Medical Codes from Clinical Text
Clinical Concept Extraction for Document-Level Coding

https://github.com/titipata/pubmed_
Findings of the WMT 2019 Biomedical Translation Shared Task: Evaluation for MEDLINE Abstracts and Biomedical Terminologies

http://github.com/boudinfl/taln-archives
A Multilingual, Multi-style and Multi-granularity Dataset for Cross-language Textual Similarity Detection

https://github.com/isl-mt/NMTGMinor
The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2018

https://github.com/UKPLab/mdswriter
MDSWriter: Annotation Tool for Creating High-Quality Multi-Document Summarization Corpora

https://gist.github.com/
Neural Argument Generation Augmented with Externally Retrieved Evidence

https://github.com/blei-lab/onlineldavb
Semantics and Homothetic Clustering of Hafez Poetry

https://github.com/buriy/
Learning to Link Grammar and Encyclopedic Information of Assist ESL Learners

https://github.com/signbank
Signbank: Software to Support Web Based Dictionaries of Sign Language

https://github.com/medesto/systems-adaptation
Time Expressions in Mental Health Records for Symptom Onset Extraction

https://github.com/Z3Prover/z3
AiFu at SemEval-2019 Task 10: A Symbolic and Sub-symbolic Integrated System for SAT Math Question Answering

https://github.com/omidrohanian/
Using Gaze Data to Predict Multiword Expressions
WLV at SemEval-2018 Task 3: Dissecting Tweets in Search of Irony

https://github.com/jflanigan/jamr
Boosting Transition-based AMR Parsing with Refined Actions and Auxiliary Analyzers
An Incremental Parser for Abstract Meaning Representation
Semantic Neural Machine Translation Using AMR
Semantic Structure Analysis of Noun Phrases using Abstract Meaning Representation
L2F/INESC-ID at SemEval-2017 Tasks 1 and 2: Lexical and semantic features in word and textual similarity
Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation
SemEval-2017 Task 9: Abstract Meaning Representation Parsing and Generation
Abstract Meaning Representation for Human-Robot Dialogue
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning
SemBleu: A Robust Metric for AMR Parsing Evaluation
Augmenting Abstract Meaning Representation for Human-Robot Dialogue

https://github.com/yohasebe/wp2txt
Learning to Distinguish Hypernyms and Co-Hyponyms
UNBNLP at SemEval-2016 Task 1: Semantic Textual Similarity: A Unified Framework for Semantic Processing and Evaluation
Do Character-Level Neural Network Language Models Capture Knowledge of Multiword Expression Compositionality?
Analyzing Semantic Change in Japanese Loanwords
A Word Embedding Approach to Identifying Verb-Noun Idiomatic Combinations

https://github.com/cpettitt/dagre-d3
Two Practical Rhetorical Structure Theory Parsers

https://github.com/khoaipx/Vietnamese-Spoonerism
Building a Spoonerism Detection System for Vietnamese

https://github.com/yago-naga/aida
Combining Open Source Annotators for Entity Linking through Weighted Voting
SemLinker, a Modular and Open Source Framework for Named Entity Discovery and Linking

http://github.com/dreamszl/dtopwords
Domain-Specific New Words Detection in Chinese

https://github.com/andersjo/pyrouge
Global Optimization under Length Constraint for Neural Text Summarization

https://github.com/SouhirG/SAPA
Arabic-English Text Translation Leveraging Hybrid NER

https://github.com/vikas95/AHE
Alignment over Heterogeneous Embeddings for Question Answering

https://github.com/gerardBriones/twitter-sentiment-
VCU-TSA at Semeval-2016 Task 4: Sentiment Analysis in Twitter

https://github.com/geek-ai/Texygen
Jointly Measuring Diversity and Quality in Text Generation Models

https://github.com/bplank/
Joint part-of-speech and dependency projection from multiple sources
When is multitask learning effective? Semantic sequence prediction under varying data conditions
Multilingual Projection for Parsing Truly Low-Resource Languages
All-In-1 at IJCNLP-2017 Task 4: Short Text Classification with One Model for All Languages
Strong Baselines for Neural Semi-Supervised Learning under Domain Shift

https://github.com/HongyuGong/Document-Similarity-via-Hidden-Topics
Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical Applications

https://github.com/kevinduh/
Curriculum Learning for Domain Adaptation in Neural Machine Translation
Comparing Pipelined and Integrated Approaches to Dialectal Arabic Neural Machine Translation

https://github.com/YerevaNN/JointUD/
Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks

http://rug-compling.github.io/dact/
Going Dutch: Creating SimpleNLG-NL

https://github.com/jacobeisenstein/
Measuring and Modeling Language Change

https://github.com/CorCenCC
Leveraging Pre-Trained Embeddings for Welsh Taggers

https://github.com/taku910/crfpp
NLP Web Services for Resource-Scarce Languages

https://github.com/Tixierae/EMNLP2017_NewSum
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization

https://github.com/clab/dynet/tree/v1.1
Context Models for OOV Word Translation in Low-Resource Languages

https://github.com/Impavidity/samCNN
Simple Attention-Based Representation Learning for Ranking Short Social Media Posts

https://github.com/3Top/word2vec-api
Towards Lexical Chains for Knowledge-Graph-based Word Embeddings
Towards Deep Learning in Hindi NER: An approach to tackle the Labelled Data Sparsity
ASU: An Experimental Study on Applying Deep Learning in Twitter Named Entity Recognition.

https://github.com/sbatsakis/TemporalRepresentations
Tools and Instruments for Building and Querying Diachronic Computational Lexica
Situating Word Senses in their Historical Context with Linked Data

https://github.com/cambridgeltl/RepEval-2016
Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP)

http://maximromanov.github.io
Shamela: A Large-Scale Historical Arabic Corpus

https://github.com/c-amr/camr
An Incremental Parser for Abstract Meaning Representation
SemEval-2017 Task 9: Abstract Meaning Representation Parsing and Generation
Abstract Meaning Representation for Human-Robot Dialogue
Parsing Meaning Representations: Is Easier Always Better?
SemBleu: A Robust Metric for AMR Parsing Evaluation
Augmenting Abstract Meaning Representation for Human-Robot Dialogue

https://github.com/mikahama/syntaxmaker
Development of an Open Source Natural Language Generation Tool for Finnish

https://github.com/ozanarkancan/char-ner
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models
CharNER: Character-Level Named Entity Recognition

https://github.com/domluna/memn2n
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds
Think Visually: Question Answering through Virtual Imagery

https://github.com/aikuma
Collecting Bilingual Audio in Remote Indigenous Communities

https://github.com/winterstein/HaikuGen
X575: Writing rengas with web services

https://github.com/kbatsuren/wiktra
CogNet: A Large-Scale Cognate Database

https://github.com/harvardnlp/compound-pcfg
Compound Probabilistic Context-Free Grammars for Grammar Induction

https://pages.github.com/
Web-Based Recording and Visualization Framework for Moving Trajectories [In Chinese]

https://github.com/uhh-lt/Taxonomy_
Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings

https://github.com/gerardobort/node-corenlp
NLATool: an Application for Enhanced Deep Text Understanding

https://github.com/elliottd/
Re-evaluating Automatic Metrics for Image Captioning

https://github.com/thunlp/Fast-TransX
OpenKE: An Open Toolkit for Knowledge Embedding
Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering

https://github.com/bazingagin/chengyu
Chengyu Cloze Test

https://github.com/CPF-NLPR/AT4ChineseNER
Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism

https://github.com/ray1007/GWE
Learning Chinese Word Representations From Glyphs Of Characters

https://github.com/ciads-ut/transfer-learning-ner
Transfer Learning for Entity Recognition of Novel Classes

http://github.com/npow/ubottu
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems

https://github.com/kevalmorabia97/pyTweetCleaner
SEDTWik: Segmentation-based Event Detection from Tweets Using Wikipedia

https://github.com/yuliagrishina/corefpro
Bridging resolution: Task definition, corpus resources and rule-based experiments
Towards Bridging Resolution in German: Data Analysis and Rule-based Experiments

http://github.com/miyyer/dan
Deep Unordered Composition Rivals Syntactic Methods for Text Classification

https://github.com/ufal/auto-hume/
CUNI Experiments for WMT17 Metrics Task

https://github.com/fxsjy/jieba/
Content Selection for Real-time Sports News Construction from Commentary Texts
NDMSCS: A Topic-Based Chinese Microblog Polarity Classification System

https://github.com/masha-p/PPRforNED
Personalized Page Rank for Named Entity Disambiguation
Entity Linking with a Paraphrase Flavor
ELDEN: Improved Entity Linking Using Densified Knowledge Graphs

https://github.com/studio-ousia/ntee
Learning Distributed Representations of Texts and Entities from Knowledge Base

http://andreasvlachos.github.io/
Imitation learning for structured prediction in natural language processing

https://github.com/ionmadrazo/Vec2Read
Multiattentive Recurrent Neural Network Architecture for Multilingual Readability Assessment

https://github.com/davidandym/wikilinks-ned
Effective Use of Context in Noisy Entity Linking

https://github.com/HIT-SCIR/ltp/
CMMC-BDRC Solution to the NLP-TEA-2018 Chinese Grammatical Error Diagnosis Task

https://hltcoe.github.io/
A Concrete Chinese NLP Pipeline

http://github.com/saffsd/langid.py
Exploring Methods and Resources for Discriminating Similar Languages

https://github.com/brendano/
Semantic Word Clusters Using Signed Spectral Clustering
Gathering and Generating Paraphrases from Twitter with Application to Normalization
TakeLab at SemEval-2017 Task 6: #RankingHumorIn4Pages
Learning a POS tagger for AAVE-like language

https://github.com/trinker/sentimentr
A Dictionary-Based Comparison of Autobiographies by People and Murderous Monsters

https://github.com/kaharodnik/Ru_idioms
Designing a Russian Idiom-Annotated Corpus

https://github.com/facebookresearch/MUSE/
Learning Unsupervised Word Translations Without Adversaries

https://github.com/midobal/
Demonstration of a Neural Machine Translation System with Online Learning for Translators

https://github.com/ida-szubert/amr
A Structured Syntax-Semantics Interface for English-AMR Alignment

https://github.com/qcri/CLANN
Cross-language Learning with Adversarial Neural Networks

https://github.com/tmallon/morpheus
The Lemlat 3.0 Package for Morphological Analysis of Latin

https://github.com/pkucoli/omg
Parsing Chinese Sentences with Grammatical Relations

https://woollysocks.github.io
Latent Structure Models for Natural Language Processing

https://github.com/NLPrinceton/
A Large Self-Annotated Corpus for Sarcasm

https://github.com/kotfic/i2b2_
Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records

https://github.com/yuchenz/structured
Structured Interpretation of Temporal Relations

https://github.com/mjlaali/CLaCDiscourseParser.git
The CLaC Discourse Parser at CoNLL-2015

https://github.com/Vastlab/liblinear.git
Breaking the Closed World Assumption in Text Classification

https://github.com/cnrpman/procedural-extraction
Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis

https://github.com/codogogo/glen
Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment

https://www.github.com/luyaojie/delta-learning-for-ed
Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning

https://github.com/rafaljozefowicz/lm
Named Entity Recognition with Stack Residual LSTM and Trainable Bias Decoding

https://github.com/raosudha89/
Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information
Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer

https://github.com/franckbrl/
Using Monolingual Data in Neural Machine Translation: a Systematic Study

https://github.com/NLPchina/ansj_seg
PKUSUMSUM : A Java Platform for Multilingual Document Summarization
Improve Chinese Word Embeddings by Exploiting Internal Structure

https://github.com/joelmoniz/
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces

https://github.com/jingyiz/Data-sampled-preprocessed
Guiding Neural Machine Translation with Retrieved Translation Pieces

https://github.com/iieir-km/
Improving Knowledge Graph Embedding Using Simple Constraints

https://github.com/lefterav/Appraise
The taraXÜ corpus of human-annotated machine translations

https://github.com/Institute-Web-
CLEARumor at SemEval-2019 Task 7: ConvoLving ELMo Against Rumors

https://github.com/maxdel/bigram_
Phrase-based Unsupervised Machine Translation with Compositional Phrase Embeddings

https://github.com/sergiooramas/elvis
ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain

https://github.com/dsg-bielefeld/mumodo
DUEL: A Multi-lingual Multimodal Dialogue Corpus for Disfluency, Exclamations and Laughter

https://github.com/JULIELab/wordEmotions
Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem

https://github.com/artetxem/
Learning bilingual word embeddings with (almost) no bilingual data
Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic Evaluation
An Effective Approach to Unsupervised Machine Translation

https://github.com/athn-nik/neural_asm
Neural Activation Semantic Models: Computational lexical semantic models of localized neural activations

https://github.com/textlab/cglossa
A modernised version of the Glossa corpus search system

https://github.com/msang/hateval/blob/
SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter

https://github.com/UKPLab/props-de
Porting an Open Information Extraction System from English to German

https://github.com/UCREL/Multilingual-
FiST – towards a free Semantic Tagger of modern standard Finnish
Creating and Validating Multilingual Semantic Representations for Six Languages: Expert versus Non-Expert Crowds
Tagging Named Entities in 19th Century and Modern Finnish Newspaper Material with a Finnish Semantic Tagger

https://github.com/mpsilfve/ocrpp
Data-Driven Spelling Correction using Weighted Finite-State Methods

https://github.com/antest1/VCOPA-Dataset
Visual Choice of Plausible Alternatives: An Evaluation of Image-based Commonsense Causal Reasoning

https://github.com/samueljamesbell/
Context is Key: Grammatical Error Detection with Contextual Word Representations

https://github.com/Phylliida/Dialogue-Datasets
Affective Behaviour Analysis of On-line User Interactions: Are On-line Support Groups More Therapeutic than Twitter?

https://github.com/yezhang-xiaofan/Rationale-CNN
Rationale-Augmented Convolutional Neural Networks for Text Classification

https://github.com/vendi12/tweet2vec_
Character-based Neural Embeddings for Tweet Clustering

https://github.com/ETCBC/laf-fabric
Unsupervised Authorial Clustering Based on Syntactic Structure

https://github.com/LAAS-HRI/route
Semantic Spatial Representation: a unique representation of an environment based on an ontology for robotic applications

https://github.com/misonuma/strsum
Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking

https://github.com/mnick/
Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder

https://github.com/batra-mlp-lab/visdial
CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog

https://github.com/dbpedia-spotlight/dbpedia-spotlight/wiki
ELCO3: Entity Linking with Corpus Coherence Combining Open Source Annotators
Combining Open Source Annotators for Entity Linking through Weighted Voting
EL92: Entity Linking Combining Open Source Annotators via Weighted Voting

https://github.com/harshavardhangsv/
Automatic conversion of Indian Language Morphological Processors into Grammatical Framework (GF)

https://github.com/zamp13/Veyn
Veyn at PARSEME Shared Task 2018: Recurrent Neural Networks for VMWE Identification
The Impact of Word Representations on Sequential Neural MWE Identification

https://github.com/liushuman/neural-knowledge-
Knowledge Diffusion for Neural Dialogue Generation

https://github.com/philschulz/
Fast Collocation-Based Bayesian HMM Word Alignment
A Stochastic Decoder for Neural Machine Translation

https://github.com/UFAL-DSG/alex
Free on-line speech recogniser based on Kaldi ASR toolkit producing word posterior lattices

https://github.com/apache/incubator-mxnet
Hybrid Data-Model Parallel Training for Sequence-to-Sequence Recurrent Neural Network Machine Translation

https://github.com/kowey/antfarm
User-Controlled, Robust Natural Language Generation from an Evolving Knowledge Base

https://github.com/opennmt/opennmt-py
When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size)

https://github.com/itallow/VisibleObjectsAlgorithm
Generating Expressions that Refer to Visible Objects

https://github.com/A2Zadeh/CMU-MultimodalSDK
Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing

https://github.com/rudinger/
Gender Bias in Coreference Resolution

http://trecrts.github
Multimedia Summary Generation from Online Conversations: Current Approaches and Future Directions

https://github.com/qxred/higher-order-crf
2-Slave Dual Decomposition for Generalized Higher Order CRFs

https://github.com/spyder-ide/spyder/
Vis-Eval Metric Viewer: A Visualisation Tool for Inspecting and Evaluating Metric Scores of Machine Translation Output

https://github.com/nyu-dl
A Teacher-Student Framework for Zero-Resource Neural Machine Translation
Fully Character-Level Neural Machine Translation without Explicit Segmentation

https://github.com/rtmdrr/replicability-
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets

https://github.com/xinyadu/
Harvesting Paragraph-level Question-Answer Pairs from Wikipedia

https://github.com/UKPLab/e2e-nlg-
E2E NLG Challenge: Neural Models vs. Templates

https://github.com/commonsense/conceptnet-numberbatch
A Contrastive Evaluation of Word Sense Disambiguation Systems for Finnish

https://github.com/tdebatty/
PDFdigest: an Adaptable Layout-Aware PDF-to-XML Textual Content Extractor for Scientific Articles

https://github.com/faraday/
Building Specialized Bilingual Lexicons Using Large Scale Background Knowledge

https://github.com/mlpnlp/mlpnlp-nmt
Positional Encoding to Control Output Sequence Length

https://tticnlp.github.io/who_did_
Read and Comprehend by Gated-Attention Reader with More Belief

https://github.com/coastalcph/semdax
Supersense tagging with inter-annotator disagreement

https://github.com/kmike/pymorphy
Using Morphological Knowledge in Open-Vocabulary Neural Language Models

https://github.com/ictnlp/GS4NMT
Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation

https://github.com/jsvine/pdfplumber
Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments

https://github.com/wikilinks/nel
Entity Disambiguation with Web Links

https://github.com/mike-n-7/ADEM
Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses
Augmenting Neural Response Generation with Context-Aware Topical Attention

https://github.com/awslabs/sockeye/tree/master
Online Distilling from Checkpoints for Neural Machine Translation

https://github.com/psal/anonymouth
Obfuscating Gender in Social Media Writing

https://github.com/openai/
GradAscent at EmoInt-2017: Character and Word Level Recurrent Neural Network Models for Tweet Emotion Intensity Detection
A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks
Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good
MoonGrad at SemEval-2019 Task 3: Ensemble BiRNNs for Contextual Emotion Detection in Dialogues
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

https://github.com/borgr/IBGEC
Inherent Biases in Reference-based Evaluation for Grammatical Error Correction

https://github.com/KentoW/melody-lyrics
A Melody-Conditioned Lyrics Language Model

https://github.com/fastai/fastai
Figure Eight at SemEval-2019 Task 3: Ensemble of Transfer Learning Methods for Contextual Emotion Detection
Dick-Preston and Morbo at SemEval-2019 Task 4: Transfer Learning for Hyperpartisan News Detection

https://github.com/harvardnlp/seq2seq-attn
Chinese-to-Japanese Patent Machine Translation based on Syntactic Pre-ordering for WAT 2016
Controlling Target Features in Neural Machine Translation via Prefix Constraints
An Empirical Study of Building a Strong Baseline for Constituency Parsing
Sequence-Level Knowledge Distillation
運用序列到序列生成架構於重寫式自動摘要(Exploiting Sequence-to-Sequence Generation Framework for Automatic Abstractive Summarization)[In Chinese]
Neural Paraphrase Generation using Transfer Learning
On Adversarial Examples for Character-Level Neural Machine Translation

https://github.com/ruotianluo/
Object Hallucination in Image Captioning

https://github.com/nlpyang/structured
Evaluating Discourse in Structured Text Representations

https://github.com/crim-ca/brat-frontend-editor
PACTE: A colloaborative platform for textual annotation

https://github.com/cmu-mtlab/qe-clean
NTT’s Neural Machine Translation Systems for WMT 2018
NTT’s Machine Translation Systems for WMT19 Robustness Task

https://github.com/shashiongithub/
Split and Rephrase
Document Modeling with External Attention for Sentence Extraction

https://github.com/mynlp/ranis
Typed Entity and Relation Annotation on Computer Science Papers
SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications

http://taku910.github.io/mecab/
Automatic Evaluation of Commonsense Knowledge for Refining Japanese ConceptNet
Bilingual Segmented Topic Model
Modeling Situations in Neural Chat Bots
Demonstration of ChaKi.NET – beyond the corpus search system
MuTUAL: A Controlled Authoring Support System Enabling Contextual Machine Translation
Controlling Target Features in Neural Machine Translation via Prefix Constraints
Interpretation of Implicit Conditions in Database Search Dialogues
Comparison of Pun Detection Methods Using Japanese Pun Corpus
Sudachi: a Japanese Tokenizer for Business
Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning
NICT at WAT 2015
Juman++: A Morphological Analysis Toolkit for Scriptio Continua
Discourse Relation Recognition by Comparing Various Units of Sentence Expression with Recursive Neural Network
Wikipedia Titles As Noun Tag Predictors
Disaster Analysis using User-Generated Weather Report
Automatically Extracting Variant-Normalization Pairs for Japanese Text Normalization
Multivariate Linear Regression of Symptoms-related Tweets for Infectious Gastroenteritis Scale Estimation
Who caught a cold ? - Identifying the subject of a symptom
Sentence Clustering using PageRank Topic Model
Neural Machine Translation of Logographic Language Using Sub-character Level Information
Towards a Universal Sentiment Classifier in Multiple languages
Distinguishing Japanese Non-standard Usages from Standard Ones
Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision
A Pipeline Japanese Entity Linking System with Embedding Features
Sentence Complexity Estimation for Chinese-speaking Learners of Japanese
Accurate Cross-lingual Projection between Count-based Word Vectors by Exploiting Translatable Context Pairs
Using Twitter Data to Infer Personal Values of Japanese Consumers
Entity Linking Korean Text: An Unsupervised Learning Approach using Semantic Relations
Analyzing Semantic Change in Japanese Loanwords
CUNI NMT System for WAT 2017 Translation Tasks
Recursive Neural Network Based Preordering for English-to-Japanese Machine Translation
Character-based Bidirectional LSTM-CRF with words and characters for Japanese Named Entity Recognition
An extension of ISO-Space for annotating object direction
Japanese Text Normalization with Encoder-Decoder Model
Intra-Sentential Subject Zero Anaphora Resolution using Multi-Column Convolutional Neural Network
Segmentation-free compositional n-gram embedding-gram embedding
Incorporating Textual Information on User Behavior for Personality Prediction
Dataset Creation for Ranking Constructive News Comments
Open-Domain Why-Question Answering with Adversarial Learning to Encode Answer Texts
Selecting Informative Context Sentence by Forced Back-Translation
A Multi-Hop Attention for RNN based Neural Machine Translation
Fine-tuning for Named Entity Recognition Using Part-of-Speech Tagging
Osaka University MT Systems for WAT 2018: Rewarding, Preordering, and Domain Adaptation
Deep Learning Paradigm with Transformed Monolingual Word Embeddings for Multilingual Sentiment Analysis
Cross-lingual Transfer Learning for Japanese Named Entity Recognition
Improving Japanese semantic-role-labeling performance with transfer learning as case for limited resources of tagged corpora on aggregated language
Relevant and Informative Response Generation using Pointwise Mutual Information
Conversation Initiation by Diverse News Contents Introduction
Naver Labs Europe’s Systems for the WMT19 Machine Translation Robustness Task
Multi-dialect Neural Machine Translation and Dialectometry
Economic Causal-Chain Search using Text Mining Technology
Stochastic Tokenization with a Language Model for Neural Text Classification
Automatic Error Correction on Japanese Functional Expressions Using Character-based Neural Machine Translation

https://github.com/boudinfl/pke
Simple Unsupervised Keyphrase Extraction using Sentence Embeddings
How Document Pre-processing affects Keyphrase Extraction Performance
pke: an open source python-based keyphrase extraction toolkit

https://github.com/saptarshi059/
Duluth at SemEval-2019 Task 4: The Pioquinto Manterola Hyperpartisan News Detector

https://github.com/shashwatup9k/
The RGNLP Machine Translation Systems for WAT 2018

https://github.com/naveedafzal/MayoClinic_SemEval_2016_
MayoNLP at SemEval-2016 Task 1: Semantic Textual Similarity based on Lexical Semantic Net and Deep Learning Semantic Model

https://github.com/moses-smt/mosesdecoder/tree/RELEASE-2.1.1
System Description of bjtu_nlp Neural Machine Translation System
Normalizador de Texto para Lingua Portuguesa baseado em Modelo de Linguagem (A Normalizer based on Language Model for Texts in Portuguese)[In Portuguese]

https://github.com/allenai/bilm-tf
UBC-NLP at IEST 2018: Learning Implicit Emotion With an Ensemble of Language Models
Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL?
Dissecting Contextual Word Embeddings: Architecture and Representation
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings
Sigmorphon 2019 Task 2 system description paper: Morphological analysis in context for many languages, with supervision from only a few
Probing Biomedical Embeddings from Language Models
Polyglot Contextual Representations Improve Crosslingual Transfer

https://github.com/MichSchli/Tensor-LSTM
Cross-Lingual Dependency Parsing with Late Decoding for Truly Low-Resource Languages

https://github.com/Linguistic-Data-Consortium/
The RATS Collection: Supporting HLT Research with Degraded Audio Data

https://github.com/mtobeiyf/audio-classification
Building a Speech Corpus based on Arabic Podcasts for Language and Dialect Identification

https://github.com/annefried/sitent
Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention
Classification of telicity using cross-linguistic annotation projection

https://gnosygnu.github.io/xowa/
Ambient Search: A Document Retrieval System for Speech Streams

https://github.com/Kyubyong/wordvectors
Comparing Pretrained Multilingual Word Embeddings on an Ontology Alignment Task

https://github.com/miso-belica/jusText
Adapting taggers to Twitter with not-so-distant supervision

https://github.com/AKSW/MMo
Creating Linked Data Morphological Language Resources with MMoOn - The Hebrew Morpheme Inventory

https://github.com/MarkWuNLP/ResponseEdit
Retrieval-Enhanced Adversarial Training for Neural Response Generation

http://drelhaj.github.io/OsmanReadability/
OSMAN ― A Novel Arabic Readability Metric

https://github.com/prashanth470/
IIT Delhi at SemEval-2018 Task 1 : Emotion Intensity Prediction

https://github.com/motazsaad/ArbDialectID
ArbDialectID at MADAR Shared Task 1: Language Modelling and Ensemble Learning for Fine Grained Arabic Dialect Identification

https://github.com/mrinaldhar/en-hi-codemixed-corpus
Enabling Code-Mixed Translation: Parallel Corpus Creation and MT Augmentation Approach

https://github.com/guillaumegenthial/
Massively Multilingual Transfer for NER

https://github.com/jaredks/tweetokenize
THU_NGN at SemEval-2018 Task 3: Tweet Irony Detection with Densely connected LSTM and Multi-task Learning
EmoNLP at IEST 2018: An Ensemble of Deep Learning Models and Gradient Boosting Regression Tree for Implicit Emotion Prediction in Tweets
THU_NGN at SemEval-2018 Task 1: Fine-grained Tweet Sentiment Intensity Analysis with Attention CNN-LSTM
EmoNLP at SemEval-2018 Task 2: English Emoji Prediction with Gradient Boosting Regression Tree Method and Bidirectional LSTM
SeerNet at SemEval-2018 Task 1: Domain Adaptation for Affect in Tweets
LT3 at SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter (hatEval)

https://github.com/vered1986/UnsupervisedHypernymy
Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection

https://github.com/yeraidm/meemi
Improving Cross-Lingual Word Embeddings by Meeting in the Middle

https://github.com/klout/opendata/tree/
Lithium NLP: A System for Rich Information Extraction from Noisy User Generated Text on Social Media

https://github.com/liushulinle/event
Event Detection without Triggers

https://hotpotqa.github.io/
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction

https://github.com/wlin12/wang2vec/
The parse is darc and full of errors: Universal dependency parsing with transition-based and graph-based algorithms

http://vukbatanovic.github.io/STS.news.sr/
Fine-grained Semantic Textual Similarity for Serbian

https://github.com/ThiagoCF05/LinearAMR
Linguistic realisation as machine translation: Comparing different MT models for AMR-to-text generation

https://github.com/componavt/wikokit
Watset: Automatic Induction of Synsets from a Graph of Synonyms

https://github.com/sailscorpus/sails
Annotating picture description task responses for content analysis

https://github.com/tzshi/
Global Transition-based Non-projective Dependency Parsing
Improving Coverage and Runtime Complexity for Exact Inference in Non-Projective Transition-Based Dependency Parsers

https://github.com/SussexCompSem/learninghypernyms
Learning to Distinguish Hypernyms and Co-Hyponyms
Nine Features in a Random Forest to Learn Taxonomical Semantic Relations

https://github.com/sid7954/beam-joint-attention
Surprisingly Easy Hard-Attention for Sequence to Sequence Learning

https://github.com/pytorch/pytorch/tree/v0.2.0
Learning Diachronic Analogies to Analyze Concept Change

https://github.com/murawaki/
Analyzing Correlated Evolution of Multiple Features Using Latent Representations

https://github.com/njsmith/pysrilm
Incremental Tree Substitution Grammar for Parsing and Sentence Prediction

https://github.com/tensorflow/models/tree/
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning

https://github.com/cbaziotis/ekphrasis
MIDAS at SemEval-2019 Task 9: Suggestion Mining from Online Reviews using ULMFit
SWAP at SemEval-2019 Task 3: Emotion detection in conversations through Tweets, CNN and LSTM deep neural networks
THU-HCSI at SemEval-2019 Task 3: Hierarchical Ensemble Classification of Contextual Emotion in Conversation
Pay “Attention” to your Context when Classifying Abusive Language
Online abuse detection: the value of preprocessing and neural attention models
MIDAS@SMM4H-2019: Identifying Adverse Drug Reactions and Personal Health Experience Mentions from Twitter
KSU at SemEval-2019 Task 3: Hybrid Features for Emotion Recognition in Textual Conversation

https://github.com/andreasvc/
Neural Discontinuous Constituency Parsing
Discontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle

https://nyu-mll.github.io/CoLA/
An LSTM Adaptation Study of (Un)grammaticality

http://leoncrashcode.github.io
Transformation Networks for Target-Oriented Sentiment Classification

https://github.com/onkarpandit00786/
Context Sensitive Neural Lemmatization with Lematus

https://github.com/cdli-gh/mtaac_
Towards a Linked Open Data Edition of Sumerian Corpora

https://github.com/heidelkin/IPNMT_RL_IL
Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation

https://github.com/Cartus/
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning

https://github.com/commonsense/conceptnet5/wiki/Relations
EVALution 1.0: an Evolving Semantic Dataset for Training and Evaluation of Distributional Semantic Models

http://vukbatanovic.github.io/NBSVM-Weka/
Reliable Baselines for Sentiment Analysis in Resource-Limited Languages: The Serbian Movie Review Dataset

http://github.com/fauconnier/LaToe
Discovering Hypernymy Relations using Text Layout

https://github.com/karlstratos/singular
Cross-Lingual Syntactic Transfer with Limited Resources
A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution

https://github.com/Meinwerk/WordPrediction
On-Device Neural Language Model Based Word Prediction

https://github.com/baidu/DuReader
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications

https://github.com/dmis-lab/biobert
KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue
Probing Biomedical Embeddings from Language Models

https://github.com/zhanzecheng/IRNet
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation

https://github.com/howardhsu/DE-CNN
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

https://github.com/TALP-UPC/FreeLing.git
SYSTRAN Participation to the WMT2018 Shared Task on Parallel Corpus Filtering

https://github.com/mpsilfve/conll2017
Data Augmentation for Morphological Reinflection

http://anoopkunchukuttan.github.io/
BCSAT : A Benchmark Corpus for Sentiment Analysis in Telugu Using Word-level Annotations
Towards Automation of Sense-type Identification of Verbs in OntoSenseNet
JU-Saarland Submission to the WMT2019 English–Gujarati Translation Shared Task

https://github.com/mfaruqui/non-distributional
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment

https://github.com/lancopku/Chinese-Li
Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text

https://github.com/masun/DAWQAS
An Arabic Multi-Domain Spoken Language Understanding System

https://github.com/taspinar/
Humor Detection in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System

https://github.com/hlt-bme-hu/
Sentence Length

https://github.com/castorini/SimpleDBpediaQA
Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia

https://marian-nmt.github.io/features/
Iterative Back-Translation for Neural Machine Translation

https://github.com/mchen24/iclr2017
Self-Discriminative Learning for Unsupervised Document Embedding

https://github.com/VoxML/public-data/tree/master/EMRE/HIT
Generating a Novel Dataset of Multimodal Referring Expressions

https://github.com/pouyapez/mkbe
Embedding Multimodal Relational Data for Knowledge Base Completion

http://haifengl.github.io/smile/
Supervised Clustering of Questions into Intents for Dialog System Applications

https://github.com/shekharRavi/
Building a Bagpipe with a Bag and a Pipe: Exploring Conceptual Combination in Vision

http://github.com/shivashankarrs/
Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model

https://github.com/ClaraWan629/FinSBD
PolyU_CBS-CFA at the FinSBD Task: Sentence Boundary Detection of Financial Data with Domain Knowledge Enhancement and Bilingual Training

https://github.com/fredblain/docQE
deepQuest: A Framework for Neural-based Quality Estimation

https://github.com/rsennrich/ParZu
Improving Neural Translation Models with Linguistic Factors

https://github.com/bubei/entail
Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization

https://github.com/shanzhenren/CoType
Extracting Entities and Relations with Joint Minimum Risk Training
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme

https://github.com/rdeoliveira/simplenlg-en-fr-pt
Adapting SimpleNLG for Brazilian Portuguese realisation

https://github.com/GuessWhatGame/guesswhat
Ask No More: Deciding when to guess in referential visual dialogue

https://github.com/anoopkunchukuttan/indic_
Findings of the 2019 Conference on Machine Translation (WMT19)

https://webanno.github.io
ChAnot: An Intelligent Annotation Tool for Indigenous and Highly Agglutinative Languages in Peru

https://github.com/mikahama/syntaxmaker/
Development of an Open Source Natural Language Generation Tool for Finnish

http://noisy-text.github.io/2016/
Learning to Search for Recognizing Named Entities in Twitter
A Feature-based Ensemble Approach to Recognition of Emerging and Rare Named Entities
Fine-tuning for Named Entity Recognition Using Part-of-Speech Tagging

http://cudpp.github.io/cudpp/2.2/
Gappy Pattern Matching on GPUs for On-Demand Extraction of Hierarchical Translation Grammars

https://github.com/pcyin/tranX
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation

https://github.com/ltrc/indic-wx-converter
The SLT-Interactions Parsing System at the CoNLL 2018 Shared Task

https://github.com/cpdoc
Text Mining for History: first steps on building a large dataset

http://dimsum16.github.io/
UTU at SemEval-2016 Task 10: Binary Classification for Expression Detection (BCED)
WHUNlp at SemEval-2016 Task DiMSUM: A Pilot Study in Detecting Minimal Semantic Units and their Meanings using Supervised Models
SemEval-2016 Task 10: Detecting Minimal Semantic Units and their Meanings (DiMSUM)

https://github.com/HKUST-KnowComp/
A Nil-Aware Answer Extraction Framework for Question Answering
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification
A Lightweight Recurrent Network for Sequence Modeling

https://github.com/natalink/mwe_
Improving a Neural-based Tagger for Multiword Expressions Identification

https://github.com/KorAP;
KorAP Architecture ― Diving in the Deep Sea of Corpus Data

https://github.com/mcoavoux/mtg/
Multilingual Lexicalized Constituency Parsing with Word-Level Auxiliary Tasks

https://github.com/habernal/emnlp2015
Exploiting Debate Portals for Semi-Supervised Argumentation Mining in User-Generated Web Discourse

https://github.com/jonsafari/nmt-list
XNMT: The eXtensible Neural Machine Translation Toolkit
Why not be Versatile? Applications of the SGNMT Decoder for Machine Translation
Neural Monkey: The Current State and Beyond

https://github.com/EuropeanaNewspapers/ner-corpora
An Open Corpus for Named Entity Recognition in Historic Newspapers

https://github.com/adrien-bougouin/
TopicRank: Graph-Based Topic Ranking for Keyphrase Extraction
Keyphrase Annotation with Graph Co-Ranking

https://github.com/largelymfs/topical
Generative Topic Embedding: a Continuous Representation of Documents

https://github.com/TiCCSoftware/WhiteLab
Nederlab: Towards a Single Portal and Research Environment for Diachronic Dutch Text Corpora

https://github.com/ckirov/Revisit
Recurrent Neural Networks in Linguistic Theory: Revisiting Pinker and Prince (1988) and the Past Tense Debate

https://github.com/clic-lab/atis
Learning to Map Context-Dependent Sentences to Executable Formal Queries

https://github.com/luheng/lsgn
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling

https://github.com/Bani57/rumourEval2019
AndrejJan at SemEval-2019 Task 7: A Fusion Approach for Exploring the Key Factors pertaining to Rumour Analysis

https://github.com/eddieantonio/isri-ocr-evaluation-
Training & Quality Assessment of an Optical Character Recognition Model for Northern Haida

https://github.com/amrisi/amr-
DynamicPower at SemEval-2016 Task 8: Processing syntactic parse trees with a Dynamic Semantics core
An AMR parser for English, French, German, Spanish and Japanese and a new AMR-annotated corpus
Liberal Event Extraction and Event Schema Induction
Abstract Meaning Representation for Human-Robot Dialogue
Copula and Case-Stacking Annotations for Korean AMR

https://github.com/andreasvc/disco-dop/
Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence

https://github.com/google/sparrowhawk
Voice Builder: A Tool for Building Text-To-Speech Voices

https://github.com/tianran/glimvec
Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder

https://github.com/awslabs/sockeye/tree/arxiv_1217
The Sockeye Neural Machine Translation Toolkit at AMTA 2018

https://github.com/Simdiva/DSL-Task/
Overview of the DSL Shared Task 2015

https://github.com/ruitedk6/
Self-Supervised Neural Machine Translation

http://github.com/juditacs/dsl
A Two-level Classifier for Discriminating Similar Languages

https://github.com/zhongpeixiang/SemEval2019-Task3-
ntuer at SemEval-2019 Task 3: Emotion Classification with Word and Sentence Representations in RCNN

https://github.com/wasiahmad/mining_
A Corpus to Learn Refer-to-as Relations for Nominals

https://github.com/rutrastone/discrimemb
Discriminator at SemEval-2018 Task 10: Minimally Supervised Discrimination

https://github.com/moinnadeem/fakta
FAKTA: An Automatic End-to-End Fact Checking System

https://github.com/PaddlePaddle/Paddle
Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game

https://github.com/ygraham/direct-assessment/
Is all that Glitters in Machine Translation Quality Estimation really Gold?

https://github.com/jonsafari/
PersoNER: Persian Named-Entity Recognition
Evaluation of language identification methods using 285 languages

https://github.com/google-research/bert/blob/master/
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations

https://github.com/fchollet/keras
Correcting Chinese Word Usage Errors for Learning Chinese as a Second Language
Ensemble Methods for Native Language Identification
LearningToQuestion at SemEval 2017 Task 3: Ranking Similar Questions by Learning to Rank Using Rich Features
The Content Types Dataset: a New Resource to Explore Semantic and Functional Characteristics of Texts
Transfer Learning for Speech Recognition on a Budget
Ways of Asking and Replying in Duplicate Question Detection
BUSEM at SemEval-2017 Task 4A Sentiment Analysis with Word Embedding and Long Short Term Memory RNN Approaches
Byte-based Language Identification with Deep Convolutional Networks
Learning to Compose Spatial Relations with Grounded Neural Language Models
A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data
UWat-Emote at EmoInt-2017: Emotion Intensity Detection using Affect Clues, Sentiment Polarity and Word Embeddings
Cancer Hallmark Text Classification Using Convolutional Neural Networks
序列標記與配對方法用於語音辨識錯誤偵測及修正 (On the Use of Sequence Labeling and Matching Methods for ASR Error Detection and Correction) [In Chinese]
Are you serious?: Rhetorical Questions and Sarcasm in Social Media Dialog
Weakly-supervised text-to-speech alignment confidence measure
Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew
User Classification with Multiple Textual Perspectives
SimiHawk at SemEval-2016 Task 1: A Deep Ensemble System for Semantic Textual Similarity
CoastalCPH at SemEval-2016 Task 11: The importance of designing your Neural Networks right
Sequence-based Structured Prediction for Semantic Parsing
deepQuest: A Framework for Neural-based Quality Estimation
A Multi-task Approach for Named Entity Recognition in Social Media Data
Overfitting at SemEval-2016 Task 3: Detecting Semantically Similar Questions in Community Question Answering Forums with Word Embeddings
基於深層類神經網路及表示學習技術之文件可讀性分類(Classification of Text Readability Based on Deep Neural Network and Representation Learning Techniques)[In Chinese]
Improving Opinion-Target Extraction with Character-Level Word Embeddings
Syntactic realization with data-driven neural tree grammars
A Character-level Convolutional Neural Network for Distinguishing Similar Languages and Dialects
Semantic Tagging with Deep Residual Networks
Consensus Attention-based Neural Networks for Chinese Reading Comprehension
Contextual Dependencies in Time-Continuous Multidimensional Affect Recognition
Named Entity Disambiguation for Noisy Text
Discriminating Similar Languages with Linear SVMs and Neural Networks
Detecting Everyday Scenarios in Narrative Texts

https://github.com/tmills/ctakes-ade
Extracting Adverse Drug Event Information with Minimal Engineering

https://github.com/felipebravom/
psyML at SemEval-2018 Task 1: Transfer Learning for Sentiment and Emotion Analysis
IMS at EmoInt-2017: Emotion Intensity Prediction with Affective Norms, Automatically Extended Resources and Deep Learning
Epita at SemEval-2018 Task 1: Sentiment Analysis Using Transfer Learning Approach

https://github.com/apmoore1/Bella
Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis

https://github.com
A Meaning-Based Statistical English Math Word Problem Solver
Building Language Models for Text with Named Entities

http://hltcoe.github.io/concrete/
CADET: Computer Assisted Discovery Extraction and Translation

https://github.com/lmcinnes/umap
Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder

https://github.com/elbayadm/
Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction

https://github.com/danielnaber/
Unsupervised Compound Splitting With Distributional Semantics Rivals Supervised Methods

https://fvancesco.github
Interpretable Emoji Prediction via Label-Wise Attention LSTMs

https://github.com/DrSkippy/
Confounds and Consequences in Geotagged Twitter Data

https://github.com/conll/reference-coreference-scorers
Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events
CORBON 2017 Shared Task: Projection-Based Coreference Resolution
Multi-source annotation projection of coreference chains: assessing strategies and testing opportunities
Joint Inference for Event Coreference Resolution

https://github.com/arildm/imagettr
Visual TTR - Modelling Visual Question Answering in Type Theory with Records

https://github.com/roccotrip/antisem
Tracing Antisemitic Language Through Diachronic Embedding Projections: France 1789-1914

https://github.com/tensorflow/models/blob/master/research/syntaxnet/g3doc/syntaxnet-tutorial.md#part-of-spee
輔助建立混合性系統之自然語言處理系統深度評估平台 — 以評估依存關係分析器為例 (The Platform providing NLP System Deep Comparative Evaluation and Auxiliary Information for Hybrid NLP System Building: Trial on Dependency Parser Evaluation) [In Chinese]

https://github.com/uclmr/fakenewschallenge
A Retrospective Analysis of the Fake News Challenge Stance-Detection Task

https://github.com/tklab-tud/uscxml
A Prolog Datamodel for State Chart XML

http://andreasvc.github.io/clfl2012.pdf
Identifying Literary Texts with Bigrams

https://github.com/paulafortuna/
Stop PropagHate at SemEval-2019 Tasks 5 and 6: Are abusive language classification results reproducible?

https://github.com/ppke-nlpg/purepos
Lemmatization and Morphosyntactic Tagging of Croatian and Serbian
One format to rule them all – The emtsv pipeline for Hungarian

https://github.com/dpressel/baseline/
Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP

https://github.com/WorksApplications/elasticsearch-sudachi
Sudachi: a Japanese Tokenizer for Business

https://github.com/zesch/exp-grading-bea2015
Reducing Annotation Efforts in Supervised Short Answer Scoring

https://github.com/qyyin/AttentionZP.git
Zero Pronoun Resolution with Attention-based Neural Network

https://github.com/mesnilgr/nbsvm
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks

https://github.com/danifg/
Non-Projective Dependency Parsing with Non-Local Transitions
Left-to-Right Dependency Parsing with Pointer Networks

https://github.com/kraiyani/
Vista.ue at SemEval-2019 Task 5: Single Multilingual Hate Speech Detection Model

https://github.com/datquocnguyen/LFTM/
Generative Topic Embedding: a Continuous Representation of Documents

http://github.com/moses-smt/mosesdecoder
Perplexity Minimization for Translation Model Domain Adaptation in Statistical Machine Translation
Results of the WMT18 Metrics Shared Task: Both characters and embeddings achieve good performance
Results of the WMT17 Metrics Shared Task
Efficient Attention using a Fixed-Size Memory Representation

https://github.com/huggingface/pytorch-pretrained-BERT
Improving the Robustness of Question Answering Systems to Question Paraphrasing
DUT-BIM at MEDIQA 2019: Utilizing Transformer Network and Medical Domain-Specific Contextualized Representations for Question Answering
Cross-Sentence Grammatical Error Correction
evision PDF of 'CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification
Learning to Learn Sales Prediction with Social Media Sentiment

https://github.com/amir-zeldes/
A Characterwise Windowed Approach to Hebrew Morphological Segmentation
A Discourse Signal Annotation System for RST Trees

https://github.com/tudarmstadt-lt/kaldi-tuda-de/
Transfer Learning for Speech Recognition on a Budget

https://github.com/christianbuck/wmt16-document-
YODA System for WMT16 Shared Task: Bilingual Document Alignment

https://github.com/JULIELab/JEmAS
EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis
A Corpus of Corporate Annual and Social Responsibility Reports: 280 Million Tokens of Balanced Organizational Writing
Feelings from the Past—Adapting Affective Lexicons for Historical Emotion Analysis

http://github.com/mattiadg/
Enhancing Transformer for End-to-end Speech-to-Text Translation

http://attardi.github.io/wikiextractor
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages

https://github.com/pasmargo/t2t-qa
Rule Extraction for Tree-to-Tree Transducers by Cost Minimization
Visual Denotations for Recognizing Textual Entailment

https://github.com/orenmel/context2vec
Correcting Chinese Word Usage Errors for Learning Chinese as a Second Language
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations

https://github.com/elisemicho/multi_input_classification
Neural Network Architectures for Arabic Dialect Identification

https://github.com/Alab-NII/FE/blob/master/annotation_guidelines.md
Using Formulaic Expressions in Writing Assistance Systems

https://github.com/barrust/pyspellchecker
(Almost) Unsupervised Grammatical Error Correction using Synthetic Comparable Corpus
A Study of Incorrect Paraphrases in Crowdsourced User Utterances

https://github.com/goodmami/penman/
AMR Parsing as Sequence-to-Graph Transduction

https://github.com/abhyudaynj/LSTM-
Structured prediction models for RNN based sequence labeling in clinical text

https://github.com/elikip/bist-parser
A Sub-Character Architecture for Korean Language Processing
Multi-Model and Crosslingual Dependency Analysis
Learning to select data for transfer learning with Bayesian Optimization
Compositional Morpheme Embeddings with Affixes as Functions and Stems as Arguments

https://github.com/bharatambati/tranccg
Shift-Reduce CCG Parsing using Neural Network Models

https://github.com/shawnwun/RNNLG
A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation
Treat the system like a human student: Automatic naturalness evaluation of generated text without reference texts
Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks
Creating Training Corpora for NLG Micro-Planners
Neural-based Natural Language Generation in Dialogue using RNN Encoder-Decoder with Semantic Aggregation
Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems
Why We Need New Evaluation Metrics for NLG

https://github.com/pmathur5k10/EBDR
Identification of Emergency Blood Donation Request on Twitter

http://github.com/danielhers/tupa
Multitask Parsing Across Semantic Representations

https://github.com/UKPLab/coling2018-wcs
From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources

https://github.com/jind11/word2vec-on-wikipedia
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts

https://github.com/acohan/
GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification
Revisiting Summarization Evaluation for Scientific Articles

https://github.com/jaspock/forecat
Black-box integration of heterogeneous bilingual resources into an interactive translation system

http://ips-lmu.github.io/EMU-webApp/
Introducing a web application for labeling, visualizing speech and correcting derived speech signals

https://github.com/wanghm92/Sing_Par
Universal Dependencies Parsing for Colloquial Singaporean English

https://github.com/IronyAndTweets/Scheme
Application and Analysis of a Multi-layered Scheme for Irony on the Italian Twitter Corpus TWITTIRÒ

https://github.com/tanggongbo/
An Evaluation of Neural Machine Translation Models on Historical Spelling Normalization
A Large-Scale Comparison of Historical Text Normalization Systems

https://marian-nmt.github.io/examples/mtm2017/complex/
Does NMT make a difference when post-editing closely related languages? The case of Spanish-Catalan

https://github.com/nguyenlab/SentAlign-Similarity
Dealing with Out-Of-Vocabulary Problem in Sentence Alignment Using Word Similarity

https://github.com/rwth-i6/sisyphus
The RWTH Aachen University English-German and German-English Unsupervised Neural Machine Translation Systems for WMT 2018
Sisyphus, a Workflow Manager Designed for Machine Translation and Automatic Speech Recognition

https://github.com/redpony/cdec/tree/
Prompsit’s submission to WMT 2018 Parallel Corpus Filtering shared task
Real Time Adaptive Machine Translation for Post-Editing with cdec and TransCenter

http://github.com/FerreroJeremy/Cross-Language-Dataset
A Multilingual, Multi-style and Multi-granularity Dataset for Cross-language Textual Similarity Detection

http://elsevierlabs.github.io/OA-STM-Corpus/
Open Information Extraction on Scientific Text: An Evaluation

https://github.com/nljubesi/tweetcat
TweetCaT: a tool for building Twitter corpora of smaller languages

http://jbjorne.github.com/TEES/
UTurku: Drug Named Entity Recognition and Drug-Drug Interaction Extraction Using SVM Classification and Domain Knowledge
TEES 2.1: Automated Annotation Scheme Learning in the BioNLP 2013 Shared Task
Extracting Biomedical Events and Modifications Using Subgraph Matching with Noisy Training Data

https://arborator.github.io/live
Multilingual segmentation based on neural networks and pre-trained word embeddings

https://github.com/marekrei/sequence-labeler
Empirical Evaluation of Character-Based Model on Neural Named-Entity Recognition in Indonesian Conversational Texts
Semi-supervised Multitask Learning for Sequence Labeling

https://github.com/paperai/pdfanno
PDFAnno: a Web-based Linguistic Annotation Tool for PDF Documents

https://github.com/EdinburghNLP/nematus
Neural Machine Translation: Basics, Practical Aspects and Recent Trends
Correction of OCR Word Segmentation Errors in Articles from the ACL Collection through Neural Machine Translation Methods
Toward Better Loanword Identification in Uyghur Using Cross-lingual Word Embeddings
Exploiting Cross-Sentence Context for Neural Machine Translation
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++
Context-Aware Smoothing for Neural Machine Translation
Modeling Past and Future for Neural Machine Translation
Comparing Recurrent and Convolutional Architectures for English-Hindi Neural Machine Translation
Neural Machine Translation with Source Dependency Representation
A3-108 Machine Translation System for LoResMT 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study

https://github.com/Lambda-3/
SemR-11: A Multi-Lingual Gold-Standard for Semantic Similarity and Relatedness for Eleven Languages
Transforming Complex Sentences into a Semantic Hierarchy

https://github.com/shashwath94/Extrinsic-Evaluation-tasks
What’s in Your Embedding, And How It Predicts Task Performance

https://github.com/JoeZhouWenxuan/Self-regulation-
Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection

https://github.com/arademaker/wordnet-br/
OpenWordNet-PT: An Open Brazilian Wordnet for Reasoning

https://github.com/zzsfornlp/nnpgdparser
Probabilistic Graph-based Dependency Parsing with Convolutional Neural Network

https://github.com/heisand/NWN
Wordnet extension via word embeddings: Experiments on the Norwegian Wordnet

http://cimiano.github.io/ontolex/
The Open Linguistics Working Group: Developing the Linguistic Linked Open Data Cloud

https://github.com/JonathanRaiman/
GhostWriter: Using an LSTM for Automatic Rap Lyric Generation

https://github.com/pranav-ust/cognates
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate Detection

https://github.com/Marsan-Ma-zz/chat
Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation

https://github.com/UKPLab/coling-peoples2016-opinion-prediction
A domain-agnostic approach for opinion prediction on speech

https://github.com/first20hours/
WordNet Embeddings

https://github.com/zdenop/qt-box-editor
Improving Optical Character Recognition of Finnish Historical Newspapers with a Combination of Fraktur & Antiqua Models and Image Preprocessing

https://github.com/yumoxu/
Stock Movement Prediction from Tweets and Historical Prices

https://sounding-board.github.io
Sounding Board: A User-Centric and Content-Driven Social Chatbot

https://github.com/Lambda-3/Graphene/blob/master/wiki/RDF-Format.md
Graphene: a Context-Preserving Open Information Extraction System

https://github.com/SUTDNLP/ZGen
Abstractive Multi-document Summarization by Partial Tree Extraction, Recombination and Linearization
Word Ordering Without Syntax

http://gephi.github.io
ELCO3: Entity Linking with Corpus Coherence Combining Open Source Annotators

https://github.com/ajdagokcen/
A Corpus of Word-Aligned Asked and Anticipated Questions in a Virtual Patient Dialogue System
Madly Ambiguous: A Game for Learning about Structural Ambiguity and Why It’s Hard for Computers

https://github.com/x3r/deromanization
Joint Approach to Deromanization of Code-mixed Texts

https://github.com/jiaweiw/
Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation

https://github.com/GarrettNicolai/M2MP
Joint Approach to Deromanization of Code-mixed Texts

https://github.com/tticoin/LSTM-ER
TTI-COIN at SemEval-2017 Task 10: Investigating Embeddings for End-to-End Relation Extraction from Scientific Papers
A Walk-based Model on Entity Graphs for Relation Extraction

https://github.com/ufal/pcedt2.0-coref
Coreference in Prague Czech-English Dependency Treebank

http://academiasinicanlplab.github.io/#download
EmotionLines: An Emotion Corpus of Multi-Party Conversations

https://github.com/marytts/marytts-installer
Creating New Language and Voice Components for the Updated MaryTTS Text-to-Speech Synthesis Platform

https://github.com/ChatonPatron/VecEval
Modifications of Machine Translation Evaluation Metrics by Using Word Embeddings

https://github.com/dmort27/panphon/
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning

https://github.com/Mimino666/
Simple Queries as Distant Labels for Predicting Gender on Twitter

https://github.com/rousseau-lium/
Sheffield Systems for the English-Romanian WMT Translation Task

https://github.com/BillFoland/daisyluAMR
Abstract Meaning Representation Parsing using LSTM Recurrent Neural Networks

https://github.com/cmu-mtlab/meteor
Neural Machine Translation of Literary Texts from English to Slovene

https://github.com/Simmetrics/simmetrics
UoW: Multi-task Learning Gaussian Process for Semantic Textual Similarity

https://github.com/zhangmeishan/
Character-Level Chinese Dependency Parsing

http://noisy-text.github
Multi-channel BiLSTM-CRF Model for Emerging Named Entity Recognition in Social Media

https://github.com/yanshao9798/segmenter
Generating Sentences by Editing Prototypes

https://github.com/fartashf/vsepp
Visually Grounded Neural Syntax Acquisition

https://github.com/phatpiglet/autocorrect/
JCTDHS at SemEval-2019 Task 5: Detection of Hate Speech in Tweets using Deep Learning Methods, Character N-gram Features, and Preprocessing Methods

https://github.com/danielhers/synsem
Content Differences in Syntactic and Semantic Representation

https://github.com/akb89/valencer
Valencer: an API to Query Valence Patterns in FrameNet

https://github.com/akutuzov/error_
Semi-automated typical error annotation for learner English essays: integrating frameworks

https://github.com/SoimulPatriei/LogisticRegression-
A hybrid pipeline of rules and machine learning to filter web-crawled parallel corpora

https://github.com/tmbdev/ocropy
OCR and post-correction of historical Finnish texts
An OCR system for the Unified Northern Alphabet

https://github.com/Hironsan/anago
Domain adaptation for part-of-speech tagging of noisy user-generated text
A Lightweight Recurrent Network for Sequence Modeling

https://github.com/karpathy/neuraltalk
Semantic Tuples for Evaluation of Image to Sentence Generation
Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings

https://github.com/CompLab-StonyBrook/mgproc
Testing a Minimalist Grammar Parser on Italian Relative Clause Asymmetries

https://github.com/gamallo/
A Perplexity-Based Method for Similar Languages Discrimination

https://github.com/tdozat/Parser-v2
CEA LIST: Processing Low-Resource Languages for CoNLL 2018
Reduction of Parameter Redundancy in Biaffine Classifiers with Symmetric and Circulant Weight Matrices

https://github.com/ljm625/syntaxnet-rest-api
Modeling Second-Language Learning from a Psychological Perspective

https://github.com/timjogorman/Multisentence-AMR-guidelines/blob/master/ms-amr.md
Annotation of Tense and Aspect Semantics for Sentential AMR

https://github.com/ppartha03/MACA
MACA: A Modular Architecture for Conversational Agents

https://github.com/Franck-Dernoncourt/NeuroNER
Transfer Learning for Named-Entity Recognition with Neural Networks
Improving Topic Quality by Promoting Named Entities in Topic Modeling

https://github.com/andreasvc/disco-dop
Discontinuous Parsing with an Efficient and Accurate DOP Model
Generic refinement of expressive grammar formalisms with an application to discontinuous constituent parsing

https://github.com/Alab-NII/FE/
Using Formulaic Expressions in Writing Assistance Systems

https://taku910.github.io/crfpp
Evaluation of a Sequence Tagging Tool for Biomedical Texts
GeCoTagger: Annotation of German Verb Complements with Conditional Random Fields
Maximizing SLU Performance with Minimal Training Data Using Hybrid RNN Plus Rule-based Approach
Annotating a Driving Experience Corpus with Behavior and Subjectivity

https://github.com/NLPchina/ansj
Transductive Non-linear Learning for Chinese Hypernym Prediction
THU_NGN at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases with Deep LSTM

https://github.com/NehaNayak/veceval
Incorporating Subword Information into Matrix Factorization Word Embeddings

https://github.com/ylhsieh/ppi_
Identifying Protein-protein Interactions in Biomedical Literature using Recurrent Neural Networks with Long Short-Term Memory

https://github.com/IACASNLPIR/GKHMC/tree/master/data
Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?

https://github.com/sobhe/hazm
On the Importance of Ezafe Construction in Persian Parsing

http://preposition.github.io
The Use of Object Labels and Spatial Prepositions as Keywords in a Web-Retrieval-Based Image Caption Generation System

https://github.com/akb89/entropix
Distributional Semantics in the Real World: Building Word Vector Representations from a Truth-Theoretic Model

https://github.com/sebastianGehrmann/
End-to-End Content and Plan Selection for Data-to-Text Generation
Bottom-Up Abstractive Summarization
Is artificial data useful for biomedical Natural Language Processing algorithms?

https://github.com/ikegami-yukino/
Utilizing Visual Forms of Japanese Characters for Neural Review Classification
CUNI NMT System for WAT 2017 Translation Tasks

http://github.com/parthatalukdar/junto
Minimally Supervised Classification to Semantic Categories using Automatically Acquired Symmetric Patterns

https://github.com/givoli/TechnionNLI
Zero-Shot Semantic Parsing for Instructions

https://github.com/xinyadu/nqg/
Learning to Ask: Neural Question Generation for Reading Comprehension

https://github.com/xrb92/DKRL
Accurate Text-Enhanced Knowledge Graph Representation Learning

https://github.com/datumbox/datumbox-framework
IIP at SemEval-2016 Task 4: Prioritizing Classes in Ensemble Classification for Sentiment Analysis of Tweets

https://github.com/haierlord/resource/blob/master/
ECNU at SemEval-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods
ECNU at SemEval-2017 Task 4: Evaluating Effective Features on Machine Learning Methods for Twitter Message Polarity Classification
ECNU at SemEval-2018 Task 1: Emotion Intensity Prediction Using Effective Features and Machine Learning Models

https://github.com/oaqa/
Learning to Answer Biomedical Questions: OAQA at BioASQ 4B

https://github.com/iKernels/
RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic Text Pair Representations
Ranking Kernels for Structures and Embeddings: A Hybrid Preference and Classification Model

https://github.com/google-
Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation
TLR at BSNLP2019: A Multilingual Named Entity Recognition System

https://github.com/StevenLOL/aicyber_
Aicyber at SemEval-2016 Task 4: i-vector based sentence representation

https://github.com/dadangewp/
#NonDicevoSulSerio at SemEval-2018 Task 3: Exploiting Emojis and Affective Content for Irony Detection in English Tweets

http://github.com/UFAL-DSG/alex
Alex: Bootstrapping a Spoken Dialogue System for a New Domain by Real Users

https://github.com/stanojevic/Rotating-CCG
CCG Parsing Algorithm with Incremental Tree Rotation

https://github.com/bplank/aat
Predicting Authorship and Author Traits from Keystroke Dynamics

https://github.com/mjpost/sacreBLEU
Microsoft’s Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data
End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification
Marian: Fast Neural Machine Translation in C++
MTNT: A Testbed for Machine Translation of Noisy Text
The University of Edinburgh’s Submissions to the WMT19 News Translation Task
Microsoft Research Asia’s Systems for WMT19
Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System Report
On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models
Combining Local and Document-Level Context: The LMU Munich Neural Machine Translation System at WMT19
Neural Text Generation from Rich Semantic Representations
The LMU Munich Unsupervised Machine Translation System for WMT19
Integration of Dubbing Constraints into Machine Translation

https://github.com/stevenxxiu/senti
UNIMELB at SemEval-2016 Tasks 4A and 4B: An Ensemble of Neural Networks and a Word2Vec Based Model for Sentiment Classification

https://github.com/m-popovic/imdb-corpus-for-MT
Building English-to-Serbian Machine Translation System for IMDb Movie Reviews

http://github.com/EFord36/normalise
A Text Normalisation System for Non-Standard English Words

https://github.com/BuzzFeedNews/
SemEval-2019 Task 4: Hyperpartisan News Detection

https://github.com/ZeerakW/
CiTIUS-COLE at SemEval-2019 Task 5: Combining Linguistic Features to Identify Hate Speech Against Immigrants and Women on Multilingual Tweets
Abusive Language Detection with Graph Convolutional Networks

http://github.com/CogComp/cogcomp-nlp
CogCompNLP: Your Swiss Army Knife for NLP

https://github.com/Orange-OpenSource/lexical-corrector
Handling Normalization Issues for Part-of-Speech Tagging of Online Conversational Text

https://github.com/HftAssistedGrading/moodle-plugin-
Short Answer Grading: When Sorting Helps and When it Doesn’t

https://github.com/Maluuba-/nlg-eval
Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation

https://github.com/ns-moosavi/coval
Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary Detection

https://github.com/steveash/NETransliteration-COLING2018
Design Challenges in Named Entity Transliteration

https://github.com/mdelhoneux/oDETTE/
Should Have, Would Have, Could Have. Investigating Verb Group Representations for Parsing with Universal Dependencies.

https://github.com/gsi-upm/
A Linked Data Model for Multimodal Sentiment and Emotion Analysis
GSI-UPM at SemEval-2019 Task 5: Semantic Similarity and Word Embeddings for Multilingual Detection of Hate Speech Against Immigrants and Women on Twitter

https://github.com/johann-petrak/
An Extensible Multilingual Open Source Lemmatizer

https://github.com/stangelid/milnet-sent
Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis

http://karpathy.github.io/2015/05/21/rnn
Boosting Information Extraction Systems with Character-level Neural Networks and Free Noisy Supervision

https://github.com/syxu828/QuestionAnsweringOverFB/
Knowledge Base Question Answering via Encoding of Complex Query Graphs

https://github.com/pdsujnow/cc-kmeans
Distance Metric Learning for Aspect Phrase Grouping

https://github.com/daiquocnguyen/CapsE
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization

https://github.com/AAAton/herd
A Multilingual Entity Linker Using PageRank and Semantic Graphs

https://github.com/gplatono/SRP/tree/master/blender
Computational Models for Spatial Prepositions

https://github.com/hardik-vala/
Annotating Characters in Literary Corpora: A Scheme, the CHARLES Tool, and an Annotated Novel

https://github.com/snukky/Appraise
Human Evaluation of Grammatical Error Correction Systems

https://github.com/neubig/egret
Neural Reranking Improves Subjective Quality of Machine Translation: NAIST at WAT2015
Forest-to-String SMT for Asian Language Translation: NAIST at WAT 2014

http://github.com/stanojevic/beer
Results of the WMT17 Metrics Shared Task
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/NLPIR-team/
Detecting negation scope is easy, except when it isn’t

https://github.com/BelalC/sign2text
Transfer Learning for British Sign Language Modelling

https://github.com/bjerva/animacy
Multi-class Animacy Classification with Semantic Features

https://github.com/INL/BlackLab/wiki
Nederlab: Towards a Single Portal and Research Environment for Diachronic Dutch Text Corpora

https://github.com/kaldi-asr/kaldi/tree/
Robust Document Representations for Cross-Lingual Information Retrieval in Low-Resource Settings

https://github.com/EUDAT-GEF/GEF
Handling Big Data and Sensitive Data Using EUDAT’s Generic Execution Framework and the WebLicht Workflow Engine.

https://github.com/facebookresearch/CommAI-env
ParlAI: A Dialog Research Software Platform

https://github.com/YinpeiDai/NAUM
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy

https://github.com/amore-upf/
AMORE-UPF at SemEval-2018 Task 4: BiLSTM with Entity Library
Putting Words in Context: LSTM Language Models and Lexical Ambiguity

https://hfst.github.io/
Aligning phonemes using finte-state methods

http://bmcfee.github.io/librosa
Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception

https://eddy0613.github.io/;
Deep Learning for Conversational AI

https://github.com/marenger/negtool
An open-source tool for negation detection: a maximum-margin approach

https://github.com/echernyak/filter
Comparison of String Similarity Measures for Obscenity Filtering

https://github.com/clulab/eidos
Eidos, INDRA, & Delphi: From Free Text to Executable Causal Models

https://status.github.com/messages/2013-07-29
Expectation-Regulated Neural Model for Event Mention Extraction

http://github.com/sagae/nndep
Efficient Structured Inference for Transition-Based Parsing with Neural Networks and Error States

https://github.com/OpenSextant/
JATE 2.0: Java Automatic Term Extraction with Apache Solr

https://github.com/AnneDirkson/
Transfer Learning for Health-related Twitter Data

https://gist.github.com/quadrismegistus/
Learning Diachronic Analogies to Analyze Concept Change

https://github.com/paigecm/
A Context-Aware Approach for Detecting Worth-Checking Claims in Political Debates

https://github.com/dkpro/dkpro-uby/tree/
Sense-annotating a Lexical Substitution Data Set with Ubyline

https://github.com/clab/cnn
Semi Supervised Preposition-Sense Disambiguation using Multilingual Data
evision PDF of 'LSTM Shift-Reduce CCG Parsing
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss
Keystroke dynamics as signal for shallow syntactic parsing
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures
A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method
Global Neural CCG Parsing with Optimality Guarantees
CoastalCPH at SemEval-2016 Task 11: The importance of designing your Neural Networks right
Context-Sensitive Lexicon Features for Neural Sentiment Analysis
Learning when to trust distant supervision: An application to low-resource POS tagging using cross-lingual projection
LibN3L:A Lightweight Package for Neural NLP
Improving Sequence to Sequence Learning for Morphological Inflection Generation: The BIU-MIT Systems for the SIGMORPHON 2016 Shared Task for Morphological Reinflection

https://github.com/marytts/gradle-marytts-lexicon-
Creating New Language and Voice Components for the Updated MaryTTS Text-to-Speech Synthesis Platform

https://github.com/shilad/PyVowpal
BUT-TYPED: Using domain knowledge for computing typed similarity

https://dkpro.github.io/dkpro-statistics/
Bridging the gap between extractive and abstractive summaries: Creation and evaluation of coherent extracts from heterogeneous sources

https://github.com/sorgerlab/indra
Eidos, INDRA, & Delphi: From Free Text to Executable Causal Models

https://github.com/adbar/microblog-explorer
Crawling microblogging services to gather language-classified URLs. Workflow and case study

https://github.com/yyaghoobzadeh/figment
Representation Learning of Entities and Documents from Knowledge Base Descriptions

https://github.com/mlbright/edmonds
OCLSP at SemEval-2016 Task 9: Multilayered LSTM as a Neural Semantic Dependency Parser

https://github.com/phatpiglet/autocorrec
JCTICOL at SemEval-2019 Task 6: Classifying Offensive Language in Social Media using Deep Learning Methods, Word/Character N-gram Features, and Preprocessing Methods

https://github.com/daormar/thot
Online Learning for Statistical Machine Translation
Online Automatic Post-editing for MT in a Multi-Domain Translation Environment
The New Thot Toolkit for Fully-Automatic and Interactive Statistical Machine Translation

https://badripatro.github.io/Question-Paraphrases/
Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator

https://github.com/moses-smt
Advances in Pre-Training Distributed Word Representations
Word Representation Models for Morphologically Rich Languages in Neural Machine Translation
Character-level Chinese-English Translation through ASCII Encoding
Collecting domain specific data for MT: an evaluation of the ParaCrawlpipeline

https://github.com/rlsummerscales/
Leveraging coreference to identify arms in medical abstracts: An experimental study

https://github.com/cocoxu/
Gathering and Generating Paraphrases from Twitter with Application to Normalization
Learning Simplifications for Specific Target Audiences
BLEU is Not Suitable for the Evaluation of Text Simplification
Simple and Effective Text Simplification Using Semantic and Neural Methods
Extracting Lexically Divergent Paraphrases from Twitter
SemEval-2015 Task 1: Paraphrase and Semantic Similarity in Twitter (PIT)
Exploring Neural Text Simplification Models

http://github.com/ufal/neuralmonkey
Input Combination Strategies for Multi-Source Transformer Decoder
Deeper Machine Translation and Evaluation for German
Attention Strategies for Multi-Source Sequence-to-Sequence Learning

https://github.com/shtoshni92/
Parsing Speech: a Neural Approach to Integrating Lexical and Acoustic-Prosodic Information

http://academiasinicanlplab.github.io/
ANTUSD: A Large Chinese Sentiment Dictionary
Enabling Transitivity for Lexical Inference on Chinese Verbs Using Probabilistic Soft Logic

https://github.com/mynlp/optsr
Optimal Shift-Reduce Constituent Parsing with Structured Perceptron

http://spyysalo.github.io/conllu.js/
Udapi: Universal API for Universal Dependencies

https://github.com/iapucp/backcorp
Assessing Back-Translation as a Corpus Generation Strategy for non-English Tasks: A Study in Reading Comprehension and Word Sense Disambiguation

https://github.com/isnowfy/snownlp
Towards a Universal Sentiment Classifier in Multiple languages

https://github.com/clld/
Concepticon: A Resource for the Linking of Concept Lists

https://github.com/malihealikhani/Arrows_are_Verbs
Arrows are the Verbs of Diagrams

https://github.com/spyysalo/
Evaluation of a Sequence Tagging Tool for Biomedical Texts

https://github.com/AlexYangLi/DMT
Naive Bayes and BiLSTM Ensemble for Discriminating between Mainland and Taiwan Variation of Mandarin Chinese

https://github.com/lrank/Domain_Robust_
What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training

https://github.com/tkyf/jpair
Towards Automatic Error Type Classification of Japanese Language Learners’ Writings

https://github.com/aemami1/Wino-Knowledge-Hunter
A Knowledge Hunting Framework for Common Sense Reasoning

https://github.com/anlausch/ArguminSci
ArguminSci: A Tool for Analyzing Argumentation and Rhetorical Aspects in Scientific Writing

http://github.com/elliottd/imagination
Imagination Improves Multimodal Translation

https://github.com/chun5212021202/
Supervised and Unsupervised Transfer Learning for Question Answering

https://github.com/ml4ai/delphi
Eidos, INDRA, & Delphi: From Free Text to Executable Causal Models

https://github.com/KChikai/
Responsive and Self-Expressive Dialogue Generation

https://github.com/LantaoYu/SeqGAN/
Jointly Measuring Diversity and Quality in Text Generation Models

https://github.com/ims-teamlab2018/
BrainT at IEST 2018: Fine-tuning Multiclass Perceptron For Implicit Emotion Classification

https://github.com/clarkkev/
Use Generalized Representations, But Do Not Forget Surface Features

https://github.com/salesforce/awd-lstm-lm
Input-to-Output Gate to Improve RNN Language Models
Direct Output Connection for a High-Rank Language Model
Identifying and Reducing Gender Bias in Word-Level Language Models

https://github.com/guillaumegenthial/tf
Joint Approach to Deromanization of Code-mixed Texts

https://github.com/dariusk/corpora
Narrative Generation in the Wild: Methods from NaNoGenMo

https://github.com/IllinoisCogComp/
EDISON: Feature Extraction for NLP, Simplified

https://github.com/GarrettNicolai/m2m
Combining Neural and Non-Neural Methods for Low-Resource Morphological Reinflection

http://hohocode.github.io/textSimilarityConvNet/
Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks

https://github.com/dasmith/stanford-corenlp-python
Back to Basics for Monolingual Alignment: Exploiting Word Similarity and Contextual Evidence

https://github.com/tmikolov/word2vec/
Japanese to English/Chinese/Korean Datasets for Translation Quality Estimation and Automatic Post-Editing
Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic Evaluation

https://github.com/datasets/
Modeling Global Syntactic Variation in English Using Dialect Classification

https://github.com/ibeltagy/rrr
Representing Meaning with a Combination of Logical and Distributional Models

https://github.com/karlneergaard/Mandarin-Neighborhood-Statistics
Database of Mandarin Neighborhood Statistics

https://github.com/tommasoc80/EventStoryLine
Modeling Document-level Causal Structures for Event Causal Relation Identification

https://github.com/o0laika0o/CNN-LSTM-CRF-for-cQA-answer-tagging
Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF

https://github.com/seirasto/twitter_
SemEval-2017 Task 4: Sentiment Analysis in Twitter

https://github.com/nusnlp/paraphrasing-squad
Improving the Robustness of Question Answering Systems to Question Paraphrasing

https://github.com/shutterstock/List-of-Dirty-Naughty-
UPF-taln: SemEval 2015 Tasks 10 and 11. Sentiment Analysis of Literal and Figurative Language in Twitter

https://github.com/dialogue-evaluation/AGRR-2019
AGRR 2019: Corpus for Gapping Resolution in Russian

https://github.com/monikaUPF
Praat on the Web: An Upgrade of Praat for Semi-Automatic Speech Annotation

https://github.com/jbarnesspain/domain_blse
Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains

https://github.com/INGEOTEC/microTC
INGEOTEC at SemEval-2018 Task 1: EvoMSA and μTC for Sentiment Analysis

https://github.com/chinese-poetry/
TIGS: An Inference Algorithm for Text Infilling with Gradient Search

https://github.com/kiyukuta/lencon
Controlling Output Length in Neural Encoder-Decoders

https://github.com/msang/
An Italian Twitter Corpus of Hate Speech against Immigrants

https://github.com/timjogorman/Multisentence-AMR-guidelines/
AMR Beyond the Sentence: the Multi-sentence AMR corpus

http://github.com/GU-CLASP/FraCoq
A Type-Theoretical system for the FraCaS test suite: Grammatical Framework meets Coq

https://github.com/fra82/
SemEval 2018 Task 2: Multilingual Emoji Prediction

https://github.com/tensorflow
Neural Machine Translation of Logographic Language Using Sub-character Level Information

https://github.com/yikangshen/PRPN
Grammar Induction with Neural Language Models: An Unusual Replication
Generating Sentences from Disentangled Syntactic and Semantic Spaces
Compound Probabilistic Context-Free Grammars for Grammar Induction
Visually Grounded Neural Syntax Acquisition

https://github.com/aoboturov/
System Description of Supervised and Unsupervised Neural Machine Translation Approaches from “NL Processing” Team at DeepHack.Babel Task

https://thrust.github.io/
Composing Finite State Transducers on GPUs

https://github.com/rwth-i6/returnn-experiments/tree/
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition

https://github.com/adrianlopezroche/fdupes
Manual vs Automatic Bitext Extraction

https://github.com/nyu-mll/jiant/
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling

https://github.com/cltl/positive-interpretations
Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class Imbalance

https://github.com/mosessmt/mosesdecoder
A3-108 Machine Translation System for LoResMT 2019

https://github.com/VahidooX/DeepCCA
Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction

https://github.com/tmu-nlp/pmi-ppdb
MIPA: Mutual Information Based Paraphrase Acquisition via Bilingual Pivoting

https://github.com/EdwardRaff/JSAT
Argument Mining: Extracting Arguments from Online Dialogue

https://github.com/nmrksic/counter-fitting/blob/master/word_vectors/
Encoding Sentiment Information into Word Vectors for Sentiment Analysis

https://github.com/tolga-b/debiaswe
Understanding Undesirable Word Embedding Associations
Debiasing Embeddings for Reduced Gender Bias in Text Classification
Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques
Gender-preserving Debiasing for Pre-trained Word Embeddings

https://github.com/brightmart/text_
Joint Multi-Label Attention Networks for Social Text Annotation

https://github.com/jhdeov/RedTyp
Modeling Reduplication with 2-way Finite-State Transducers

https://github.com/spyysalo/nxml2txt
End-to-End System for Bacteria Habitat Extraction
Syntactic analyses and named entity recognition for PubMed and PubMed Central — up-to-the-minute

https://github.com/vaskonov/tutorial
The Negochat Corpus of Human-agent Negotiation Dialogues

https://github.com/verypluming/HELP
HELP: A Dataset for Identifying Shortcomings of Neural Models in Monotonicity Reasoning

https://github.com/fxshy/jieba
Modeling Localness for Self-Attention Networks

https://github.com/carpedm20/emoji/blob/e7bff32/emoji/
IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations

https://github.com/romanows/WordSequenceAligner
Exploiting the Human Computational Effort Dedicated to Message Reply Formatting for Training Discursive Email Segmenters

https://github.com/jiali-ms/JLM
Enabling Real-time Neural IME with Incremental Vocabulary Selection

https://propbank.github.io
Gold Standard Annotations for Preposition and Verb Sense with Semantic Role Labels in Adult-Child Interactions

https://github.com/asgordon/TriangleCOPA
Improving Fluency in Narrative Text Generation With Grammatical Transformations and Probabilistic Parsing

https://github.com/bsalehi/
Detecting Non-compositional MWE Components using Wiktionary

https://github.com/chakki-works/sumeval
Global Optimization under Length Constraint for Neural Text Summarization

https://github.com/peldszus/
Parallel Discourse Annotations on a Corpus of Short Texts
Argumentative texts and clause types
Aligning Discourse and Argumentation Structures using Subtrees and Redescription Mining

https://github.com/thunlp/SE-WRL-SAT
Modeling Semantic Compositionality with Sememe Knowledge

https://github.com/tensorflow/workshops/blob/master/
An Arabic Multi-Domain Spoken Language Understanding System

https://github.com/jujbob/multilingual-models
Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models

https://github.com/reubenharry/
Lost in Machine Translation: A Method to Reduce Meaning Loss

https://github.com/uclmr/jack/
Jack the Reader – A Machine Reading Framework

https://github.com/fnielsen/afinn
Subversive Toxicity Detection using Sentiment Information

https://github.com/hitwsl/transition
Transition-Based Disfluency Detection using LSTMs

https://github.com/openeventdata/petrarch2
Generating Politically-Relevant Event Data
Automated Acquisition of Patterns for Coding Political Event Data: Two Case Studies

https://github.com/languagetool-org/
AudioCaps: Generating Captions for Audios in The Wild

https://github.com/jimregan/
Free/Open Source Shallow-Transfer Based Machine Translation for Spanish and Aragonese

https://github.com/Georgetown-IR-Lab/
GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification

http://github.com/ajaech/calm
Low-Rank RNN Adaptation for Context-Aware Language Modeling

http://github.com/
Predicting Grammaticality on an Ordinal Scale
Dependency Parsing as Head Selection
OpenNMT: Neural Machine Translation Toolkit
Exploring the Impact of Pragmatic Phenomena on Irony Detection in Tweets: A Multilingual Corpus Study
Paradigm Completion for Derivational Morphology
Augmenting FrameNet Via PPDB
A Large Scale Quantitative Exploration of Modeling Strategies for Content Scoring
Fake news stance detection using stacked ensemble of classifiers
Translation Assistance by Translation of L1 Fragments in an L2 Context
Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks
RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
OpenNMT: Open-Source Toolkit for Neural Machine Translation
Classifying Tweet Level Judgements of Rumours in Social Media
Visual Error Analysis for Entity Linking
University of Rochester WMT 2017 NMT System Submission
Unified Pragmatic Models for Generating and Following Instructions
The German Reference Corpus DeReKo: New Developments – New Opportunities
A Corpus of Non-Native Written English Annotated for Metaphor
UDPipe 2.0 Prototype at CoNLL 2018 UD Shared Task
Learning to Compose Neural Networks for Question Answering
Transforming Dependency Structures to Logical Forms for Semantic Parsing
Building Better Open-Source Tools to Support Fairness in Automated Scoring
Efficient parsing with Linear Context-Free Rewriting Systems
Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships
Multimodal Word Distributions
Parameterized context windows in Random Indexing
ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling
pigeo: A Python Geotagging Tool
SimSem: Fast Approximate String Matching in Relation to Semantic Category Disambiguation
Identifying Semantic Divergences in Parallel Text without Annotations
Quantifying the role of discourse topicality in speakers’ choices of referring expressions
Speech- and Text-driven Features for Automated Scoring of English Speaking Tasks
A Multilingual, Multi-style and Multi-granularity Dataset for Cross-language Textual Similarity Detection
Roles and Success in Wikipedia Talk Pages: Identifying Latent Patterns of Behavior
Semantic Change and Emerging Tropes In a Large Corpus of New High German Poetry
SemBleu: A Robust Metric for AMR Parsing Evaluation
From News to Medical: Cross-domain Discourse Segmentation
FreebaseQA: A New Factoid QA Data Set Matching Trivia-Style Question-Answer Pairs with Freebase
Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
Better Word Embeddings by Disentangling Contextual n-Gram Information

https://github.com/eponvert/upparse
Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction
Unsupervised Grammar Induction with Depth-bounded PCFG

https://gist.github.com/ihsgnef/
Large-scale Cloze Test Dataset Created by Teachers

https://github.com/jferguson144/NewsCluster
Semi-Supervised Event Extraction with Paraphrase Clusters

https://langdoc.github.io/IKDP-2
The First Komi-Zyrian Universal Dependencies Treebanks

https://github.com/wellner/jcarafe
Discriminating Non-Native English with 350 Words

https://github.com/chardmeier/docent/wiki
Docent: A Document-Level Decoder for Phrase-Based Statistical Machine Translation

https://github.com/camomile-project/
The CAMOMILE Collaborative Annotation Platform for Multi-modal, Multi-lingual and Multi-media Documents

https://github.com/jacopofar/italian-nlp-library
Acquiring Opposition Relations among Italian Verb Senses using Crowdsourcing

https://github.com/rspeer/wiki2text
Towards Language Agnostic Universal Representations

https://github.com/yuri-bizzoni/
Predicting Human Metaphor Paraphrase Judgments with Deep Neural Networks

http://github.com/Mvanerp/
Offspring from Reproduction Problems: What Replication Failure Teaches Us

https://github.com/isi-nlp/Zoph_RNN
Addressing Troublesome Words in Neural Machine Translation

https://github.com/michellemorales/
A Linguistically-Informed Fusion Approach for Multimodal Depression Detection

https://github.com/tensorflow/models/tree/master/lm
Named Entity Recognition with Stack Residual LSTM and Trainable Bias Decoding

https://github.com/ketranm/sa-nmt
Inducing Grammars with and for Neural Machine Translation

https://tudarmstadt-lt.github.io/
Domain-Specific Corpus Expansion with Focused Webcrawling

https://github.com/rhan1207/ConditionalEmbeddings
Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop

https://github.com/Alveo/alveo-java-rest-api
Integrating UIMA with Alveo, a human communication science virtual laboratory

https://github.com/ari9dam/MathStudent
Learning To Use Formulas To Solve Simple Arithmetic Problems

https://github.com/langcomp/vectoraut
Detecting Language Impairments in Autism: A Computational Analysis of Semi-structured Conversations with Vector Semantics

https://github.com/qkaren/
Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading

https://github.com/amarshah/complex_
Low-rank passthrough neural networks

https://tensorflow.github.io/
Neural Machine Translation with the Transformer and Multi-Source Romance Languages for the Biomedical WMT 2018 task

https://github.com/adishalev/SNACS
Preparing SNACS for Subjects and Objects

https://github.com/mega002/DocQN
Learning to Search in Long Documents Using Document Structure

https://github.com/TopicLabeling/tldb
A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing

https://github.com/SamihYounes/
Multilingual Multi-class Sentiment Classification Using Convolutional Neural Networks

https://github.com/ruyimarone/
Character Eyes: Seeing Language through Character-Level Taggers

https://github.com/nschneid/nanni/wiki/
A Corpus of Preposition Supersenses

https://github.com/d-ataman/lmvr
Neural Machine Translation for English–Kazakh with Morphological Segmentation and Synthetic Data

https://bibliome.github.io/alvisnlp/
Combining rule-based and embedding-based approaches to normalize textual entities with an ontology

https://github.com/bishanyang/
Joint Extraction of Events and Entities within a Document Context

https://github.com/malllabiisc/entity-centric-
An Entity-centric Approach for Overcoming Knowledge Graph Sparsity

https://github.com/saleiro/
FEUP at SemEval-2017 Task 5: Predicting Sentiment Polarity and Intensity with Financial Word Embeddings

http://phoible.github.io/conventions/
BDPROTO: A Database of Phonological Inventories from Ancient and Reconstructed Languages

https://github.com/allenai/allennlp/
Word-Node2Vec: Improving Word Embedding with Document-Level Non-Local Word Co-occurrences
UNH at SemEval-2019 Task 12: Toponym Resolution in Scientific Papers

https://github.com/pabitralenka/
IITP at IJCNLP-2017 Task 4: Auto Analysis of Customer Feedback using CNN and GRU Network

https://github.com/morfologik/morfologik-stemming
Extraction and Recognition of Polish Multiword Expressions using Wikipedia and Finite-State Automata
IXA pipeline: Efficient and Ready to Use Multilingual NLP tools
Multilingual, Efficient and Easy NLP Processing with IXA Pipeline

https://hubot.github.com/
System Utterance Generation by Label Propagation over Association Graph of Words and Utterance Patterns for Open-Domain Dialogue Systems

https://github.com/aritter/twitter_nlp/blob/master/data/annotated/chunk.txt
Feature-Rich Twitter Named Entity Recognition and Classification

https://github.com/sleepinyourhat/
The Importance of Being Recurrent for Modeling Hierarchical Structure
Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences

https://github.com/StevenLOL/vardial2018_dfs_stevendu2018
STEVENDU2018’s system in VarDial 2018: Discriminating between Dutch and Flemish in Subtitles

https://github.com/mataney/
Question Answering as an Automatic Evaluation Metric for News Article Summarization

http://github.com/biomedical-translation-corpora/corpora
Parallel Corpora for the Biomedical Domain

https://github.com/summarization
Toward Abstractive Summarization Using Semantic Representations

https://github.com/zhyack/SCC
Automated Chess Commentator Powered by Neural Chess Engine

https://github.com/mozilla/
OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models

https://github.com/tesseract-ocr/langdata
Training & Quality Assessment of an Optical Character Recognition Model for Northern Haida

https://github.com/gamallo/Perplexity
Measuring language distance among historical varieties using perplexity. Application to European Portuguese.

https://github.com/moses-smt/mosesdecod
Fully Character-Level Neural Machine Translation without Explicit Segmentation

https://github.com/timjogorman/
Open-Domain Event Detection using Distant Supervision
Interoperable Annotation of Events and Event Relations across Domains
Proceedings 14th Joint ACL - ISO Workshop on Interoperable Semantic Annotation

https://github.com/attardi/nlpnet
UniPi: Recognition of Mentions of Disorders in Clinical Text

https://github.com/ixa-ehu/
VUACLTL at SemEval 2016 Task 12: A CRF Pipeline to Clinical TempEval
Two Architectures for Parallel Processing of Huge Amounts of Text
Building Named Entity Recognition Taggers via Parallel Corpora
SemEval-2016 Task 2: Interpretable Semantic Textual Similarity

https://github.com/conversationai/
Reducing Gender Bias in Abusive Language Detection
Incorporating Priors with Feature Attribution on Text Classification

https://github.com/DialRC/PortalAPI
DialCrowd: A toolkit for easy dialog system assessment

http://ckirov.github.io/UniMorph/
Very-large Scale Parsing and Normalization of Wiktionary Morphological Paradigms
Remote Elicitation of Inflectional Paradigms to Seed Morphological Analysis in Low-Resource Languages

https://github.com/seinecle/Umigon/blob/master/src/java/Class
Umigon: sentiment analysis for tweets based on terms lists and heuristics

https://github.com/huggingface/pytorch-pretrained-
Using Contextual Representations for Suicide Risk Assessment from Internet Forums
Figure Eight at SemEval-2019 Task 3: Ensemble of Transfer Learning Methods for Contextual Emotion Detection
Fact or Factitious? Contextualized Opinion Spam Detection
Team Howard Beale at SemEval-2019 Task 4: Hyperpartisan News Detection with BERT
Harvey Mudd College at SemEval-2019 Task 4: The Clint Buchanan Hyperpartisan News Detector
On GAP Coreference Resolution Shared Task: Insights from the 3rd Place Solution
Multi-Task Deep Neural Networks for Natural Language Understanding
Probing Neural Network Comprehension of Natural Language Arguments
Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations
UM-IU@LING at SemEval-2019 Task 6: Identifying Offensive Tweets Using BERT and SVMs
Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis
Attention Is (not) All You Need for Commonsense Reasoning

https://github.com/jmnybl/
Turku: Semantic Dependency Parsing as a Sequence Classification

http://www.github.com/attapol/conll16st
CoNLL 2016 Shared Task on Multilingual Shallow Discourse Parsing

https://github.com/somnat/Hindi-Word-Prosody-Hindi-
Deriving Word Prosody from Orthography in Hindi

https://github.com/kth-social-robotics/
Crowdsourced Multimodal Corpora Collection Tool
FARMI: A FrAmework for Recording Multi-Modal Interactions

https://github.com/dallascard/media_
The Media Frames Corpus: Annotations of Frames Across Issues

https://github.com/rktamplayo/HCSC
Cold-Start Aware User and Product Attention for Sentiment Classification

https://github.com/windweller/L2EWeb
Learning to Explain: Answering Why-Questions via Rephrasing

https://github.com/ffnlp/sethr/blob/
New Inflectional Lexicons and Training Corpora for Improved Morphosyntactic Annotation of Croatian and Serbian

http://github.com/qingsongma/blend
Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations
RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation Evaluation
Results of the WMT17 Metrics Shared Task

https://github.com/EdCo95/
A Supervised Approach to Extractive Summarisation of Scientific Papers

https://github.com/MMesgar/lcg
Discourse Coherence in the Wild: A Dataset, Evaluation and Methods

https://github.com/rali-udem/JSrealB
JSrealB: A Bilingual Text Realizer for Web Programming

https://github.com/LeonieWeissweiler/CISTEM
An Automatic Error Tagger for German

https://github.com/ChenglongChen/tensorflow-DeepFM
Deep Factorization Machines for Knowledge Tracing

https://github.com/freesunshine0316/semantic-nmt
Semantic Neural Machine Translation Using AMR

https://github.com/coetaur0/ESIM
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection

https://github.com/clab/rnng
LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them Better
Unsupervised Recurrent Neural Network Grammars

https://github.com/jiangycTarheel/
Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA

https://github.com/wlin12/wang2vec
Evaluation of Word Vector Representations by Subspace Alignment
State-of-the-art Chinese Word Segmentation with Bi-LSTMs
Word Ordering as Unsupervised Learning Towards Syntactically Plausible Word Representations
TTI-COIN at SemEval-2017 Task 10: Investigating Embeddings for End-to-End Relation Extraction from Scientific Papers
INESC-ID at SemEval-2016 Task 4-A: Reducing the Problem of Out-of-Embedding Words
Two/Too Simple Adaptations of Word2Vec for Syntax Problems
Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces

https://github.com/DevSinghSachan/multilingual_nmt
Parameter Sharing Methods for Multilingual Self-Attentional Translation Models

http://github.com/jhclark/cdec
Locally Non-Linear Learning for Statistical Machine Translation via Discretization and Structured Regularization

https://github.com/dainis-boumber/AA
Experiments with Convolutional Neural Networks for Multi-Label Authorship Attribution

https://dbpedia-spotlight.github.io/demo/
A Regional News Corpora for Contextualized Entity Discovery and Linking

https://github.com/guyemerson/WeSciencePP
Leveraging a Semantically Annotated Corpus to Disambiguate Prepositional Phrase Attachment

https://github.com/manexagirrezabal/
A Comparison of Feature-Based and Neural Scansion of Poetry

https://github.com/t-davidson/hate-speech-and-
Learning Representations for Detecting Abusive Language

https://github.com/y95847frank/GenSense
GenSense: A Generalized Sense Retrofitting Model

https://github.com/emjotde/
The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMT

http://github.com/ufal/auto-hume
Results of the WMT17 Metrics Shared Task

https://github.com/kylebgorman/Prosodylab-Aligner
LingSync & the Online Linguistic Database: New Models for the Collection and Management of Data for Language Communities, Linguists and Language Learners

https://github.com/Comcast/SyntaViz
SyntaViz: Visualizing Voice Queries through a Syntax-Driven Hierarchical Ontology

https://allenai.github.io/
Uni-DUE Student Team: Tackling fact checking through decomposable attention neural network

https://github.com/nickyringland/nested
NNE: A Dataset for Nested Named Entity Recognition in English Newswire

https://github.com/schmaR/relvis
WiRe57 : A Fine-Grained Benchmark for Open Information Extraction

https://github.com/perdisci/jbirch
Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language

https://github.com/pushkarmishra/
Abusive Language Detection with Graph Convolutional Networks

https://github.com/fxsjy/jieba
Video Highlights Detection and Summarization with Lag-Calibration based on Concept-Emotion Mapping of Crowdsourced Time-Sync Comments
The University of Edinburgh’s Neural MT Systems for WMT17
Investigating the Influence of Bilingual MWU on Trainee Translation Quality
A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition
Chinese Grammatical Error Diagnosis System Based on Hybrid Model
Overview for the First Shared Task on Language Identification in Code-Switched Data
Detecting Common Discussion Topics Across Culture From News Reader Comments
Chengyu Cloze Test
The United Nations Parallel Corpus v1.0
Combining Lexical and Semantic-based Features for Answer Sentence Selection
User Embedding for Scholarly Microblog Recommendation
The AFRL-MITLL WMT17 Systems: Old, New, Borrowed, BLEU
Linguistic Characteristics of Censorable Language on SinaWeibo
Emotion Corpus Construction Based on Selection from Hashtags
命名實體識別運用於產品同義詞擴增(Using Named Entity Recognition Increases the Synonym of Products)[In Chinese]
Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning
An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking
Learning with Structured Representations for Negation Scope Extraction
Learning Multilingual Topics from Incomparable Corpora
An Empirical Study on Sentiment Classification of Chinese Review using Word Embedding
The University of Cambridge’s Machine Translation Systems for WMT18
Detecting “Smart” Spammers on Social Network: A Topic Model Approach
A Telecom-Domain Online Customer Service Assistant Based on Question Answering with Word Embedding and Intent Classification
zNLP: Identifying Parallel Sentences in Chinese-English Comparable Corpora
NICT’s Neural and Statistical Machine Translation Systems for the WMT18 News Translation Task
Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text
Neural Machine Translation of Logographic Language Using Sub-character Level Information
Accurate Pinyin-English Codeswitched Language Identification
A Multilingual Dataset for Evaluating Parallel Sentence Extraction from Comparable Corpora
Neural Hidden Markov Model for Machine Translation
The RWTH Aachen University Supervised Machine Translation Systems for WMT 2018
Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision
A Short Answer Grading System in Chinese by Support Vector Approach
F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media
Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization
The University of Edinburgh’s Submissions to the WMT18 News Translation Task
A Study of Reinforcement Learning for Neural Machine Translation
Learning Chinese Word Representations From Glyphs Of Characters
Evaluating Machine Translation Performance on Chinese Idioms with a Blacklist Method
Word Co-occurrence Augmented Topic Model in Short Text
A system for fine-grained aspect-based sentiment analysis of Chinese
Character-level Chinese-English Translation through ASCII Encoding
STCP: Simplified-Traditional Chinese Conversion and Proofreading
The University of Maryland’s Chinese-English Neural Machine Translation Systems at WMT18
CYUT-III Team Chinese Grammatical Error Diagnosis System Report in NLPTEA-2018 CGED Shared Task
The University of Edinburgh’s Submissions to the WMT19 News Translation Task
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test
Segmentation-free compositional n-gram embedding-gram embedding
Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-ray Reports
Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information
Treat the Word As a Whole or Look Inside? Subword Embeddings Model Language Change and Typology
End-to-End Neural Context Reconstruction in Chinese Dialogue
Analyzing Bayesian Crosslingual Transfer in Topic Models
Sequential Attention with Keyword Mask Model for Community-based Question Answering
Baidu Neural Machine Translation Systems for WMT19
Lattice Transformer for Speech Translation
Microsoft Research Asia’s Systems for WMT19
STAC: Science Toolkit Based on Chinese Idiom Knowledge Graph
International Journal of Computational Linguistics & Chinese Language Processing, Volume 20, Number 2, December 2015 - Special Issue on Selected Papers from ROCLING XXVII
Bridging the Gap: Improve Part-of-speech Tagging for Chinese Social Media Texts with Foreign Words
Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features
Stochastic Tokenization with a Language Model for Neural Text Classification
A Comparison on Fine-grained Pre-trained Embeddings for the WMT19Chinese-English News Translation Task
Automatic Generation of Personalized Comment Based on User Profile
NICT’s Supervised Neural Machine Translation Systems for the WMT19 News Translation Task
Frequency vs. Association for Constraint Selection in Usage-Based Construction Grammar
Topic-Aware Neural Keyphrase Generation for Social Media Language
Is Word Segmentation Necessary for Deep Learning of Chinese Representations?

https://github.com/emorynlp/character-identification
They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking

https://github.com/huggingface/
A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization
E3: Entailment-driven Extracting and Editing for Conversational Machine Reading
Gendered Pronoun Resolution using BERT and an Extractive Question Answering Formulation
Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning
IIT-KGP at MEDIQA 2019: Recognizing Question Entailment using Sci-BERT stacked with a Gradient Boosting Classifier
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors
DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain
SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking
BUT-FIT at SemEval-2019 Task 7: Determining the Rumour Stance with Pre-Trained Deep Bidirectional Transformers
KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue
Measuring text readability with machine comprehension: a pilot study
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning
Unsupervised Question Answering by Cloze Translation
Analyzing the Structure of Attention in a Transformer Language Model
Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments
Multi-hop Reading Comprehension through Question Decomposition and Rescoring
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling
Approaching SMM4H with Merged Models and Multi-task Learning
KU_ai at MEDIQA 2019: Domain-specific Pre-training and Transfer Learning for Medical NLI
A Surprisingly Robust Trick for the Winograd Schema Challenge
Ranking of Potential Questions
Transfer Learning from Pre-trained BERT for Pronoun Resolution
Open Sesame: Getting inside BERT’s Linguistic Knowledge
Legal Linking: Citation Resolution and Suggestion in Constitutional Law
A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension
TWEETQA: A Social Media Focused Question Answering Dataset
The AIP-Tohoku System at the BEA-2019 Shared Task
Asking the Right Question: Inferring Advice-Seeking Intentions from Personal Narratives
MIPT System for World-Level Quality Estimation
The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error Correction
Resolving Gendered Ambiguous Pronouns with BERT
BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model
Saagie at Semeval-2019 Task 5: From Universal Text Embeddings and Classical Features to Domain-specific Text Classification
UU_TAILS at MEDIQA 2019: Learning Textual Entailment in the Medical Domain
LasigeBioTM at MEDIQA 2019: Biomedical Question Answering using Bidirectional Transformers and Named Entity Recognition
Variational Pretraining for Semi-supervised Text Classification
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
Compositional Questions Do Not Necessitate Multi-hop Reasoning
Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence Pooling
TMLab SRPOL at SemEval-2019 Task 8: Fact Checking in Community Question Answering Forums
The University of Sydney’s Machine Translation System for WMT19
MSnet: A BERT-based Network for Gendered Pronoun Resolution

https://github.com/jind11/
Evaluation of Scientific Elements for Text Similarity in Biomedical Publications

https://github.com/apache/lucene-solr
Native Language Identification With Classifier Stacking and Ensembles
Norwegian Native Language Identification

https://github.com/wuch15/SemEval-2018-task2-THU
THU_NGN at SemEval-2018 Task 2: Residual CNN-LSTM Network with Attention for English Emoji Prediction

http://github.com/recski/wordsim
Measuring Semantic Similarity of Words Using Concept Networks

https://github.com/src-d/wmd-relax
Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts

https://github.com/jqnap/
Twitter Homophily: Network Based Prediction of User’s Occupation

https://github.com/jeknov/RankME
RankME: Reliable Human Ratings for Natural Language Generation
ChatEval: A Tool for Chatbot Evaluation

https://github.com/GwtMaterialDesign
A Linguistically-Informed Search Engine to Identifiy Reading Material for Functional Illiteracy Classes

https://github.com/cnap/anno-pipeline
PARMA: A Predicate Argument Aligner
Predicate Argument Alignment using a Global Coherence Model

https://github.com/besacier/ALFFA_PUBLIC
PronouncUR: An Urdu Pronunciation Lexicon Generator

https://github.com/eliorsulem/
BLEU is Not Suitable for the Evaluation of Text Simplification

https://github.com/nusnlp/
Upping the Ante: Towards a Better Benchmark for Chinese-to-English Machine Translation
Connecting the Dots: Towards Human-Level Grammatical Error Correction
Using Wikipedia Edits in Low Resource Grammatical Error Correction
The Unbearable Weight of Generating Artificial Errors for Grammatical Error Correction
TMU Transformer System Using BERT for Re-ranking at BEA 2019 Grammatical Error Correction on Restricted Track

https://github.com/Kira-D/UDapy_block_
Parse Me if You Can: Artificial Treebanks for Parsing Experiments on Elliptical Constructions

https://github.com/rsennrich/nematus/
Paradigm Completion for Derivational Morphology
Six Challenges for Neural Machine Translation

https://github.com/IllinoisCogComp/saul/blob/master/saul-core/doc/DATAMODELING.md
Better call Saul: Flexible Programming for Learning and Inference in NLP

https://github.com/thumt/THUMT
Improving the Transformer Translation Model with Document-Level Context
Modeling Localness for Self-Attention Networks
Accelerating Neural Transformer via an Average Attention Network
Shared-Private Bilingual Word Embeddings for Neural Machine Translation

https://github.com/jacoxu/StackOverflow
Short Text Clustering via Convolutional Neural Networks

https://github.com/odashi/small
Simplified Corpus with Core Vocabulary

http://noisy-text.github.io/
IITP: Hybrid Approach for Text Normalization in Twitter
IITP: Multiobjective Differential Evolution based Twitter Named Entity Recognition

https://github.com/serrasinem/FASTDial
FASTDial: Abstracting Dialogue Policies for Fast Development of Task Oriented Agents

https://github.com/kakaobrain/helo_
A Neural Grammatical Error Correction System Built On Better Pre-training and Sequential Transfer Learning

https://github.com/tingc9/LinearTemplatesSRW
Exploring Chunk Based Templates for Generating a subset of English Text

http://gcalmettes.github.io/bootstrap-tools/
Morphological Complexity Influences Verb-Object Order in Swedish Sign Language

http://hfst.github.io
Guessing lexicon entries using finite-state methods

https://github.com/harvardnlp/sent-summary
Frustratingly Easy Model Ensemble for Abstractive Summarization
BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization

https://github.com/e9t/nsmc
Subword-level Word Vector Representations for Korean
Segmentation-free compositional n-gram embedding-gram embedding

https://github.com/majineu/TWeb
Tagging The Web: Building A Robust Web Tagger with Neural Network

https://github.com/TINGH/
Draw and Tell: Multimodal Descriptions Outperform Verbal- or Sketch-Only Descriptions in an Image Retrieval Task

https://github.com/lixin4ever/
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis

http://github.com/OpenNMT/OpenNMT-py
UCSYNLP-Lab Machine Translation Systems for WAT 2018

https://github.com/yaringal/
Low-rank passthrough neural networks

https://github.com/crazydonkey200/tensorflow-char-rnn
Do Character-Level Neural Network Language Models Capture Knowledge of Multiword Expression Compositionality?

http://colah.github.io
Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network

https://github.com/mesnilgr/iclr15
Deep Markov Neural Network for Sequential Data Classification
Weighted Neural Bag-of-n-grams Model: New Baselines for Text Classification

https://github.com/hiyuricu/open_
Analysis of English Spelling Errors in a Word-Typing Game

http://github.com/fabianp/mord
Ordinal Common-sense Inference

https://github.com/RikVN/AMR
Dealing with Co-reference in Neural Semantic Parsing

https://github.com/bashthebuilder/pGlove
D-GloVe: A Feasible Least Squares Model for Estimating Word Embedding Densities

https://github.com/ryanmcgrath/twython
Automatic Classification of Tweets for Analyzing Communication Behavior of Museums
Classification of Closely Related Sub-dialects of Arabic Using Support-Vector Machines

https://github.com/ibeltagy/pl-semantics
Representing Meaning with a Combination of Logical and Distributional Models

http://github.com/ghpaetzold/quest
The role of artificially generated negative data for quality estimation of machine translation

https://github.com/sirensolutions/siren
DISCO: A System Leveraging Semantic Search in Document Review

https://github.com/rug-compling/dep-brown-cluster
From neighborhood to parenthood: the advantages of dependency representation over bigrams in Brown clustering

https://github.com/TurkuNLP/
Fully Delexicalized Contexts for Syntax-Based Word Embeddings
TurkuNLP: Delexicalized Pre-training of Word Embeddings for Dependency Parsing

https://github.com/carpedm20/emoji
NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers

https://gist.github.com/chrstnb/
GrapAL: Connecting the Dots in Scientific Literature

https://github.com/UKPLab/coling2016-genetic-swarm-MDS
A General Optimization Framework for Multi-Document Summarization Using Genetic Algorithms and Swarm Intelligence

http://gideongoldin.github.com/TurkGate/
Emilya: Emotional body expression in daily actions database

https://github.com/lephong/wnel
Boosting Entity Linking Performance by Leveraging Unlabeled Documents

https://github.com/HoenenA/
Multi Modal Distance - An Approach to Stemma Generation With Weighting

http://ucam-smt.github.io/sgnmt/html/kyoto_nmt.html
Why not be Versatile? Applications of the SGNMT Decoder for Machine Translation

https://github.com/Kyubyong/quasi-rnn
Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German

https://github.com/artetxem/vecmap/
Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs

https://github.com/castorini/MP-CNN-Torch
Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer

https://github.com/Oneplus/OpenNMT-py
Distilling Knowledge for Search-based Structured Prediction

https://github.com/coolwanglu/pdf2htmlEX
PDFdigest: an Adaptable Layout-Aware PDF-to-XML Textual Content Extractor for Scientific Articles

https://github.com/textmining-hsh/Concreteness
Predicting Word Concreteness and Imagery

https://github.com/udiNaveh/
Weakly Supervised Semantic Parsing with Abstract Examples

https://github.com/brain-research/nngp
Mitigating Uncertainty in Document Classification

https://github.com/facebookresearch/StarSpace
Using hyperbolic large-margin classifiers for biological link prediction

https://github.com/adi-sharma/RLIE
Speeding up Reinforcement Learning-based Information Extraction Training using Asynchronous Methods
Joint Modeling for Query Expansion and Information Extraction with Reinforcement Learning

https://github.com/words/
Epita at SemEval-2018 Task 1: Sentiment Analysis Using Transfer Learning Approach
SCIA at SemEval-2019 Task 3: Sentiment Analysis in Textual Conversations Using Deep Learning

https://github.com/omilab/
Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew

https://github.com/Svobikl/cr-analogy
Evaluation of Croatian Word Embeddings

https://github.com/ziliwang/
MSnet: A BERT-based Network for Gendered Pronoun Resolution

https://github.com/qbetterk/sequicity.git
Domain Adaptive Dialog Generation via Meta Learning

https://github.com/toshohirasawa/mmt-emb-init
Debiasing Word Embeddings Improves Multimodal Machine Translation

http://ghpaetzold.github.io/data/User_Studies_NNS.zip
Understanding the Lexical Simplification Needs of Non-Native Speakers of English

https://github.com/boun-tabi/BoAT
Turkish Treebanking: Unifying and Constructing Efforts

https://github.com/myleott/
Using Author Embeddings to Improve Tweet Stance Classification
Shared Tasks of the 2015 Workshop on Noisy User-generated Text: Twitter Lexical Normalization and Named Entity Recognition
Posterior calibration and exploratory analysis for natural language processing models

https://github.com/hopshackle/
Noise reduction and targeted exploration in imitation learning for Abstract Meaning Representation parsing

https://github.com/AdolfVonKleist/
Combining Phonology and Morphology for the Normalization of Historical Texts
Evaluating the Noisy Channel Model for the Normalization of Historical Texts: Basque, Spanish and Slovene
EHU at the SIGMORPHON 2016 Shared Task. A Simple Proposal: Grapheme-to-Phoneme for Inflection

https://github.com/networkdynamics/brat-
An Attribution Relations Corpus for Political News

https://github.com/jjzha/translationese
The Effect of Translationese in Machine Translation Test Sets

https://github.com/sanjeevkrn/teaser_
News Article Teaser Tweets and How to Generate Them

https://github.com/arozovskaya/RULEC-GEC
Grammar Error Correction in Morphologically Rich Languages: The Case of Russian

https://github.com/nullnull/normalizeNumexp
Automated Historical Fact-Checking by Passage Retrieval, Word Statistics, and Virtual Question-Answering

https://github.com/danielvarga/hunalign
Providing a Catalogue of Language Resources for Commercial Users

https://github.com/flammie/autostuff-moses-smt/
Neural and rule-based Finnish NLP models—expectations, experiments and experiences

https://github.com/nabokov/mecab-dic-overdrive
Open-domain Utterance Generation for Conversational Dialogue Systems using Web-scale Dependency Structures

https://github.com/bplank/coling2016ks
Keystroke dynamics as signal for shallow syntactic parsing

https://github.com/nlpub/word2vec-pyro4
An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages

https://github.com/wojzaremba/lstm
Input-to-Output Gate to Improve RNN Language Models
Direct Output Connection for a High-Rank Language Model

https://github.com/ssvivian/DefRelExtractor
Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition

https://github.com/kevalmorabia97/SEDTWik-Event-
SEDTWik: Segmentation-based Event Detection from Tweets Using Wikipedia

https://github.com/v1n337/
UWat-Emote at EmoInt-2017: Emotion Intensity Detection using Affect Clues, Sentiment Polarity and Word Embeddings

https://github.com/peldszus/arg-microtexts
Feasible Annotation Scheme for Capturing Policy Argument Reasoning using Argument Templates
Joint prediction in MST-style discourse parsing for argumentation mining

https://github.com/sfb833-a3/commix
No Word is an Island—A Transformation Weighting Model for Semantic Composition

http://www.github.com/abenton/deep-dmr
Deep Dirichlet Multinomial Regression

https://github.com/IldikoPilan/swell-norm
Exploring word embeddings and phonological similarity for the unsupervised correction of language learner errors

https://zhiguowang.github.io
Neural Paraphrase Identification of Questions with Noisy Pretraining

https://github.com/erikavaris/topics
Identifying Eyewitness News-worthy Events on Twitter

https://github.com/chenych11/lm
Compressing Neural Language Models by Sparse Word Representations

https://github.com/adapt-sjtu/
Automatic Extraction of Commonsense LocatedNear Knowledge

https://github.com/rctatman/youtubeDialectAccuracy
Gender and Dialect Bias in YouTube’s Automatic Captions

https://github.com/redpony/cdec
Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT
Multi-Task Learning for Improved Discriminative Training in SMT
Faster and Lighter Phrase-based Machine Translation Baseline
A Dataset and Reranking Method for Multimodal MT of User-Generated Image Captions
Response-based Learning for Grounded Machine Translation
Modeling Source Syntax for Neural Machine Translation
Multimodal Pivots for Image Caption Translation
Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings

https://github.com/fabiencro/knmt
Neural Machine Translation: Basics, Practical Aspects and Recent Trends
Kyoto University Participation to WAT 2016
Kyoto-NMT: a Neural Machine Translation implementation in Chainer
An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation
Kyoto University Participation to WAT 2017

https://github.com/linziheng/pdtb-parser
Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings

https://github.com/grammatical/
Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction
Human Evaluation of Grammatical Error Correction Systems
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task
Neural Grammatical Error Correction with Finite State Transducers
Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data
The LAIX Systems in the BEA-2019 GEC Shared Task

https://github.com/hyperopt
Extreme Multi-Label Legal Text Classification: A Case Study in EU Legislation

https://github.com/facebookresearch/fastText/blob/
Baselines and Test Data for Cross-Lingual Inference

https://github.com/NoaKel/Noise-Aware-
Aligning Vector-spaces with Noisy Supervised Lexicon

http://restoa.github.io/
Sharing annotations better: RESTful Open Annotation

https://perseusdl.github.io/treebank_data/
Latin Vallex. A Treebank-based Semantic Valency Lexicon for Latin

https://github.com/taku910/cabocha
Sakura: Large-scale Incorrect Example Retrieval System for Learners of Japanese as a Second Language

https://github.com/chrisjbryant/
Language Model Based Grammatical Error Correction without Annotated Training Data
The BLCU System in the BEA 2019 Shared Task
TMU Transformer System Using BERT for Re-ranking at BEA 2019 Grammatical Error Correction on Restricted Track

https://github.com/TiraNosa/
DBMS-KU at SemEval-2019 Task 9: Exploring Machine Learning Approaches in Classifying Text as Suggestion or Non-Suggestion

https://github.com/RaRe-Technologies/gensim
CrystalNest at SemEval-2017 Task 4: Using Sarcasm Detection for Enhancing Sentiment Classification and Quantification
Grammatical-Error-Aware Incorrect Example Retrieval System for Learners of Japanese as a Second Language

https://github.com/FilippoC/
Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming

https://github.com/pfnet/chainer
Comparison of Grapheme-to-Phoneme Conversion Methods on a Myanmar Pronunciation Dictionary

https://github.com/NJUNLP/TOWE
Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling

http://github.com/neologd/
Subcharacter Information in Japanese Embeddings: When Is It Worth It?

https://github.com/dice-group/LIdioms
LIdioms: A Multilingual Linked Idioms Data Set

http://github.com/andrely/tag-annotator
The LIA Treebank of Spoken Norwegian Dialects

https://github.com/gonenhila/gender_
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them

https://github.com/yanshao9798/tagger
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF

https://github.com/wangruinlp/nmt_
Instance Weighting for Neural Machine Translation Domain Adaptation

http://github.com/xiaoling/vinculum
Design Challenges for Entity Linking

https://github.com/nreimers/truecaser
MUSST: A Multilingual Syntactic Simplification Tool
Cool English: a Grammatical Error Correction System Based on Large Learner Corpora

https://github.com/ufal/treex/blob/master/lib/Treex/Block/T2T/CS2RU/FixValency.pm
Incorporation of a valency lexicon into a TectoMT pipeline

https://github.com/pytorch/examples/
Colorless Green Recurrent Networks Dream Hierarchically
Language Modeling with Sparse Product of Sememe Experts
How to represent a word and predict it, too: Improving tied architectures for language modelling
Generating Sentences from Disentangled Syntactic and Semantic Spaces
PaperRobot: Incremental Draft Generation of Scientific Ideas
Towards Automatic Generation of Shareable Synthetic Clinical Notes Using Neural Language Models

https://github.com/sheffieldnlp/
SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification
FEVER: a Large-scale Dataset for Fact Extraction and VERification
deepQuest: A Framework for Neural-based Quality Estimation
Team GESIS Cologne: An all in all sentence-based approach for FEVER
An Extensible Framework for Verification of Numerical Claims

https://github.com/jonathandunn/c2xg/
Frequency vs. Association for Constraint Selection in Usage-Based Construction Grammar

https://github.com/animeshprasad/
Evaluation of Scientific Elements for Text Similarity in Biomedical Publications

https://github.com/facebookresearch/fastText/
When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?
A System for Multilingual Dependency Parsing based on Bidirectional LSTM Feature Representations

http://github.com/CLD2Owners/cld2
CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies

https://github.com/cocoxu/simplification
Controllable Text Simplification with Lexical Constraint Loss

https://github.com/diasks2/pragmatic_
A Parallel Corpus of Arabic-Japanese News Articles

https://github.com/didzis/CAMR
RIGA at SemEval-2016 Task 8: Impact of Smatch Extensions and Character-Level Neural Translation on AMR Parsing Accuracy

https://github.com/andrew-
Podlab at SemEval-2019 Task 3: The Importance of Being Shallow

https://github.com/percyliang/
Cross-Lingual Syntactic Transfer with Limited Resources
A Learner Corpus-based Approach to Verb Suggestion for ESL
SU-FMI: System Description for SemEval-2014 Task 9 on Sentiment Analysis in Twitter
Density-Driven Cross-Lingual Transfer of Dependency Parsers
Mining for unambiguous instances to adapt part-of-speech taggers to new domains
CoastalCPH at SemEval-2016 Task 11: The importance of designing your Neural Networks right
Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling
Detecting Social Roles in Twitter
SZTE-NLP at SemEval-2017 Task 10: A High Precision Sequence Model for Keyphrase Extraction Utilizing Sparse Coding for Feature Generation
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach
SLS at SemEval-2016 Task 3: Neural-based Approaches for Ranking in Community Question Answering
NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter
Simple Features for Strong Performance on Named Entity Recognition in Code-Switched Twitter Data
A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages

https://github.com/Esgrove/mastersthesis
A user study to compare two conversational assistants designed for people with hearing impairments

https://github.com/fozziethebeat/S-Space
An Evaluation of Graded Sense Disambiguation using Word Sense Induction
Unsupervised Modeling of Topical Relevance in L2 Learner Text
Semantically Motivated Hebrew Verb-Noun Multi-Word Expressions Identification
Exploring Topic Coherence over Many Models and Many Topics

https://github.com/hrzafer/nuve
PROMT Translation Systems for WMT 2016 Translation Tasks

https://github.com/jxfeb/Generative
Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning

https://github.com/oir/deep-recursive
A Fast Unified Model for Parsing and Sentence Understanding

https://github.com/sfu-discourse-
Constructive Language in News Comments

https://github.com/jind11/HSLN-Joint-Sentence-
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts

https://github.com/yustoris/hccc
Building A Handwritten Cuneiform Character Imageset

http://github.com/A2Zadeh/TensorFusionNetwork
ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection

https://github.com/riyapal/Hi-En-SRL
A Dataset for Semantic Role Labelling of Hindi-English Code-Mixed Tweets

https://github.com/peterexner/KOSHIK/
REFRACTIVE: An Open Source Tool to Extract Knowledge from Syntactic and Semantic Relations

http://lvdmaaten.github.io/
Greedy Transition-Based Dependency Parsing with Stack LSTMs

https://python-markdown.github.io/
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks

https://github.com/asgordon/EtcAbductionPy
Improving Fluency in Narrative Text Generation With Grammatical Transformations and Probabilistic Parsing
Deep Natural Language Understanding of News Text

https://github.com/facebook/NAMAS
A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs
Neural Headline Generation on Abstract Meaning Representation
Selective Encoding for Abstractive Sentence Summarization
Pointing the Unknown Words
Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond
Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization
Language as a Latent Variable: Discrete Generative Models for Sentence Compression
Controlling Output Length in Neural Encoder-Decoders

https://github.com/ryancotterell/sigmorphon2016/blob/master/src/baseline/align.c
Neural Transition-based String Transduction for Limited-Resource Setting in Morphology

https://github.com/microth/PathLSTM
Open-Domain Event Detection using Distant Supervision
Neural Semantic Role Labeling with Dependency Path Embeddings
Semantic role labeling tools for biomedical question answering: a study of selected tools on the BioASQ datasets

https://github.com/shlurbee/
Neural Text Generation from Rich Semantic Representations

https://github.com/WladimirSidorenko/PotTS
PotTS: The Potsdam Twitter Sentiment Corpus

https://github.com/allenai/scibert
DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain

https://github.com/WING-NUS/
Dissecting Content and Context in Argumentative Relation Analysis
evision PDF of 'Predicting Helpful Posts in Open-Ended Discussion Forums: A Neural Architecture

https://amunmt.github.io/examples/
Ensembling Factored Neural Machine Translation Models for Automatic Post-Editing and Quality Estimation

http://github.com/tudarmstadt-lt/newsleak
new/s/leak – Information Extraction and Visualization for Investigative Data Journalists

https://github.com/haven-jeon/NIADic
Segmentation-free compositional n-gram embedding-gram embedding

https://github.com/AKSW/SemWeb2NL
RDF2PT: Generating Brazilian Portuguese Texts from RDF Data

https://github.com/EducationalTestingService/metaphor
A Report on the 2018 VUA Metaphor Detection Shared Task
A Corpus of Non-Native Written English Annotated for Metaphor
Semantic classifications for detection of verb metaphors

https://github.com/SIMPATICOProject/
SimPA: A Sentence-Level Simplification Corpus for the Public Administration Domain

https://github.com/TellinaTool/nl2bash
NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System

https://github.com/wimmuskee/
Plain English Summarization of Contracts

https://github.com/clarkkev/deep-coref
Deep Reinforcement Learning for Mention-Ranking Coreference Models

https://github.com/andre-martins/
The SUMMA Platform Prototype

https://github.com/cjb/libnewicktree
Advancing Linguistic Features and Insights by Label-informed Feature Grouping: An Exploration in the Context of Native Language Identification

https://github.com/sebastien-j/LV
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++

https://github.com/williamleif/histwords
Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation Models

https://github.com/liyc7711/weighted-nmt
Adaptive Weighting for Neural Machine Translation

https://github.com/shuoyangd/meerkat
Saliency-driven Word Alignment Interpretation for Neural Machine Translation

https://github.com/gchrupala/symbolic-bias
Symbolic Inductive Bias for Visually Grounded Learning of Spoken Language

https://github.com/amunmt/
Stronger Baselines for Trustable Results in Neural Machine Translation

https://github.com/cbaziotis/datastories-semeval2017-
DMCB at SemEval-2018 Task 1: Transfer Learning of Sentiment Classification Using Group LSTM for Emotion Intensity prediction
ntuer at SemEval-2019 Task 3: Emotion Classification with Word and Sentence Representations in RCNN

http://github.com/commonsense/
SWOW-8500: Word Association task for Intrinsic Evaluation of Word Embeddings

http://github.com/gw0/conll16st-v34-focused-rnns/
Discourse Sense Classification from Scratch using Focused RNNs

https://github.com/cnap/
There’s No Comparison: Reference-less Evaluation Metrics in Grammatical Error Correction
A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs
Reference-based Metrics can be Replaced with Reference-less Metrics in Evaluating Grammatical Error Correction Systems

https://github.com/dbamman/
An annotated dataset of literary entities

https://github.com/DeepLearnXMU/VarNDRR
Variational Neural Discourse Relation Recognizer

https://github.com/SmartDataAnalytics/AK-DE-biGRU
Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge

https://github.com/mrlyk423/relation
Jointly Embedding Knowledge Graphs and Logical Rules

https://github.com/Bocconi-
Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting
Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information

http://github.com/wammar/
SWOW-8500: Word Association task for Intrinsic Evaluation of Word Embeddings

https://github.com/goldibex/parsley-
The Lemlat 3.0 Package for Morphological Analysis of Latin

https://github.com/eehsan/
Compact, Efficient and Unlimited Capacity: Language Modeling with Compressed Suffix Trees

https://github.com/marcusklang/docforia/
Linking, Searching, and Visualizing Entities in Wikipedia

https://github.com/drgriffis/
Characterizing the Impact of Geometric Properties of Word Embeddings on Task Performance

https://github.com/rkhatib/topotext/tree/v2
TopoText: Interactive Digital Mapping of Literary Text

https://github.com/KodairaTomonori/
The Rule of Three: Abstractive Text Summarization in Three Bullet Points

http://github.com/bitmask/BioNLP-BB3
A dictionary- and rule-based system for identification of bacteria and habitats in text

https://github.com/pmulcaire/rosita/
Syntax-aware Neural Semantic Role Labeling with Supertags

https://github.com/sheffieldnlp/fever-baselines
An End-to-End Multi-task Learning Model for Fact Checking

https://github.com/nyu-dl/dl4mt-multi
Zero-Resource Translation with Multi-Lingual Neural Machine Translation

https://anirbanl.github.io/
Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective

https://github.com/Elbria/utdsm_
Cross-Topic Distributional Semantic Representations Via Unsupervised Mappings

https://github.com/peldzsus/
DeModify: A Dataset for Analyzing Contextual Constraints on Modifier Deletion

https://github.com/Jack000/fontjoy
FontLex: A Typographical Lexicon based on Affective Associations

https://unbabel.github.io/OpenKiwi
OpenKiwi: An Open Source Framework for Quality Estimation
Unbabel’s Participation in the WMT19 Translation Quality Estimation Shared Task

https://github.com/jhlau/doc2vec
An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation
Simple Unsupervised Keyphrase Extraction using Sentence Embeddings
SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation
How Well Do Embedding Models Capture Non-compositionality? A View from Multiword Expressions
Word Usage Similarity Estimation with Sentence Representations and Automatic Substitutes

https://github.com/vikasnar/Bleu
The Helsinki Neural Machine Translation System

https://github.com/HanGuo97/MultitaskSimplification
Dynamic Multi-Level Multi-Task Learning for Sentence Simplification

https://github.com/nguyenkh/NeuralDenoising
Neural-based Noise Filtering from Word Embeddings

https://github.com/juliakreutzer/
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning
Self-Regulated Interactive Sequence-to-Sequence Learning

http://colah.github.io/posts/2015-
A Sentence Interaction Network for Modeling Dependence between Sentences

https://github.com/TurkuNLP/Turku-neural-parser-pipeline
FiST – towards a free Semantic Tagger of modern standard Finnish

https://github.com/nddsg/KGMiner
Knowledge Base Completion via Coupled Path Ranking

https://github.com/Alveo;
Integrating UIMA with Alveo, a human communication science virtual laboratory

https://github.com/termsuite/
Terminology Extraction with Term Variant Detection

https://github.com/janmbuys/
Robust Incremental Neural Semantic Graph Parsing

http://github.com/JannikStroetgen/KRAUTS
KRAUTS: A German Temporally Annotated News Corpus

https://github.com/longdt219/universal_
Many Languages, One Parser

https://github.com/TurkuNLP/TDT_editor
UD Annotatrix: An annotation tool for Universal Dependencies

https://github.com/AIPHES/tokenizer
EmpiriST: AIPHES - Robust Tokenization and POS-Tagging for Different Genres

https://github.com/lisa-groundhog/GroundHog
genCNN: A Convolutional Architecture for Word Sequence Prediction
Memory-augmented Neural Machine Translation
Interactive Attention for Neural Machine Translation
Parallel Sentence Extraction from Comparable Corpora with Neural Network Features
A Character-Aware Encoder for Neural Machine Translation
KyotoEBMT System Description for the 2nd Workshop on Asian Translation
Neural Clinical Paraphrase Generation with Attention
Large-scale Dictionary Construction via Pivot-based Statistical Machine Translation with Significance Pruning and Neural Network Features

http://github.com/nltk/nltk/issues/367
Shared common ground influences information density in microblog texts

https://github.com/Ardavans/sHDP
Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors

https://github.com/jekbradbury/revtok
E3: Entailment-driven Extracting and Editing for Conversational Machine Reading

https://github.com/kkalouli/
GKR: the Graphical Knowledge Representation for semantic parsing
A Multilingual Approach to Question Classification
Explaining Simple Natural Language Inference
Composing Noun Phrase Vector Representations

https://github.com/michaelfaerber/
Team Peter Brinkmann at SemEval-2019 Task 4: Detecting Biased News Articles Using Convolutional Neural Networks

https://github.com/plasticityai/magnitude/blob/master/tests/benchmark.py
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package

https://github.com/lopez-monroy/FeatureSpaceTree
Early Text Classification Using Multi-Resolution Concept Representations

https://github.com/AugurProject/argus
Joint Learning of Sentence Embeddings for Relevance and Entailment

https://dkpro.github.io/dkpro-jwktl/
Semi-automatic Detection of Cross-lingual Marketing Blunders based on Pragmatic Label Propagation in Wiktionary

https://github.com/ltgoslo/talk-of-norway
CLARIN’s Key Resource Families

https://github.com/Leechikara/
Incremental Learning from Scratch for Task-Oriented Dialogue Systems

https://github.com/tombosc/cpae
Auto-Encoding Dictionary Definitions into Consistent Word Embeddings

http://gmucsn.github.io/
The Use of Second Life for Deception Detection Research

https://marian-nmt.github.io/examples/mtm2018-labs
System Description: The Submission of FOKUS to the WMT 19 Robustness Task

https://github.com/trec-web/
PACRR: A Position-Aware Neural IR Model for Relevance Matching

https://github.com/moses-smt/mosesdecoder/blob/master/scripts/
Topic-Informed Neural Machine Translation

https://github.com/rsait/PLH
Poet’s Little Helper: A methodology for computer-based poetry generation. A case study for the Basque language

https://github.com/seomoz/word2gauss/issues/18#issuecomment-
Predicting Word Association Strengths

https://github.com/M4t1ss/C-3MA
C-3MA: Tartu-Riga-Zurich Translation Systems for WMT17

https://github.com/6/stopwords-json
Sentiment Analysis of Tweets in Three Indian Languages

https://github.com/BartJongejan/Bracmat
Implementation of a Workflow Management System for Non-Expert Users

https://github.com/allenai/citeomatic
Content-Based Citation Recommendation
Construction of the Literature Graph in Semantic Scholar

https://github.com/gcollell/spatial-representations
Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision

https://github.com/qianchu/NegPar
NegPar: A parallel corpus annotated for negation

https://github.com/iceboal/word-representations-bptf
Revisiting Word Embedding for Contrasting Meaning

https://github.com/intfloat/
Using Natural Language Relations between Answer Choices for Machine Comprehension

https://github.com/scikit-learn/
Stop Word Lists in Free Open-source Software Packages

https://github.com/schwa-lab/libschwa
Command-line utilities for managing and exploring annotated corpora
docrep: A lightweight and efficient document representation framework

https://github.com/dhgarrette/ocr-evaluation-data
An Unsupervised Model of Orthographic Variation for Historical Document Transcription

https://github.com/chartbeat-labs/textacy
Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion

https://github.com/uclmr/emoji2vec
DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion Classification of Tweets with Deep Learning
SNU IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification

https://github.com/fmof/sagepp
Topic Identification and Discovery on Text and Speech

https://github.com/shagunsodhani/
Predicting Audience’s Laughter During Presentations Using Convolutional Neural Network

https://github.com/rscarberry-wa/
Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language

https://github.com/LasseRegin/medical-question-
Sieg at MEDIQA 2019: Multi-task Neural Ensemble for Biomedical Inference and Entailment

https://github.com/eovchinn/Metaphor-ADP
Abductive Inference for Interpretation of Metaphors

https://github.com/badc0re/sent-lex
Sentiment Analysis in Twitter for Macedonian

https://github.com/abisee/
MSMO: Multimodal Summarization with Multimodal Output
A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss
This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation
Strategies for Structuring Story Generation

https://github.com/tesseract-ocr;
Large-scale Cloze Test Dataset Created by Teachers

https://github.com/libowen2121/
An Imitation Learning Approach to Unsupervised Parsing

https://github.com/yogarshi/
Robust Cross-Lingual Hypernymy Detection Using Dependency Context

https://github.com/debjitpaul/
Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs

https://github.com/sancha/jrae/zipball/stable
Deep Markov Neural Network for Sequential Data Classification

https://github.com/dmort27/epitran
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models
PanPhon: A Resource for Mapping IPA Segments to Articulatory Feature Vectors
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media
Phonologically Aware Neural Model for Named Entity Recognition in Low Resource Transfer Settings
Automatic Data-Driven Approaches for Evaluating the Phonemic Verbal Fluency Task with Healthy Adults

https://github.com/SamuelPecar/NL-FIIT-SemEval19-
NL-FIIT at SemEval-2019 Task 9: Neural Model Ensemble for Suggestion Mining

https://github.com/allenai/science-parse
A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications
Construction of the Literature Graph in Semantic Scholar
DeepSentiPeer: Harnessing Sentiment in Review Texts to Recommend Peer Review Decisions

http://github.com/brendano/tweetmotif
Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments

http://github.com/jhclark/multeval
A Class-Based Agreement Model for Generating Accurately Inflected Translations
Better Hypothesis Testing for Statistical Machine Translation: Controlling for Optimizer Instability

https://github.com/aghie/lam
Detecting Perspectives in Political Debates

https://gist.github.com/nylki/
Assessing the Stylistic Properties of Neurally Generated Text in Authorship Attribution

https://github.com/raghavchalapathy/dnr
An Investigation of Recurrent Neural Architectures for Drug Name Recognition

https://github.com/clarinsi/tweetpub
TweetGeo - A Tool for Collecting, Processing and Analysing Geo-encoded Linguistic Data

https://github.com/andreasvc/litcliches/
Cliche Expressions in Literary and Genre Novels

https://github.com/castorini/
Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures
Identifying Semantic Divergences in Parallel Text without Annotations

https://github.com/facebookresearch/flores
Webinterpret Submission to the WMT2019 Shared Task on Parallel Corpus Filtering
Filtering of Noisy Parallel Corpora Based on Hypothesis Generation

https://github.com/kodexlab/eleve
Design of an Input Method for Taiwanese Hokkien using Unsupervized Word Segmentation for Language Modeling

https://github.com/piotrmirowski/
Dependency Recurrent Neural Language Models for Sentence Completion

https://github.com/mitlm/mitlm)or
Comparison of Grapheme-to-Phoneme Conversion Methods on a Myanmar Pronunciation Dictionary

https://github.com/dhyeon/character-aware-neural-
SuperOCR for ALTA 2017 Shared Task

https://github.com/anonymously1/
News clustering approach based on discourse text structure

https://pralav.github.io/emnlp_
Learning Personas from Dialogue with Attentive Memory Networks

https://github.com/wxjiao/HiGRUs
HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition

https://github.com/nltk/nltk/tree/develop/nltk/tokenize
Learning to Rank Semantic Coherence for Topic Segmentation

https://github.com/ElliottYan/DS_
Relation Extraction with Temporal Reasoning Based on Memory Augmented Distant Supervision

https://github.com/afourtassi/conceptNet
The Development of Abstract Concepts in Children’s Early Lexical Networks

https://github.com/stas-semeniuta/drop-rnn
Recurrent Dropout without Memory Loss

https://github.com/antot/posteditese_
Post-editese: an Exacerbated Translationese

https://github.com/anoopkunchukuttan/indic_nlp_library
Augmenting Pivot based SMT with word segmentation

https://HotpotQA.github.io
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

https://github.com/nlx-
Ways of Asking and Replying in Duplicate Question Detection

https://github.com/hiroki13/response-ranking
Addressee and Response Selection for Multi-Party Conversation

https://github.com/masha-p/paraphrase_
Entity Linking with a Paraphrase Flavor

https://cltl.github.io/semantic_
Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell

https://github.com/pyk/rnnlm-0.4b
Bayesian Language Model based on Mixture of Segmental Contexts for Spontaneous Utterances with Unexpected Words

https://github.com/ntietz/tweetment
“i have a feeling trump will win..................”: Forecasting Winners and Losers from User Predictions on Twitter

https://github.com/mozman/svgwrite
What’s Wrong, Python? – A Visual Differ and Graph Library for NLP in Python

https://github.com/yuhaozhang/tacred-relation
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction

https://github.com/linvi/tweetinvi
Incorporating Dependency Trees Improve Identification of Pregnant Women on Social Media Platforms

https://github.com/spotify/
Using Centroids of Word Embeddings and Word Mover’s Distance for Biomedical Document Retrieval in Question Answering

https://github.com/wiki-ai/wikiclass
A Hybrid Model for Quality Assessment of Wikipedia Articles

https://github.com/ratishsp/data2text-1/
Data-to-text Generation with Entity Modeling

https://github.com/SamuelPecar/Slovak-sentiment-
Improving Sentiment Classification in Slovak Language

https://github.com/kelseyball/cs-
Part-of-Speech Tagging for Code-Switched, Transliterated Texts without Explicit Language Identification

https://github.com/ldulcic/text-segmentation
Learning to Rank Semantic Coherence for Topic Segmentation

https://github.com/dasmiq/passim
Shamela: A Large-Scale Historical Arabic Corpus

https://github.com/jbarnesspain/sota_
Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers

https://github.com/Danial-Alh/FastBLEU
Jointly Measuring Diversity and Quality in Text Generation Models

https://github.com/zhangdongxu/
OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference

https://github.com/t-davidson/
Why Swear? Analyzing and Inferring the Intentions of Vulgar Expressions
Saagie at Semeval-2019 Task 5: From Universal Text Embeddings and Classical Features to Domain-specific Text Classification

https://github.com/malllabiisc/HyTE
HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding

http://github.com/sharethis/textrank
Conundrums in Unsupervised Keyphrase Extraction: Making Sense of the State-of-the-Art

https://github.com/halolimat/LNEx
Location Name Extraction from Targeted Text Streams using Gazetteer-based Statistical Language Models

https://github.com/clab/dynet
Improving a Strong Neural Parser with Conjunction-Specific Features
Head-Lexicalized Bidirectional Tree LSTMs
An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing
Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis
Stronger Baselines for Trustable Results in Neural Machine Translation
Parameter sharing between dependency parsers for related languages
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing
A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware?
Learning Joint Semantic Parsers from Disjoint Data
Towards Decoding as Continuous Optimisation in Neural Machine Translation
Morphological Inflection Generation with Hard Monotonic Attention
Accurate SHRG-Based Semantic Parsing

https://github.com/explosion/spacy-models/releases/tag/nl
Learning Diachronic Analogies to Analyze Concept Change

https://github.com/bgalitsky/relevance-based-on-parse-
Building Dialogue Structure from Discourse Tree of a Question

https://github.com/NorThanapon/
Learning to Describe Unknown Phrases with Local and Global Contexts

https://github.com/JohnLangford/vowpal_wabbit/
Projection-based Coreference Resolution Using Deep Syntax

http://github.com/hltfbk/mt-equal
MT-EQuAl: a Toolkit for Human Assessment of Machine Translation Output

https://github.com/apmoore1/semeval
Lancaster A at SemEval-2017 Task 5: Evaluation metrics matter: predicting sentiment from financial news headlines

https://github.com/hunterhector/
Exploring the steps of Verb Phrase Ellipsis
Automatic Event Salience Identification

https://github.com/SUTDNLP/LookAheadConparser
Shift-Reduce Constituent Parsing with Neural Lookahead Features

https://github.com/kamalkraj/BERT-NER
AIG Investments.AI at the FinSBD Task: Sentence Boundary Detection through Sequence Labelling and BERT Fine-tuning

https://github.com/ruidan/DAS
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification

https://github.com/olofmogren/biomedical-ner-data-swedish/
Named Entity Recognition in Swedish Health Records with Character-Based Deep Bidirectional LSTMs

https://apertium.github.io/apertium-fin-deu
Neural and rule-based Finnish NLP models—expectations, experiments and experiences

https://github.com/sugang/bioparser
Profiling Medical Journal Articles Using a Gene Ontology Semantic Tagger

https://github.com/datquocnguyen/LFTM
A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings

https://github.com/Dragonfly-ASL
Improving American Sign Language Recognition with Synthetic Data

https://github.com/successar/
Attention is not Explanation
An Analysis of Attention over Clinical Notes for Predictive Tasks

https://github.com/emjotde/amunmt/wiki/
An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing

https://github.com/airsplay/
Expressing Visual Relationships via Language

https://github.com/wikilinks/neleval/wiki
Combining Open Source Annotators for Entity Linking through Weighted Voting

https://github.com/UKPLab/argmin2016-unshared-task
Unshared task: (Dis)agreement in online debates

https://github.com/onurgu/joint-ner-and-md-tagger
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags

https://github.com/miwieg/naacl2018
Inducing a Lexicon of Abusive Words – a Feature-Based Approach

http://github.com/dbpedia-spotlight/dbpedia-spotlight
Label Embedding for Zero-shot Fine-grained Named Entity Typing

https://github.com/pgcool/RNN-RSM
Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time

https://github.com/marytts/gradle-hts-voicebuilding-plugin
Creating New Language and Voice Components for the Updated MaryTTS Text-to-Speech Synthesis Platform

https://github.com/ArunavhaChanda/
Unraveling the English-Bengali Code-Mixing Phenomenon

https://github.com/lzhang10/maxent/
A Maximum Entropy Approach to Chinese Spelling Check

https://github.com/duolingo/halflife-regression
A Trainable Spaced Repetition Model for Language Learning

https://github.com/dpaperno/
Meaning_space at SemEval-2018 Task 10: Combining explicitly encoded knowledge with information extracted from word embeddings
UNAM at SemEval-2018 Task 10: Unsupervised Semantic Discriminative Attribute Identification in Neural Word Embedding Cones
UWB at SemEval-2018 Task 10: Capturing Discriminative Attributes from Word Distributions

https://github.com/CoNLL-UD-2018/
Universal Dependency Parsing with a General Transition-Based DAG Parser
SEx BiST: A Multi-Source Trainable Parser with Deep Contextualized Lexical Representations
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing

https://github.com/tud-fop/
Implementation of a Chomsky-Schützenberger n-best parser for weighted multiple context-free grammars

https://github.com/BYVoid/
A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check
Confusionset-guided Pointer Networks for Chinese Spelling Check

https://github.com/OpenNMT/OpenNMT-tf
Semantic Neural Machine Translation Using AMR
OpenNMT System Description for WNMT 2018: 800 words/sec on a single-core CPU
Natural Language Interface for Databases Using a Dual-Encoder Model
Collecting domain specific data for MT: an evaluation of the ParaCrawlpipeline
Developing a Neural Machine Translation system for Irish

https://github.com/apertium/apertium-fao-nor
Multi-source synthetic treebank creation for improved cross-lingual dependency parsing
IBM Research at the CoNLL 2018 Shared Task on Multilingual Parsing

https://github.com/eiennohito/
Juman++: A Morphological Analysis Toolkit for Scriptio Continua

https://github.com/jungyeul/
Building a Better Bitext for Structurally Different Languages through Self-training
A New Annotation Scheme for the Sejong Part-of-speech Tagged Corpus

https://github.com/v1n337/semeval2017-task5
UW-FinSent at SemEval-2017 Task 5: Sentiment Analysis on Financial News Headlines using Training Dataset Augmentation

https://github.com/cltl/TimeMLEventTrigger
Systems’ Agreements and Disagreements in Temporal Processing: An Extensive Error Analysis of the TempEval-3 Task

https://github.com/apmoore1/fiesta
FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms

https://github.com/phanein/deepwalk
hyperdoc2vec: Distributed Representations of Hypertext Documents

https://storyboarding.github.io/
Storyboarding of Recipes: Grounded Contextual Generation

https://github.com/jcyk/CWS
Neural Word Segmentation Learning for Chinese
Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text

https://github.com/SchmaR/RelVis
Analysing Errors of Open Information Extraction Systems

https://github.com/jcjohnson/
Comparing Character-level Neural Language Models Using a Lexical Decision Task

https://github.com/Farahn/AES
Automated Essay Scoring with Discourse-Aware Neural Models

https://github.com/networkdynamics/
Sentiment Analysis: It’s Complicated!

https://github.com/glampouras/JLOLS
Treat the system like a human student: Automatic naturalness evaluation of generated text without reference texts
Imitation learning for language generation from unaligned data

https://github.com/FakeNewsChallenge/fnc-1
From Clickbait to Fake News Detection: An Approach based on Detecting the Stance of Headlines to Articles

https://github.com/askerlee/topicvec/blob/
Generative Topic Embedding: a Continuous Representation of Documents

https://github.com/hitvoice/DrQA
Towards Inference-Oriented Reading Comprehension: ParallelQA
Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum
Simple Recurrent Units for Highly Parallelizable Recurrence
Improving the Robustness of Question Answering Systems to Question Paraphrasing
Assessing Back-Translation as a Corpus Generation Strategy for non-English Tasks: A Study in Reading Comprehension and Word Sense Disambiguation

https://github.com/flaviodipalo/
Enriching Neural Models with Targeted Features for Dementia Detection

https://pilehvar.github.io/deconf/
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations

https://github.com/openeventdata/mordecai
Geolocating Political Events in Text

https://github.com/cl-tohoku/scientific-paper-pros-cons
Annotating with Pros and Cons of Technologies in Computer Science Papers

https://github.com/Noahs-ARK/
Friendships, Rivalries, and Trysts: Characterizing Relations between Ideas in Texts
Learning Joint Semantic Parsers from Disjoint Data

https://github.com/desilinguist/wordalignui
Building Monolingual Word Alignment Corpus for the Greater China Region

http://github.com/aritter/
Named Entity Recognition in Tweets: An Experimental Study

https://github.com/ArthurClemens/Javascript-Undo-Manager
UD Annotatrix: An annotation tool for Universal Dependencies

https://github.com/RikVN/Neural_DRS
Neural Boxer at the IWCS Shared Task on DRS Parsing

https://github.com/facebookresearch/fastText/blob/master/docs/crawl-vectors.md
RuSentiment: An Enriched Sentiment Analysis Dataset for Social Media in Russian
Using Neural Transfer Learning for Morpho-syntactic Tagging of South-Slavic Languages Tweets

https://github.com/dstl/re3d
Transfer Learning for Entity Recognition of Novel Classes

https://github.com/victorywys/
Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders

http://hltcoe.github.io/cadet
CADET: Computer Assisted Discovery Extraction and Translation

https://github.com/myleott/ark-twokenize-py
IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations
Improving Twitter Named Entity Recognition using Word Representations
Topic and audience effects on distinctively Scottish vocabulary usage in Twitter data
Using Social Networks to Improve Language Variety Identification with Neural Networks
The Role of Features and Context on Suicide Ideation Detection

https://github.com/benbogin/
Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing

https://languagemachines.github.io/frog/
Exploring Lexical and Syntactic Features for Language Variety Identification

https://github.com/TalnUPF/
Automatic Extraction of Parallel Speech Corpora from Dubbed Movies

https://github.com/IBM/SQL-to-Text
SQL-to-Text Generation with Graph-to-Sequence Model

https://mathlab.github.io/PyDMD/hodmd
EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition

https://github.com/emorynlp/nlp4j
Character Identification on Multiparty Conversation: Identifying Mentions of Characters in TV Shows
TSA-INF at SemEval-2017 Task 4: An Ensemble of Deep Learning Architectures Including Lexicon Features for Twitter Sentiment Analysis
A Challenge Set and Methods for Noun-Verb Ambiguity
IIP at SemEval-2016 Task 4: Prioritizing Classes in Ensemble Classification for Sentiment Analysis of Tweets
QA-It: Classifying Non-Referential It for Question Answer Pairs
Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog

https://github.com/sndsabin/
Neural Machine Translation of Low-Resource and Similar Languages with Backtranslation

https://github.com/taishi-i/nagisa
NTT’s Machine Translation Systems for WMT19 Robustness Task

https://github.com/tensorflow/models/tree/master/syntaxnet
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation

https://github.com/UppsalaNLP/
An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing
Parser Training with Heterogeneous Treebanks
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models

https://github.com/CoNLL-
A non-projective greedy dependency parser with bidirectional LSTMs

https://github.com/idirlab/factframe
ClaimPortal: Integrated Monitoring, Searching, Checking, and Analytics of Factual Claims on Twitter

https://github.com/DanielFBrasil/lfgportuguesegrammar
A Implementação de uma Minigramática do Português Brasileiro sob a Perspectiva da LFG (Implementation of a grammar fragment of Brazilian Portuguese in the Lexical-Functional Grammar formalism)[In Portuguese]

https://github.com/amrisi/
Semantic Parsing for Textual Entailment
The Case for Systematically Derived Spatial Language Usage
Annotating Abstract Meaning Representations for Spanish
Towards a General Abstract Meaning Representation Corpus for Brazilian Portuguese

https://github.com/jonsafari/tok-tok
Using Related Languages to Enhance Statistical Language Models

https://github.com/aptnotes/data
On Learning Word Embeddings From Linguistically Augmented Text Corpora

https://github.com/Gorov/FCT_PhraseSim_TACL
Learning Composition Models for Phrase Embeddings

http://pyfst.github.io/
Bag of What? Simple Noun Phrase Extraction for Text Analysis

https://github.com/pmichel31415/
On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models

https://github.com/zhangxiangxiao/glyph
Super Characters: A Conversion from Sentiment Classification to Image Classification

https://github.com/rsennrich/subword-nmt
The University of Edinburgh’s Neural MT Systems for WMT17
Semi-Supervised Neural Machine Translation with Language Models
Kyoto University Participation to WAT 2016
Semantic Neural Machine Translation Using AMR
Learning variable length units for SMT between related languages via Byte Pair Encoding
Contextual Parameter Generation for Universal Neural Machine Translation
Adaptive Weighting for Neural Machine Translation
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing
Utilizing Lexical Similarity between Related, Low-resource Languages for Pivot-based SMT
Chinese-Portuguese Machine Translation: A Study on Building Parallel Corpora from Comparable Texts
Direct Output Connection for a High-Rank Language Model
An Empirical Study of Building a Strong Baseline for Constituency Parsing
Meaningless yet meaningful: Morphology grounded subword-level NMT
Improving Neural Machine Translation by Incorporating Hierarchical Subword Features
Comparing Recurrent and Convolutional Architectures for English-Hindi Neural Machine Translation
TencentFmRD Neural Machine Translation for WMT18
Kyoto University Participation to WAT 2017
Dense Information Flow for Neural Machine Translation
Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models
Debiasing Word Embeddings Improves Multimodal Machine Translation
Modeling Recurrence for Transformer
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings
Leveraging SNOMED CT terms and relations for machine translation of clinical texts from Basque to Spanish
The TALP-UPC System for the WMT Similar Language Task: Statistical vs Neural Machine Translation
Negative Lexically Constrained Decoding for Paraphrase Generation
Evaluating Conjunction Disambiguation on English-to-German and French-to-German WMT 2019 Translation Hypotheses

https://github.com/cocodataset/cocoapi
Learning to Discover, Ground and Use Words with Segmental Neural Language Models

https://github.com/MAECProject/schemas/
Bootstrapping a Natural Language Interface to a Cyber Security Event Collection System using a Hybrid Translation Approach

https://github.com/ftyers/
Multi-source synthetic treebank creation for improved cross-lingual dependency parsing

https://github.com/nusnlp/gecmetrics
A Reassessment of Reference-Based Grammatical Error Correction Metrics

https://github.com/benathi/word2gm
Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection
Probabilistic FastText for Multi-Sense Word Embeddings
Word2Sense: Sparse Interpretable Word Embeddings

https://github.com/tarowatanabe/cicada
Unsupervised Word Alignment Using Frequency Constraint in Posterior Regularized EM

http://hohocode.github.io/cgx/
Gappy Pattern Matching on GPUs for On-Demand Extraction of Hierarchical Translation Grammars

https://github.com/jkkummerfeld/nlp-util
Comparing Word Representations for Implicit Discourse Relation Classification

http://vdlang.github.io/
Defining Visually Descriptive Language

http://github.com/antske/
Offspring from Reproduction Problems: What Replication Failure Teaches Us

https://github.com/jiesutd/NCRFpp
Design Challenges and Misconceptions in Neural Sequence Labeling
Evaluation of a Sequence Tagging Tool for Biomedical Texts
Constituent Parsing as Sequence Labeling

https://github.com/mhjabreel/
Text Categorization by Learning Predominant Sense of Words as Auxiliary Task

https://github.com/Artaches/SSAN-
Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers

https://github.com/A2Zadeh/
Sentiment Analysis using Imperfect Views from Spoken Language and Acoustic Modalities
Contextual Inter-modal Attention for Multi-modal Sentiment Analysis
Strong and Simple Baselines for Multimodal Utterance Embeddings
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis

https://github.com/HongyuGong/
Preposition Sense Disambiguation and Representation

http://taku910.github.io
Language Identification in Code-Switched Text Using Conditional Random Fields and Babelnet

https://github.com/craigastewart/qe
Automatic Estimation of Simultaneous Interpreter Performance

https://github.com/cicl2018/semeval-2019-
HAD-Tübingen at SemEval-2019 Task 6: Deep Learning Analysis of Offensive Language on Twitter: Identification and Categorization

https://nyu-mll.github.io/
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark

https://github.com/AtmaHou/Seq2SeqDataAugmentationForLU
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding

http://github.com/j2labs/wikipydia
Crowdsourced Accessibility: Elicitation of Wikipedia Articles

https://github.com/coleifer/
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
SParC: Cross-Domain Semantic Parsing in Context

https://github.com/ragerri/cluster-preprocessing/
TrentoTeam at SemEval-2017 Task 3: An application of Grice Maxims in Ranking Community Question Answers

https://github.com/Avmb/clweadv
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders

https://github.com/karpathy/neuraltalk2/
Obj2Text: Generating Visually Descriptive Language from Object Layouts

https://github.com/tmills/uhhmm/tree/
Unsupervised Grammar Induction with Depth-bounded PCFG

https://github.com/qizhex/Large-
Large-scale Cloze Test Dataset Created by Teachers

https://github.com/sfu-
The Data Challenge in Misinformation Detection: Source Reputation vs. Content Veracity

http://marian-nmt.github.io
Are we experiencing the Golden Age of Automatic Post-Editing?

https://github.com/Maluuba/nlg-eval
Style Obfuscation by Invariance
Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation

http://github.com/mengshor/
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features

http://github.com/clab/fast_align
Delimiting Morphosyntactic Search Space with Source-Side Reordering Models

https://github.com/vzhong/e3
E3: Entailment-driven Extracting and Editing for Conversational Machine Reading

https://github.com/abhishekkrthakur/
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset

https://github.com/kudkudak/
Auto-Encoding Dictionary Definitions into Consistent Word Embeddings
The Word Analogy Testing Caveat
MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding
Characterizing the Impact of Geometric Properties of Word Embeddings on Task Performance

http://universaldependencies.github.io
Unsupervised Learning of Prototypical Fillers for Implicit Semantic Role Labeling
Training a Natural Language Generator From Unaligned Data

https://github.com/xgli/word2vec-api
YNU_AI1799 at SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge of Different model ensemble

https://github.com/iieir-km/RUGE
Improving Knowledge Graph Embedding Using Simple Constraints

https://github.com/nyu-dl/dl4mt-c2c
Normalizing Medieval German Texts: from rules to deep learning
A Neural Approach to Language Variety Translation
Character-level Chinese-English Translation through ASCII Encoding
How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs

https://github.com/FudanNLP/fnlp/
Sentiment Classification towards Question-Answering with Hierarchical Matching Network

https://github.com/xiaoleihuang/
Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models

https://github.com/sfu-natlang/yarowsky
Bootstrapping via Graph Propagation

https://github.com/google-research-
Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction
MSnet: A BERT-based Network for Gendered Pronoun Resolution

https://github.com/MeDarina/SameSame
Same same, but different: Compositionality of paraphrase granularity levels

https://github.com/fmorbini/hsit-generation
Improving Fluency in Narrative Text Generation With Grammatical Transformations and Probabilistic Parsing

https://github.com/firojalam/
Domain Adaptation with Adversarial Training and Graph Embeddings

https://github.com/DanielCoutoVale/UpperModel
Modelling time and space in Brazilian culture

https://github.com/juditacs/wikt2dict
Building basic vocabulary across 40 languages
Evaluation of Dictionary Creating Methods for Finno-Ugric Minority Languages
Pivot-based multilingual dictionary building using Wiktionary
Filtering Wiktionary Triangles by Linear Mbetween Distributed Word Models

https://dkpro.github.io/dkpro-core/
NLP Lean Programming Framework: Developing NLP Applications More Effectively
Preparing Data from Psychotherapy for Natural Language Processing
ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora
FlexTag: A Highly Flexible PoS Tagging Framework
The Role of Diacritics in Increasing the Difficulty of Arabic Lexical Recognition Tests

https://github.com/fab-bar/cistern
Dealing with word-internal modification and spelling variation in data-driven lemmatization

http://github.mit
Predicting Factuality of Reporting and Bias of News Media Sources

https://github.com/moses-smt/mosesdecoder/blob/master/scripts/tokenizer/
What Makes Word-level Neural Machine Translation Hard: A Case Study on English-German Translation
Improving Neural Machine Translation by Incorporating Hierarchical Subword Features

http://github.com/NervanaSystems/neon
SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings

https://github.com/rohitguptacs/wlvsimilarity
Semantic Textual Similarity in Quality Estimation
UoW: NLP techniques developed at the University of Wolverhampton for Semantic Similarity and Textual Entailment

https://github.com/LOLBAS-
Bootstrapping a Natural Language Interface to a Cyber Security Event Collection System using a Hybrid Translation Approach

https://github.com/UKPLab/coling18-multimodalSurvey
Multimodal Grounding for Language Processing

https://github.com/mdredze/carmen
Twitter at the Grammys: A Social Media Corpus for Entity Linking and Disambiguation

https://github.com/davidmoeljadi/INDRA
Building an HPSG-based Indonesian Resource Grammar (INDRA)

https://github.com/samarh/urduvec
Urdu Word Embeddings

https://github.com/uhh-lt/kb2vec
Improving Neural Entity Disambiguation with Graph Embeddings

https://github.com/jujbob/
SEx BiST: A Multi-Source Trainable Parser with Deep Contextualized Lexical Representations

https://github.com/CNGLdlab/
Parser Accuracy in Quality Estimation of Machine Translation: A Tree Kernel Approach

https://github.com/YPench/SMatrix/
A Segmentation Matrix Method for Chinese Segmentation Ambiguity Analysis
International Journal of Computational Linguistics & Chinese Language Processing, Volume 21, Number 1, June 2016

https://sdkcarlos.github.io/sites/artyom.html
Learning from limited datasets: Implications for Natural Language Generation and Human-Robot Interaction

https://github.com/jmccrae/
Identification of Adjective-Noun Neologisms using Pretrained Language Models

https://github.com/ccsasuke/umwe
Unsupervised Multilingual Word Embeddings
Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs

https://github.com/minimaxir/
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution
Can Character Embeddings Improve Cause-of-Death Classification for Verbal Autopsy Narratives?

https://github.com/ynuwm/SemEval-2018
Yuan at SemEval-2018 Task 1: Tweets Emotion Intensity Prediction using Ensemble Recurrent Neural Network

https://github.com/jhlau/topic_
Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality
Topically Driven Neural Language Model

https://github.com/clulab/
SemEval 2018 Task 6: Parsing Time Normalizations

https://github.com/mhulden/
The Computational Complexity of Distinctive Feature Minimization in Phonology

http://github.com/heatherleaf/MCFParser.py
Practical Parsing of Parallel Multiple Context-Free Grammars

https://github.com/masayu-a/wlsp2unidic
Annotation of ‘Word List by Semantic Principles’ Labels for the Balanced Corpus of Contemporary Written Japanese

https://github.com/conll/
Which Coreference Evaluation Metric Do You Trust? A Proposal for a Link-based Entity Aware Metric
Optimizing Differentiable Relaxations of Coreference Evaluation Metrics

http://sheffieldml.github.io/GPy/
SHEF-NN: Translation Quality Estimation with Neural Networks
Large-scale Multitask Learning for Machine Translation Quality Estimation
SHEF-Lite 2.0: Sparse Multi-task Gaussian Processes for Translation Quality Estimation
SHEF-Lite: When Less is More for Translation Quality Estimation

https://github.com/eob/englishjapanese-
A Comparison of Entity Matching Methods between English and Japanese Katakana

https://github.com/IllinoisCogComp/saul/tree/master/saul-examples/src/main/scala/edu/illinois/cs/cogcomp/saulexamples/nlp
Better call Saul: Flexible Programming for Learning and Inference in NLP

https://github.com/wdebeaum/cogent
A Situated Dialogue System for Learning Structural Concepts in Blocks World
Cogent: A Generic Dialogue System Shell Based on a Collaborative Problem Solving Model

https://github.com/pgencheva/claim-rank
A Context-Aware Approach for Detecting Worth-Checking Claims in Political Debates

http://conll.github.io/reference-coreference-scorers/
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution

https://github.com/toshohirasawa/nmtpytorch-emb-pred
Multimodal Machine Translation with Embedding Prediction

https://github.com/gao-g/
Neural Metaphor Detection in Context

https://github.com/akutuzov/
Building Web-Interfaces for Vector Semantic Models with the WebVectors Toolkit

https://github.com/twadada/multilingual-nlm
Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models

https://github.com/Avmb/
Deep architectures for Neural Machine Translation

https://github.com/lvapeab/nmt-keras
deepQuest: A Framework for Neural-based Quality Estimation

https://github.com/aghamnia/SemPediaPatterns
Extracting hypernym relations from Wikipedia disambiguation pages : comparing symbolic and machine learning approaches

https://github.com/swisscom/
Simple Unsupervised Keyphrase Extraction using Sentence Embeddings

https://github.com/HLTCHKUST/PAML
Personalizing Dialogue Agents via Meta-Learning

https://github.com/fh295/
Decoding Sentiment from Distributed Representations of Sentences

http://github.com/kgero/metaphorical-connections
Challenges in Finding Metaphorical Connections

https://github.com/deepmipt/
DeepPavlov: Open-Source Library for Dialogue Systems
Tuning Multilingual Transformers for Language-Specific Named Entity Recognition

https://stanfordnlp.github.io/CoreNLP/index.html
Lingke: a Fine-grained Multi-turn Chatbot for Customer Service

https://github.com/Cyvhee/SemEval2018-Task3
HashCount at SemEval-2018 Task 3: Concatenative Featurization of Tweet and Hashtags for Irony Detection

https://github.com/shivaat/
Wolves at SemEval-2018 Task 10: Semantic Discrimination based on Knowledge and Association

https://github.com/minghao-wu/CRF-AE
Evaluating the Utility of Hand-crafted Features in Sequence Labelling

https://github.com/sidaw/shrdlurn/tree/
Learning Language Games through Interaction

http://chilijung.github.io/gps-path-view/
Web-Based Recording and Visualization Framework for Moving Trajectories [In Chinese]

https://github.com/Gorov/DiverseFewShot_Amazon
Diverse Few-Shot Text Classification with Multiple Metrics

https://github.com/hitvoice/RE2
Simple and Effective Text Matching with Richer Alignment Features

https://github.com/mit-nlp/MITIE
Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction

https://github.com/Lasagne/Lasagne
Bidirectional RNN for Medical Event Detection in Electronic Health Records
UTA DLNLP at SemEval-2016 Task 12: Deep Learning Based Natural Language Processing System for Clinical Information Identification from Clinical Notes and Pathology Reports
Subword-augmented Embedding for Cloze Reading Comprehension
Multimedia Lab @ ACL WNUT NER Shared Task: Named Entity Recognition for Twitter Microposts using Distributed Word Representations

https://github.com/FudanNLP/
Adversarial Multi-Criteria Learning for Chinese Word Segmentation

https://github.com/umashanthi-research/
A Multidimensional Lexicon for Interpersonal Stancetaking

http://github.com/jfaucon/corpus-LING_GEOP
Automatic Detection of Document Organizational Structure from Visual and Lexical Markers (Détection automatique de la structure organisationnelle de documents à partir de marqueurs visuels et lexicaux) [in French]

https://github.com/pytorch/translate
Simple Fusion: Return of the Language Model

https://github.com/dikonov/Universal-Dictionary-of-Concepts/tree/master/data/csv
Creating rich online dictionaries for the Lao–French language pair, reusable for Machine Translation

https://github.com/joshua-decoder
Exploring Grammatical Error Correction with Not-So-Crummy Machine Translation

https://github.com/LuminosoInsight/python-ftfy
Kyoto University Participation to the WMT 2019 News Shared Task

https://github.com/umanlp/XWEAT
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors

https://github.com/lzhang10/ME
Semi-automatic Annotation of Chinese Word Structure

https://unimorph.github.io/
CUNI x-ling: Parsing Under-Resourced Languages in CoNLL 2018 UD Shared Task
From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings
Morpheus: A Neural Network for Jointly Learning Contextual Lemmatization and Morphological Tagging

https://github.com/codelucas/newspaper/
News Article Teaser Tweets and How to Generate Them

https://github.com/pdasigi/
Ontology-Aware Token Embeddings for Prepositional Phrase Attachment

https://github.com/neologd/
Modeling Situations in Neural Chat Bots
Analyzing Semantic Change in Japanese Loanwords
Never Abandon Minorities: Exhaustive Extraction of Bursty Phrases on Microblogs Using Set Cover Problem
Segmentation-free compositional n-gram embedding-gram embedding
Dataset Creation for Ranking Constructive News Comments

https://github.com/aciapetti/
Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction pipeline for under-resourced languages

https://github.com/cerisara/
Multi-task dialog act and sentiment recognition on Mastodon

https://github.com/yinwenpeng/Attentive_
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms

https://github.com/bdhingra/tweet2vec
Character-based Neural Embeddings for Tweet Clustering
Tweet2Vec: Character-Based Distributed Representations for Social Media
Responsive and Self-Expressive Dialogue Generation

https://github.com/code4conference/code4sc
A Language Model based Evaluator for Sentence Compression

https://github.com/yya518/
Efficient Methods for Incorporating Knowledge into Topic Models

https://github.com/jiasenlu/
Vision and Language Integration: Moving beyond Objects
Human Attention in Visual Question Answering: Do Humans and Deep Networks look at the same regions?

https://github.com/pecorarista/metaphor-evaluation-result
Evaluation Metrics for Automatically Generated Metaphorical Expressions

https://github.com/webis-de/NAACL-19
Generalizing Unmasking for Short Texts

https://github.com/JunweiBao/MulCQA/tree/ComplexQuestions
Constraint-Based Question Answering with Knowledge Graph

https://www.github.com/chrishokamp/synthetic-embeddings
DCU-SEManiacs at SemEval-2016 Task 1: Synthetic Paragram Embeddings for Semantic Textual Similarity

https://github.com/A2Zadeh/CMU-
DNN Multimodal Fusion Techniques for Predicting Video Sentiment
Recognizing Emotions in Video Using Multimodal DNN Feature Fusion

https://github.com/MaxwellRebo/awesome-2vec
Bot2Vec: Learning Representations of Chatbots

http://github.com/fchollet/keras/
Spotting Spurious Data with Neural Networks

https://github.com/taoyds/typesql
TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation

https://github.com/idiap/HAN_NMT
Document-Level Neural Machine Translation with Hierarchical Attention Networks

https://github.com/Aitjcize/creepy
Bitextor’s participation in WMT’16: shared task on document alignment

https://github.com/qcri/e-wer
Word Error Rate Estimation for Speech Recognition: e-WER

http://github.com/danieldk/tinyest
Assessing the Readability of Sentences: Which Corpora and Features?
Discriminative features in reversible stochastic attribute-value grammars
Reversible Stochastic Attribute-Value Grammars

https://github.com/ufal/
The Public License Selector: Making Open Licensing Easier

https://github.com/azpoliak/eco
Efficient, Compositional, Order-sensitive n-gram Embeddings

https://github.com/miyyer/dan
Aff2Vec: Affect–Enriched Distributional Word Representations
Refining Word Embeddings for Sentiment Analysis

https://github.com/LopezGG/NN_NER_tensorFlow
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models

https://github.com/ufal/nametag
Open-Source Tools for Morphology, Lemmatization, POS Tagging and Named Entity Recognition

https://github.com/ThreeTreeStar/Question-Answering
DUT-BIM at MEDIQA 2019: Utilizing Transformer Network and Medical Domain-Specific Contextualized Representations for Question Answering

https://github.com/hhexiy/interpretese
Interpretese vs. Translationese: The Uniqueness of Human Strategies in Simultaneous Interpretation

https://github.com/tommccoy1/hans
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference

https://github.com/yvchen/JointSLU/tree/master/data
Modeling with Recurrent Neural Networks for Open Vocabulary Slots
Deep Unknown Intent Detection with Margin Loss

https://github.com/NaNoGenMo/2018/issues/{issuenumber}
Narrative Generation in the Wild: Methods from NaNoGenMo

https://github.com/EdinburghNLP/nematus/tree/
Regularization techniques for fine-tuning in neural machine translation

http://github.com/GarrettNicolai/DTLM
String Transduction with Target Language Models and Insertion Handling

https://github.com/wuch15/SMM4H
Detecting Tweets Mentioning Drug Name and Adverse Drug Reaction with Hierarchical Tweet Representation and Multi-Head Self-Attention

https://github.com/paramveerdhillon/
Encoding Prior Knowledge with Eigenword Embeddings

http://github.com/lowerquality/gentle
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations

https://github.com/CoNLL-UD-2017
CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies

https://github.com/yunan4nlp/NNDisParser
Transition-based Neural RST Parsing with Implicit Syntax Features

https://github.com/hyperparticle/
LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs

https://github.com/bgalitsky/relevance-based-on-parse-trees
A Tool for Efficient Content Compilation

https://github.com/jmcrego/similarity
Fixing Translation Divergences in Parallel Corpora for Neural MT

https://github.com/neubig/nile
Cross-language Projection of Dependency Trees with Constrained Partial Parsing for Tree-to-Tree Machine Translation

https://github.com/eibeke/El-Capitan-Dataset
Extracting and Understanding Contrastive Opinion through Topic Relevant Sentences

https://github.com/qe-team/marmot
Contextual Encoding for Translation Quality Estimation
Alibaba Submission for WMT18 Quality Estimation Task
Findings of the 2015 Workshop on Statistical Machine Translation

https://github.com/lzhang10/maxent#readme
Linguistic Profiling based on General–purpose Features and Native Language Identification

https://github.com/nikitakit/voxelworld
Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space

https://github.com/ThiagoCF05/
Surface Realization Shared Task 2018 (SR18): The Tilburg University Approach
NeuralREG: An end-to-end approach to referring expression generation

https://github.com/CommonCoreOntology
Rapid Customization for Event Extraction

https://github.com/acoli-repo/LLODifier
Universal Morphologies for the Caucasus region

https://allenai.github.io/bi-att-flow/
Comparative Analysis of Neural QA models on SQuAD
Towards Inference-Oriented Reading Comprehension: ParallelQA

https://github.com/googlei18n/language-resources/
FonBund: A Library for Combining Cross-lingual Phonological Segment Data

https://github.com/kdrl/WNE
Word-like character n-gram embedding

https://github.com/facebookarchive/
Reducing Odd Generation from Neural Headline Generation

https://github.com/percyliang/sempre
Improving Semantic Parsing via Answer Type Inference
Sequence-based Structured Prediction for Semantic Parsing
Semantic Parsing with Dual Learning

https://github.com/chokkan/liblbfgs
A Utility Model of Authors in the Scientific Community

https://github.com/DeepLearnXMU/VNMT
Variational Neural Machine Translation

https://github.com/TitasNandi/cQARank
IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue Identification

https://stonybrooknlp.github.io/user-factor-adaptation/
Human Centered NLP with User-Factor Adaptation

http://github.com/bguil/Depling2017
Enhanced UD Dependencies with Neutralized Diathesis Alternation

https://github.com/MartenPostma/
VUA-background : When to Use Background Information to Perform Word Sense Disambiguation
What implementation and translation teach us: the case of semantic similarity measures in wordnets

https://github.com/vered1986/HypeNET
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method

https://github.com/bflashcp3f/PCNN-NMAR
Structured Minimally Supervised Learning for Neural Relation Extraction

https://github.com/cnunlp/
Neural Multitask Learning for Simile Recognition

https://github.com/kkalouli/SICK-processing/tree/master/pairs
Correcting Contradictions
Textual Inference: getting logic from humans

https://github.com/zengjichuan/TMN
Topic-Aware Neural Keyphrase Generation for Social Media Language

https://github.com/WING-NUS/scisumm-corpus
Overview of the CL-SciSumm 2016 Shared Task

https://github.com/sudhabh/SenseMerging
Merging Verb Senses of Hindi WordNet using Word Embeddings

https://github.com/huggingface/pytorch-
Correlating Neural and Symbolic Representations of Language
Is It Dish Washer Safe? Automatically Answering “Yes/No” Questions Using Customer Reviews

http://github.com/sheffieldnlp/
USFD at SemEval-2016 Task 6: Any-Target Stance Detection on Twitter with Autoencoders

https://github.com/Determined22/zh-NER-TF
Automatic Error Correction on Japanese Functional Expressions Using Character-based Neural Machine Translation

https://github.com/scientific-coder/-
Non-linear Mapping for Improved Identification of 1300+ Languages

https://github.com/Yorko/
Resolving Gendered Ambiguous Pronouns with BERT

https://github.com/jabalazs/
Refining Raw Sentence Representations for Textual Entailment Recognition via Attention

https://github.com/reddit-archive/
Augmenting Neural Response Generation with Context-Aware Topical Attention

https://github.com/klout/opendata/blob/
Lithium NLP: A System for Rich Information Extraction from Noisy User Generated Text on Social Media

https://github.com/ltl-ude/
Cross-Lingual Content Scoring
The Influence of Spelling Errors on Content Scoring Performance

https://facebook.github.io/react
Handling Big Data and Sensitive Data Using EUDAT’s Generic Execution Framework and the WebLicht Workflow Engine.

https://github.com/WeimingWen/CCRV
Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content

http://github.com/takase/relPatSim
Composing Distributed Representations of Relational Patterns

https://github.com/bncolorado/
A Comparison of Feature-Based and Neural Scansion of Poetry
Metrical Annotation of a Large Corpus of Spanish Sonnets: Representation, Scansion and Evaluation

https://github.com/VT-vision-lab/
Analyzing the Behavior of Visual Question Answering Models

https://github.com/roeeaharoni/morphological-
Surprisingly Easy Hard-Attention for Sequence to Sequence Learning
Evaluating Historical Text Normalization Systems: How Well Do They Generalize?

https://github.com/nokuno/jsc
An Ensemble Model of Word-based and Character-based Models for Japanese and Chinese Input Method

https://github.com/bakrianoo/aravec
Arabic Named Entity Recognition: What Works and What’s Next
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings

https://github.com/ivulic/
Multilingual and Cross-Lingual Graded Lexical Entailment

https://github.com/mtresearcher/
Online Learning Approaches in Computer Assisted Translation
Training Neural Machine Translation to Apply Terminology Constraints

https://github.com/ghpaetzold/PET
Findings of the WMT 2018 Shared Task on Quality Estimation

https://github.com/cfmrp/tutorial
Graph-Based Meaning Representations: Design and Processing

https://github.com/pedrobalage/
NILC_USP: Aspect Extraction using Semantic Labels

https://github.com/lium-lst/
LIUM-CVC Submissions for WMT17 Multimodal Translation Task

https://google.github.io/seq2seq/
A Bag of Useful Tricks for Practical Neural Machine Translation: Embedding Layer Initialization and Large Batch Size

https://github.com/jamesmullenbach/
Clinical Concept Extraction for Document-Level Coding

https://github.com/discourse-lab/dimlex/
Adding Semantic Relations to a Large-Coverage Connective Lexicon of German
Enriching a Lexicon of Discourse Connectives with Corpus-based Data

https://github.com/antot/neural_vs_
A Multifaceted Evaluation of Neural versus Phrase-Based Machine Translation for 9 Language Directions

https://github.com/pytorch/pytorch/
Content Aware Source Code Change Description Generation

https://github.com/dpressel/baseline
Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP

https://github.com/Sereni/Appraise/tree/
Evaluating machine translation for assimilation via a gap-filling task

https://github.com/OpenGenderTracking/globalnamedata
Demographer: Extremely Simple Name Demographics

https://github.com/denizyuret/fastsubs-googlecode
Bundled Gap Filling: A New Paradigm for Unambiguous Cloze Exercises

https://github.com/wiseman/py-webrtcvad
Future Directions in Technological Support for Language Documentation

https://github.com/surmenok/keras
Figure Eight at SemEval-2019 Task 3: Ensemble of Transfer Learning Methods for Contextual Emotion Detection

https://github.com/ryankiros/visual-semantic-embedding
Focused Evaluation for Image Description with Binary Forced-Choice Tasks

https://github.com/enewe101/relational-nouns-lrec-2018
Constructing a Lexicon of Relational Nouns

https://github.com/Lambda-3/Graphene/tree/master/wiki/supplementary
Graphene: Semantically-Linked Propositions in Open Information Extraction

http://github.com/google/
Improving homograph disambiguation with supervised machine learning

https://github.com/olemb/mido
Towards a music-language mapping

http://github.com/nlpub/projlearn
Negative Sampling Improves Hypernymy Extraction Based on Projection Learning

https://andre-martins.github.io
Latent Structure Models for Natural Language Processing

https://github.com/sebastianruder/NLP-progress/blob/master/language_
Evaluating Text GANs as Language Models

https://github.com/moses-smt/mosesdecoder/blob/mast
Unsupervised Pivot Translation for Distant Languages

https://github.com/heussd/faust.rdf/b
Faust.rdf - Taking RDF literally

https://github.com/lorenzoferrone/pyDTK
SyntNN at SemEval-2018 Task 2: is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons

https://github.com/ag-sc/matoll
Learning Embeddings to lexicalise RDF Properties

https://github.com/tolga-b/
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them

https://github.com/UniversalDependencies/UD
A Legal Perspective on Training Models for Natural Language Processing
Parsing Tweets into Universal Dependencies

https://github.com/shangjingbo1226/
PhraseCTM: Correlated Topic Modeling on Phrases within Markov Random Fields
Learning Named Entity Tagger using Domain-Specific Dictionary

http://github.com/google/topdown-btg-preordering
Recursive Neural Network Based Preordering for English-to-Japanese Machine Translation

https://github.com/giodegas/
An Extensible Multilingual Open Source Lemmatizer

https://github.com/jflanigan/jamr/tree/Generator
AMR-to-text generation as a Traveling Salesman Problem

https://github.com/yftah89/Neural-SCL-
Neural Structural Correspondence Learning for Domain Adaptation

https://github.com/maxxkia/g-ssl-crf
Graph-Based Semi-Supervised Conditional Random Fields For Spoken Language Understanding Using Unaligned Data

https://github.com/sebastien-j/LV_
On Using Very Large Target Vocabulary for Neural Machine Translation

https://omidb.github.io/
Apples to Apples: Learning Semantics of Common Entities Through a Novel Comprehension Task

http://ghpaetzold.github.io/MorphAdornerToolkit/
LEXenstein: A Framework for Lexical Simplification

https://github.com/yinwenpeng/Attentive
Term Definitions Help Hypernymy Detection
End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions

https://github.com/mrharicot/monodepth
SpatialVOC2K: A Multilingual Dataset of Images with Annotations and Features for Spatial Relations between Objects
Adding the Third Dimension to Spatial Relation Detection in 2D Images

https://github.com/Cyvhee/SemEval2018-Task3/
SemEval-2018 Task 3: Irony Detection in English Tweets

https://github.com/bethard/
SemEval 2018 Task 6: Parsing Time Normalizations
Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers
From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations
A Semantically Compositional Annotation Scheme for Time Normalization
Attention Neural Model for Temporal Relation Extraction

https://github.com/tweepy/tweepy
We Usually Don’t Like Going to the Dentist: Using Common Sense to Detect Irony on Twitter
A German Twitter Snapshot

https://github.com/yuchenz/
Neural Ranking Models for Temporal Dependency Structure Parsing

https://github.com/uds-lsv/coling2018
Automatically Creating a Lexicon of Verbal Polarity Shifters: Mono- and Cross-lingual Methods for German

https://github.com/jbingel/cwi2016
CoastalCPH at SemEval-2016 Task 11: The importance of designing your Neural Networks right

https://github.com/aneesh-joshi/LSTM_
Cross-lingual Annotation Projection Is Effective for Neural Part-of-Speech Tagging

https://github.com/thu-ml/zhusuan
Assessing Quality Estimation Models for Sentence-Level Prediction

http://unimorph.github.io/
Universal Morphologies for the Caucasus region

https://github.com/brendano/ark-tweet-nlp
Adapting taggers to Twitter with not-so-distant supervision

https://github.com/clld/clldclient
Concepticon: A Resource for the Linking of Concept Lists

https://github.com/quankiquanki/
Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance
Pivot Based Language Modeling for Improved Neural Domain Adaptation
Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation
Towards Explainable NLP: A Generative Explanation Framework for Text Classification

https://github.com/kaayy/structured-attention
Textual Entailment with Structured Attentions and Composition

https://github.com/CoEDL/yinarlingi
Future Directions in Technological Support for Language Documentation

http://www.github.com/clab/cnn
Deep multi-task learning with low level tasks supervised at lower layers

https://github.com/ijab/trec_file_ir/tree/master/bin/edu/pitt/sis/infsci2140/analysis
Says Who…? Identification of Expert versus Layman Critics’ Reviews of Documentary Films

https://github.com/wang-h/min-cutnalign
Combining fast_align with Hierarchical Sub-sentential Alignment for Better Word Alignments

https://github.com/osmanio2/
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling

https://github.com/afshinrahimi/mmner
Massively Multilingual Transfer for NER

https://github.com/Alex-Fabbri/
Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model

https://github.com/BeckyMarvin/LM
Compound Probabilistic Context-Free Grammars for Grammar Induction

https://github.com/Aditi138/Embeddings/
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations

https://sigmorphon.github
A Simple Joint Model for Improved Contextual Neural Lemmatization

https://github.com/Waino/OpenNMT-py/tree/same_length_decoder
North Sámi morphological segmentation with low-resource semi-supervised sequence labeling

http://github.com/senticnet/meld
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations

https://github.com/deepmipt/ru_
Tuning Multilingual Transformers for Language-Specific Named Entity Recognition

http://github.com/janabeck/Annotald
The Icelandic Parsed Historical Corpus (IcePaHC)

https://github.com/mjockers/syuzhet
Identifying the sentiment styles of YouTube’s vloggers

https://github.com/UUDigitalHumanitieslab/
Mapping the Perfect via Translation Mining
Extensions to the GrETEL Treebank Query Application

https://github.com/utcompling/textgrounder
Creating a Novel Geolocation Corpus from Historical Texts

https://github.com/apmoore1/semeval#
Lancaster A at SemEval-2017 Task 5: Evaluation metrics matter: predicting sentiment from financial news headlines

https://github.com/ghdi6758/SemAxis
SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment

https://github.com/marcoguerini/
Echoes of Persuasion: The Effect of Euphony in Persuasive Communication

https://github.com/dheeraj7596/SCDV
SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations

https://github.com/zzcoolj/
zNLP: Identifying Parallel Sentences in Chinese-English Comparable Corpora

https://github.com/LiCo-TREiL/
An LSTM Adaptation Study of (Un)grammaticality

https://github.com/apmoore1/semeval/
Lancaster A at SemEval-2017 Task 5: Evaluation metrics matter: predicting sentiment from financial news headlines

http://github.com/own-pt/
Semantic Links for Portuguese

https://github.com/peterexner/
REFRACTIVE: An Open Source Tool to Extract Knowledge from Syntactic and Semantic Relations

https://github.com/HeidelTime
Event Time Extraction with a Decision Tree of Neural Classifiers

https://github.com/cnap/sentence-compression
A Proposition-Based Abstractive Summariser

https://github.com/esantus/Thematic
Measuring Thematic Fit with Distributional Feature Overlap

https://github.com/sheffieldnlp/fever-
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms

https://github.com/signbank/
Signbank: Software to Support Web Based Dictionaries of Sign Language

https://github.com/stanfordnlp/treelstm
SimiHawk at SemEval-2016 Task 1: A Deep Ensemble System for Semantic Textual Similarity
Refining Word Embeddings for Sentiment Analysis

https://github.com/comphist/norma
Improving historical spelling normalization with bi-directional LSTMs and multi-task learning
Normalizing Medieval German Texts: from rules to deep learning
Learning attention for historical text normalization by learning to pronounce
A Large-Scale Comparison of Historical Text Normalization Systems

https://github.com/mfaruqui/
Evaluation of Word Vector Representations by Subspace Alignment
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training
Encoding Prior Knowledge with Eigenword Embeddings
Sparse Overcomplete Word Vector Representations
Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding
Word Embeddings for Code-Mixed Language Processing
Towards Qualitative Word Embeddings Evaluation: Measuring Neighbors Variation
Learning principled bilingual mappings of word embeddings while preserving monolingual invariance
Assessing State-of-the-Art Sentiment Models on State-of-the-Art Sentiment Datasets
Cross-lingual Wikification Using Multilingual Embeddings
Enhancing biomedical word embeddings by retrofitting to verb clusters

https://github.com/julianbrooke/
Unsupervised Acquisition of Comprehensive Multiword Lexicons using Competition in an n-gram Lattice

https://github.com/ramon-astudillo/
Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces

https://github.com/knowitall/morpha
The OSU Realizer for SRST ‘18: Neural Sequence-to-Sequence Inflection and Incremental Locality-Based Linearization
Extracting Lexically Divergent Paraphrases from Twitter

https://github.com/majineu/Parser/Punc/A-STD
Punctuation Processing for Projective Dependency Parsing

https://github.com/stevecassidy/ald
Publishing the Trove Newspaper Corpus

https://stanfordnlp.github.io/
The GermaParl Corpus of Parliamentary Protocols
Findings of the WMT 2017 Biomedical Translation Shared Task
Findings of the WMT 2018 Biomedical Translation Shared Task: Evaluation on Medline test sets
Bf3R at SemEval-2018 Task 7: Evaluating Two Relation Extraction Tools for Finding Semantic Relations in Biomedical Abstracts
SemEval-2018 Task 7: Semantic Relation Extraction and Classification in Scientific Papers
ThisIsCompetition at SemEval-2019 Task 9: BERT is unstable for out-of-domain samples
Distant Learning for Entity Linking with Automatic Noise Detection
Sequential Attention with Keyword Mask Model for Community-based Question Answering
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation

https://github.com/vgtomahawk/Charmanteau-CamReady
Simple Models for Word Formation in Slang

https://github.com/bendichter/tenseflow
Cross-Sentence Grammatical Error Correction

https://github.com/yandex/
Reference-based Metrics can be Replaced with Reference-less Metrics in Evaluating Grammatical Error Correction Systems
Investigating Speech Recognition for Improving Predictive AAC

https://github.com/aymara/lima/wiki
The LIMA Multilingual Analyzer Made Free: FLOSS Resources Adaptation and Correction

https://github.com/marian-nmt/marian-
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++
PROMT Systems for WMT 2018 Shared Translation Task
NICT Self-Training Approach to Neural Machine Translation at NMT-2018
Hybrid Data-Model Parallel Training for Sequence-to-Sequence Recurrent Neural Network Machine Translation
PROMT Systems for WMT 2019 Shared Translation Task

https://github.com/ttrouill/complex
Improving Knowledge Graph Embedding Using Simple Constraints
Towards Understanding the Geometry of Knowledge Graph Embeddings

http://universaldependencies.github
Improving Word Sense Disambiguation with Linguistic Knowledge from a Sense Annotated Treebank
Universal Dependencies for Croatian (that work for Serbian, too)
Sharing annotations better: RESTful Open Annotation
Towards Universal Web Parsebanks

https://github.com/jsvine/markovify
Narrative Generation in the Wild: Methods from NaNoGenMo

https://github.com/IBMMRL/medinfo2015
NER for Medical Entities in Twitter using Sequence to Sequence Neural Networks
Investigating Public Health Surveillance using Twitter

https://github.com/haierlord/resource/blob/master
ECNU at SemEval-2017 Task 8: Rumour Evaluation Using Effective Features and Supervised Ensemble Models

https://github.com/tomo-wb/GEC_CCE
Cross-Corpora Evaluation and Analysis of Grammatical Error Correction Models — Is Single-Corpus Evaluation Enough?

https://foilunitn.github.io/
Vision and Language Integration: Moving beyond Objects
Defoiling Foiled Image Captions
Evaluating the Representational Hub of Language and Vision Models

https://github.com/evanmilte
Pragmatic Factors in Image Description: The Case of Negations

https://github.com/uds-lsv/Multi-Sense-Embeddings-Reverse-Dictionaries
Using Multi-Sense Vector Embeddings for Reverse Dictionaries

https://github.com/AndreFCruz/
Team Fernando-Pessa at SemEval-2019 Task 4: Back to Basics in Hyperpartisan News Detection

https://github.com/larsmans/seqlearn
On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements

https://github.com/wangcunxiang/Sen-
Does it Make Sense? And Why? A Pilot Study for Sense Making and Explanation

https://github.com/bvidgen/Challenges-and-frontiers-
Challenges and frontiers in abusive content detection

https://github.com/ojahnn/caused-motion-xmg
Modeling the Induced Action Alternation and the Caused-Motion Construction with Tree Adjoining Grammar (TAG) and Semantic Frames

https://github.com/pks/rebol
Response-based Learning for Machine Translation of Open-domain Database Queries

https://github.com/sigmorphon/conll2018/tree/master/
Combining Neural and Non-Neural Methods for Low-Resource Morphological Reinflection

https://github.com/dfki-nlp/diamat
Train, Sort, Explain: Learning to Diagnose Translation Models

https://github.com/zhongboyin/SemEval2018
IRCMS at SemEval-2018 Task 7 : Evaluating a basic CNN Method and Traditional Pipeline Method for Relation Classification

https://github.com/aidantee/
Large-scale Exploration of Neural Relation Classification Architectures

https://github.com/jbjorne/TEES/wiki/
WBI-DDI: Drug-Drug Interaction Extraction using Majority Voting
Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing
EVEX in ST’13: Application of a large-scale text mining resource to event extraction and network construction

https://github.com/cpdoc/dhbb-nlp
Text Mining for History: first steps on building a large dataset

https://github.com/tuur/SPTempRels
Structured Learning for Temporal Relation Extraction from Clinical Records
KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records

https://github.com/forkunited/ltprg
Learning from Omission

https://github.com/Marsan-Ma/chat_
Improving Neural Conversational Models with Entropy-Based Data Filtering

https://github.com/ixa-ehu/kaflib
IXA pipeline: Efficient and Ready to Use Multilingual NLP tools
Multilingual, Efficient and Easy NLP Processing with IXA Pipeline

https://github.com/sidaw/nbsvm
Weighted Neural Bag-of-n-grams Model: New Baselines for Text Classification

https://github.com/novelmartis/RD16demo
Implementing a Reverse Dictionary, based on word definitions, using a Node-Graph Architecture

https://github.com/asciimoo/searx/wiki/Searx-instances
Efficient construction of metadata-enhanced web corpora

https://github.com/tangjianpku/LINE
News Citation Recommendation with Implicit and Explicit Semantics

https://github.com/Keith-Godwin/QG-STEC-plus
Collecting Reliable Human Judgements on Machine-Generated Language: The Case of the QG-STEC Data

http://github.com/BuzzFeedNews/2016-10-facebook-fact-check
A Stylometric Inquiry into Hyperpartisan and Fake News

https://github.com/LibertFan/
Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning

https://github.com/shubhamagarwal92/mmd
Improving Context Modelling in Multimodal Dialogue Generation
A Knowledge-Grounded Multimodal Search-Based Conversational Agent

https://github.com/Per-
Proceedings of the Qualities of Literary Machine Translation

https://github.com/subacl/acl16
Leveraging FrameNet to Improve Automatic Event Detection
Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms

https://github.com/hywangntut/KBE
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement

https://github.com/jkkummerfeld/
Parsing with Traces: An O(n4) Algorithm and a Structural Representation
Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation

https://github.com/ZurichNLP/
A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation
Training Data Augmentation for Context-Sensitive Neural Lemmatizer Using Inflection Tables and Raw Text

https://github.com/kudkudak/word-embeddings-benchmarks
R-grams: Unsupervised Learning of Semantic Units in Natural Language

https://github.com/othman-zennaki/RNN_
Unsupervised and Lightly Supervised Part-of-Speech Tagging Using Recurrent Neural Networks

https://github.com/danpovey/pocolm
An enhanced automatic speech recognition system for Arabic

https://github.com/flammie/omorfi/tree/develop/src/python
Neural and rule-based Finnish NLP models—expectations, experiments and experiences

https://github.com/InaRoesiger/BridgingSystem
Bridging resolution: Task definition, corpus resources and rule-based experiments

http://github.com/woodrad/
AUEB-ABSA at SemEval-2016 Task 5: Ensembles of Classifiers and Embeddings for Aspect Based Sentiment Analysis

https://github.com/Maluuba/mctest-model
A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data

https://www.github.com/c
A Shared Task on Multimodal Machine Translation and Crosslingual Image Description

https://github.com/elastic/elasticsearch
Revisiting Summarization Evaluation for Scientific Articles

https://github.com/mayhewsw/
Legal Linking: Citation Resolution and Suggestion in Constitutional Law

https://github.com/stanojevic/Move-Eager-
The Active-Filler Strategy in a Move-Eager Left-Corner Minimalist Grammar Parser

https://github.com/metashare/META-SHARE
The META-SHARE Language Resources Sharing Infrastructure: Principles, Challenges, Solutions
The META-SHARE Metadata Schema for the Description of Language Resources
A Data Sharing and Annotation Service Infrastructure
META-SHARE: One year after

https://github.com/johnthebrave/nlidb-datasets
Natural Language Interface for Databases Using a Dual-Encoder Model

https://github.com/awslabs/sockeye
The JHU Machine Translation Systems for WMT 2018
A Stochastic Decoder for Neural Machine Translation
The Sockeye Neural Machine Translation Toolkit at AMTA 2018
Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning
Coreference and Coherence in Neural Machine Translation: A Study Using Oracle Experiments
Kingsoft’s Neural Machine Translation System for WMT19
DFKI-NMT Submission to the WMT19 News Translation Task
Combining Local and Document-Level Context: The LMU Munich Neural Machine Translation System at WMT19
Negative Lexically Constrained Decoding for Paraphrase Generation
Improving Anaphora Resolution in Neural Machine Translation Using Curriculum Learning

https://github.com/Tsinghua-PhD/APE
Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge Bases

https://github.com/braingineer/neural_tree_grammar
Syntactic realization with data-driven neural tree grammars

https://github.com/antonkarl/icecorpus
The Icelandic Parsed Historical Corpus (IcePaHC)

https://github.com/tensorflow/tensor2tensor/pull/611
Online Distilling from Checkpoints for Neural Machine Translation

https://github.com/jonathandunn/
Modeling Global Syntactic Variation in English Using Dialect Classification

https://github.com/clarin-eric/VLO/blob/master/vlo-commons/s
Facilitating Metadata Interoperability in CLARIN-DK

https://github.com/ninjin/
BioNLP Shared Task 2013: Supporting Resources

https://sheffieldnlp.github.io/
Sheffield Submissions for the WMT18 Quality Estimation Shared Task

http://github.com/stanfordnlp/CoreNLP
Multitask Parsing Across Semantic Representations

https://github.com/GradySimon/
Linguistically Rich Vector Representations of Supertags for TAG Parsing

https://github.com/knmnyn/ParsCit
Providing and Analyzing NLP Terms for our Community
hyperdoc2vec: Distributed Representations of Hypertext Documents

https://github.com/wolet/sprml13-word-embeddings
The AI-KU System at the SPMRL 2013 Shared Task : Unsupervised Features for Dependency Parsing
Low-Rank Tensors for Scoring Dependency Structures

https://github.com/M4t1ss/Multi-System-Hybrid-Translator
Multi-system machine translation using online APIs for English-Latvian
Syntax-based Multi-system Machine Translation

https://github.com/rsennrich/clevertagger
Anaphoricity in Connectives: A Case Study on German
The JHU Machine Translation Systems for WMT 2016

http://github.com/SheffieldML/GPy
Gaussian Processes for Natural Language Processing
Joint Emotion Analysis via Multi-task Gaussian Processes

https://github.com/first20hours/google-10000-english
Cross-Lingual Sentiment Analysis Without (Good) Translation
Strong Baselines for Complex Word Identification across Multiple Languages

https://github.com/abachaa/MEDIQA2019/tree/master/Eva
DUT-BIM at MEDIQA 2019: Utilizing Transformer Network and Medical Domain-Specific Contextualized Representations for Question Answering

https://github.com/hunspell/hunspell
Multi-modular domain-tailored OCR post-correction

https://github.com/ColiLea/prosodyAOA
Unsupervised Induction of Linguistic Categories with Records of Reading, Speaking, and Writing

https://github.com/avi-jit/SWOW-eval
SWOW-8500: Word Association task for Intrinsic Evaluation of Word Embeddings

https://github.com/ShiPeng95/ShallowJoint
Exploiting Mutual Benefits between Syntax and Semantic Roles using Neural Network

https://github.com/mongoose54/negex/
Subversive Toxicity Detection using Sentiment Information

http://github.com/YuHui0117/AMTE
CASICT-DCU Participation in WMT2015 Metrics Task

http://github.com/RikVN/DRS_parsing/
Evaluating Scoped Meaning Representations

https://github.com/fchollet/keras/tree/master/keras
Exploratory Neural Relation Classification for Domain Knowledge Acquisition

https://github.com/ldmt-muri/alignment-with-openfst
The CMU Submission for the Shared Task on Language Identification in Code-Switched Data

https://github.com/QAML/
A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines

https://github.com/Unbabel/
Findings of the WMT 2018 Shared Task on Quality Estimation
Translator2Vec: Understanding and Representing Human Post-Editors

http://github.com/CoNLL-UD-2018/
UDPipe at SIGMORPHON 2019: Contextualized Embeddings, Regularization with Morphological Categories, Corpora Merging

https://github.com/davidsbatista/
Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantics

https://github.com/clips/
PyRATA, Python Rule-based feAture sTructure Analysis

http://github.com/kylebgorman/textgrid.py
A Web Application for Automated Dialect Analysis

https://github.com/ajb129/tscorpus
DynamicPower at SemEval-2016 Task 8: Processing syntactic parse trees with a Dynamic Semantics core
Round trips with meaning stopovers

https://github.com/odashi/mteval
Improving Low-Resource Neural Machine Translation with Filtered Pseudo-Parallel Corpus
Detecting Untranslated Content for Neural Machine Translation
Selecting Informative Context Sentence by Forced Back-Translation
Does NMT make a difference when post-editing closely related languages? The case of Spanish-Catalan

https://github.com/sistanlp/
A Domain-independent Rule-based Framework for Event Extraction

https://github.com/ncbi-nlp/BioSentVec.git
Medical Entity Linking using Triplet Network

https://github.com/zzsfornlp/nngdparser
High-order Graph-based Neural Dependency Parsing

https://parajain.github.io/
Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective

http://lvdmaaten.github.io/tsne/
Distributed Representations for Unsupervised Semantic Role Labeling
A Multitask Objective to Inject Lexical Contrast into Distributional Semantics
Short Text Clustering via Convolutional Neural Networks
Semantically Smooth Knowledge Graph Embedding
Improving Domain Adaptation Translation with Domain Invariant and Specific Information

https://github.com/jhlau/topically-driven-language-model
Topic-Guided Variational Auto-Encoder for Text Generation

https://github.com/beroth/
RelationFactory: A Fast, Modular and Effective System for Knowledge Base Population

https://github.com/wanghm92/Sing_Par/
PoSTWITA-UD: an Italian Twitter Treebank in Universal Dependencies

https://github.com/petrasteiner/morphology
Building a Morphological Treebank for German from a Linguistic Database

http://jbjorne.github.io/TEES/
Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing
Overview of the Pathway Curation (PC) task of BioNLP Shared Task 2013
SemEval-2013 Task 9 : Extraction of Drug-Drug Interactions from Biomedical Texts (DDIExtraction 2013)

https://github.com/vecto-ai/vecto
Transparent, Efficient, and Robust Word Embedding Access with WOMBAT

https://github.com/uds-lsv/TF-NNLM-TK
Closing Brackets with Recurrent Neural Networks

http://www.github.com/emorynlp/nlp4j/
Learning to Recognize Discontiguous Entities

https://github.com/cltl/DutchDescriptions
Cross-linguistic differences and similarities in image descriptions

https://proiel.github.io/
Universal Morphologies for the Caucasus region

https://github.com/INGEOTEC/EvoMSA
INGEOTEC at SemEval-2018 Task 1: EvoMSA and μTC for Sentiment Analysis
INGEOTEC at SemEval-2019 Task 5 and Task 6: A Genetic Programming Approach for Text Classification

https://github.com/plasticityai/
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package

http://github.com/thunlp/OpenKE
OpenKE: An Open Toolkit for Knowledge Embedding

https://github.com/kotfic/i2b2
Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach

https://github.com/cfedermann/
Findings of the WMT 2017 Biomedical Translation Shared Task
Findings of the WMT 2018 Biomedical Translation Shared Task: Evaluation on Medline test sets
Exploring gap filling as a cheaper alternative to reading comprehension questionnaires when evaluating machine translation for gisting
A parallel collection of clinical trials in Portuguese and English
Integrating Meaning into Quality Evaluation of Machine Translation
Findings of the WMT 2019 Biomedical Translation Shared Task: Evaluation for MEDLINE Abstracts and Biomedical Terminologies

https://github.com/NUS-VIP/salicon-evaluation/
DIDEC: The Dutch Image Description and Eye-tracking Corpus

https://github.com/vitaka/morph-xpand-smt
Dealing with Data Sparseness in SMT with Factured Models and Morphological Expansion: a Case Study on Croatian

https://github.com/HKUST-KnowComp/R-Net
Comparative Analysis of Neural QA models on SQuAD
Towards Inference-Oriented Reading Comprehension: ParallelQA
MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller

https://github.com/AlexeySorokin/
What can we gain from language models for morphological inflection?

https://github.com/sythello/CIBB-dataset
Evaluating Machine Translation Performance on Chinese Idioms with a Blacklist Method

https://github.com/hltcoe/
Selective Decoding for Cross-lingual Open Information Extraction

https://github.com/dulceanu/photoshop-quia
PhotoshopQuiA: A Corpus of Non-Factoid Questions and Answers for Why-Question Answering

https://github.com/alvations/stasis
WOLVESAAR at SemEval-2016 Task 1: Replicating the Success of Monolingual Word Alignment and Neural Embeddings for Semantic Textual Similarity
SAARSHEFF at SemEval-2016 Task 1: Semantic Textual Similarity with Machine Translation Evaluation Metrics and (eXtreme) Boosted Tree Ensembles

https://github.com/erikve/bm-nn-parsing
Joint UD Parsing of Norwegian Bokmål and Nynorsk

https://github.com/StephenETaylor/varDialNN
Classifying ASR Transcriptions According to Arabic Dialect

https://github.com/SharmisthaJat/
Relating Simple Sentence Representations in Deep Neural Networks and the Brain
Semi-Supervised Teacher-Student Architecture for Relation Extraction

https://github.com/BBN-E/bbn-transliterator
Out-of-the-box Universal Romanization Tool uroman

https://github.com/kimber-chen/Twitter-stance-
IKM at SemEval-2017 Task 8: Convolutional Neural Networks for stance detection and rumor verification

https://github.com/uhh-lt/
Learning Graph Embeddings from WordNet-based Similarity Measures

https://github.com/rkadlec/ubuntu-ranking-dataset-
Tailored Sequence to Sequence Models to Different Conversation Scenarios
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation

https://github.com/clpsych-2016-shared-task/ro-
The GW/UMD CLPsych 2016 Shared Task System

https://github.com/MengtingWan/
Fine-Grained Spoiler Detection from Large-Scale Review Corpora

https://github.com/ddahlmeier/neural_lm
Target word prediction and paraphasia classification in spoken discourse

https://github.com/mmautner/readability
Dynamic Multi-Level Multi-Task Learning for Sentence Simplification

https://github.com/zeeeyang/lexicon
Context-Sensitive Lexicon Features for Neural Sentiment Analysis

https://github.com/moses-smt/mosesdecoder/blob/RELEASE-3.0/scripts/tokenizer/tokenizer.perl
IITP English-Hindi Machine Translation System at WAT 2016

https://github.com/tocab/semeval2019Task9
DS at SemEval-2019 Task 9: From Suggestion Mining with neural networks to adversarial cross-domain classification

https://github.com/cltl/
VUA-background : When to Use Background Information to Perform Word Sense Disambiguation
SemEval-2018 Task 5: Counting Events and Participants in the Long Tail
NewsReader at SemEval-2018 Task 5: Counting events by reasoning over event-centric-knowledge-graphs
The Event StoryLine Corpus: A New Benchmark for Causal and Temporal Relation Extraction
Semantic overfitting: what ‘world’ do we consider when evaluating disambiguation of text?
Systems’ Agreements and Disagreements in Temporal Processing: An Extensive Error Analysis of the TempEval-3 Task
Don’t Annotate, but Validate: a Data-to-Text Method for Capturing Event Data
More is not always better: balancing sense distributions for all-words Word Sense Disambiguation

https://github.com/coastalcph/dsl_semtagger
The SemDaX Corpus ― Sense Annotations with Scalable Sense Inventories

https://github.com/nicolashernandez/PyRATA
Towards a Diagnosis of Textual Difficulties for Children with Dyslexia

https://github.com/Coppersmith/vennclouds
Dynamic Wordclouds and Vennclouds for Exploratory Data Analysis

https://github.com/stanfordnlp/CoreNLP/tree/
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules

http://github.com/alexrudnick/clwsd
Lexical Selection for Hybrid MT with Sequence Labeling

https://github.com/deepmind/rc-data
Gated-Attention Readers for Text Comprehension
Text Understanding with the Attention Sum Reader Network
Read and Comprehend by Gated-Attention Reader with More Belief

https://github.com/cyrilgoutte/EuroGames16
Real-time Change Point Detection using On-line Topic Models
EuroGames16: Evaluating Change Detection in Online Conversation

https://github.com/AkshitaJha/NLP
When does a compliment become sexist? Analysis and classification of ambivalent sexism using twitter data

https://github.com/ckirov/UniMorph/tree/master/data
Evaluation of Finite State Morphological Analyzers Based on Paradigm Extraction from Wiktionary

https://github.com/ispasic/FlexiTermCymraeg
Unsupervised multi-word term recognition in Welsh

https://github.com/StoryVisualization/Demos
Composing a Picture Book by Automatic Story Understanding and Visualization

http://ucam-smt.github.io/tutorial/
Graph- and surface-level sentence chunking

https://github.com/ysmiao/nvdm
Spherical Latent Spaces for Stable Variational Autoencoders

https://github.com/seomoz/word2gauss
Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding
Embedding Words as Distributions with a Bayesian Skip-gram Model
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment
D-GloVe: A Feasible Least Squares Model for Estimating Word Embedding Densities
Predicting Word Association Strengths

https://github.com/StevenLOL/AbTextSumm
Abstractive Unsupervised Multi-Document Summarization using Paraphrastic Sentence Fusion

https://github.com/bdhingra/quasar
Denoising Distantly Supervised Open-Domain Question Answering

https://github.com/Group-TanakaIshii/
Taylor’s law for Human Linguistic Sequences

https://github.com/ntessore/redsvd-h
Word Embeddings as Metric Recovery in Semantic Spaces

https://github.com/habernal/
SemEval-2018 Task 12: The Argument Reasoning Comprehension Task

https://hunspell.github.io
Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time
Varying image description tasks: spoken versus written descriptions
Unsupervised Compositionality Prediction of Nominal Compounds

https://github.com/ExperimentalTransbank/WikiParal
Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction

https://github.com/AVBelyy/
Improved Evaluation Framework for Complex Plagiarism Detection

https://github.com/dgonzalez-ri/
The Steep Road to Happily Ever after: an Analysis of Current Visual Storytelling Models

http://github.com/utcompling/fieldspring
Text-Driven Toponym Resolution using Indirect Supervision

http://camomile-project.github.io/
The CAMOMILE Collaborative Annotation Platform for Multi-modal, Multi-lingual and Multi-media Documents

https://github.com/rktamplayo/
Entity Commonsense Representation for Neural Abstractive Summarization

https://github.com/cnap/grammaticality-
Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer

https://github.com/tesseract-
Comparison of Visual and Logical Character Segmentation in Tesseract OCR Language Data for Indic Writing Scripts

https://github.com/kenchan0226/keyphrase-generation-rl
Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards

https://github.com/batman2013/
Code-Switching for Enhancing NMT with Pre-Specified Translation

https://github.com/mdtux89/amr-eager
Parsing Meaning Representations: Is Easier Always Better?

https://github.com/iknow/FreeLing/blob/master/doc/
Syntactic methods for negation detection in radiology reports in Spanish

https://github.com/cental/patternsim
Search and Visualization of Semantically Related Words (Recherche et visualisation de mots sémantiquement liés) [in French]
Negative Sampling Improves Hypernymy Extraction Based on Projection Learning

https://github.com/aboev/arae-tf/tree/master/data
Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation

https://github.com/sifrproject/sifr_project_java_ontology_processing
Enrichment of French Biomedical Ontologies with UMLS Concepts and Semantic Types for Biomedical Named Entity Recognition Though Ontological Semantic Annotation
Proceedings of Language, Ontology, Terminology and Knowledge Structures Workshop (LOTKS 2017)

https://github.com/cfedermann/Appraise/
Appraise Evaluation Framework for Machine Translation

https://github.com/google/sentencepiece
Effective Domain Mixing for Neural Machine Translation
Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion
JESC: Japanese-English Subtitle Corpus
A Stochastic Decoder for Neural Machine Translation
Neural Machine Translation Incorporating Named Entity
Tokyo Metropolitan University Neural Machine Translation System for WAT 2017
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing
A Simple and Strong Baseline: NAIST-NICT Neural Machine Translation System for WAT2017 English-Japanese Translation Task
Neural Machine Translation of Logographic Language Using Sub-character Level Information
Proofread Sentence Generation as Multi-Task Learning with Editing Operation Prediction
Sentence-Level Fluency Evaluation: References Help, But Can Be Spared!
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates
Tree as a Pivot: Syntactic Matching Methods in Pivot Translation
Neural Machine Translation of Low-Resource and Similar Languages with Backtranslation
Generalized Data Augmentation for Low-Resource Translation
Factored Neural Machine Translation at LoResMT 2019
Towards Content Transfer through Grounded Text Generation
Kingsoft’s Neural Machine Translation System for WMT19
CVIT-MT Systems for WAT-2018
Findings of the 2019 Conference on Machine Translation (WMT19)
Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models
Evaluating Conjunction Disambiguation on English-to-German and French-to-German WMT 2019 Translation Hypotheses
Bilingual-GAN: A Step Towards Parallel Text Generation

https://github.com/SungjoonPark/factor
Rotated Word Vector Representations and their Interpretability

https://github.com/duyvuleo/Transformer-DyNet/
Improved Neural Machine Translation using Side Information

https://github.com/himawari-san/FishWatchr
Development of a Mobile Observation Support System for Students: FishWatchr Mini

https://github.com/goodmami/gtest
An HPSG-based Shared-Grammar for the Chinese Languages: ZHONG [|]

http://taku910.github.io/mecab/unidic
Integrating empty category detection into preordering Machine Translation

https://github.com/ufal/morphodita
Open-Source Tools for Morphology, Lemmatization, POS Tagging and Named Entity Recognition

https://github.com/CrowdTruth/
Crowdsourcing Semantic Label Propagation in Relation Classification
A Crowdsourced Frame Disambiguation Corpus with Ambiguity

http://github.com/nlx-group
Finely Tuned, 2 Billion Token Based Word Embeddings for Portuguese

https://github.com/dsg-bielefeld/
The Task Matters: Comparing Image Captioning and Task-Based Dialogical Image Description
Resolving References to Objects in Photographs using the Words-As-Classifiers Model

https://github.com/facebook/hiphop-php/wiki/Building-and-installing-HHVM-on-Ubuntu-12.04
Ways of Asking and Replying in Duplicate Question Detection

https://github.com/antske/coref_draft
Studying Muslim Stereotyping through Microportrait Extraction

https://github.com/CornellNLP/
Asking too much? The rhetorical role of questions in political discourse

https://github.com/UKPLab/coling2016-pcrf-seq2seq
Still not there? Comparing Traditional Sequence-to-Sequence Models to Encoder-Decoder Neural Networks on Monotone String Translation Tasks

https://github.com/CatarinaSilva/marian/guided-translation-
Improving Domain Adaptation for Machine Translation withTranslation Pieces

https://github.com/TeamHG-Memex/sklearn-
Conditional Random Fields for Metaphor Detection

https://github.com/josefkr/morphcomp
Evaluating the morphological compositionality of polarity

https://github.com/robertostling/efmaral
CEA LIST: Processing Low-Resource Languages for CoNLL 2018
Phrase-Based SMT for Finnish with More Data, Better Models and Alternative Alignment and Translation Tools

https://github.com/thantthet/
XMU Neural Machine Translation Systems for WAT2018 Myanmar-English Translation Task

https://github.com/pytorch/fairseq/
Strategies for Structuring Story Generation
Improving Robustness of Neural Machine Translation with Multi-task Learning
Depth Growing for Neural Machine Translation
BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model

https://github.com/raymondhs/
Towards Automatic Generation of Shareable Synthetic Clinical Notes Using Neural Language Models

https://github.com/EdinburghNLP/Refr
Iterative Document Representation Learning Towards Summarization with Polishing

http://github.com/newsreader
Semantic Interoperability for Cross-lingual and cross-document Event Detection

https://github.com/nle-ml/mmkb
Learning Sequence Encoders for Temporal Knowledge Graph Completion

https://github.com/robertostling/hnmt
Neural Machine Translation with Extended Context
Extending hybrid word-character neural machine translation with multi-task learning of morphological analysis

https://github.com/bitextor/bitextor-
Collecting domain specific data for MT: an evaluation of the ParaCrawlpipeline

https://github.com/AIPHES/HierarchicalSummarization
Beyond Generic Summarization: A Multi-faceted Hierarchical Summarization Corpus of Large Heterogeneous Data

https://jogracia.github.io/
Developing and Orchestrating a Portfolio of Natural Legal Language Processing and Document Curation Services

https://github.com/TEIC/TEI-Simple
Using TEI for textbook research

https://github.com/lyjlyj517/The-MDSU-Corpus
Deep Learning Paradigm with Transformed Monolingual Word Embeddings for Multilingual Sentiment Analysis

https://tizirinagh.github.io/acl2019/
Data Programming for Learning Discourse Structure

https://github.com/bwallace/JAS;
A Generative Joint, Additive, Sequential Model of Topics and Speech Acts in Patient-Doctor Communication

https://github.com/UCREL/BLC-WSD-Frontend
Creating and Validating Multilingual Semantic Representations for Six Languages: Expert versus Non-Expert Crowds

https://github.com/ryankiros/skip-thoughts/
Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding

http://github.com/ajaech/twittercommunities
Community Member Retrieval on Social Media Using Textual Information

https://github.com/majingCUHK/Rumor_
Rumor Detection on Twitter with Tree-structured Recursive Neural Networks

https://github.com/kanjirz50/mt_
NTT’s Machine Translation Systems for WMT19 Robustness Task

https://github.com/frankier/fiwn
A Contrastive Evaluation of Word Sense Disambiguation Systems for Finnish

https://github.com/fmchowdhury/HyREX
FBK-irst : A Multi-Phase Kernel Based Approach for Drug-Drug Interaction Detection and Classification that Exploits Linguistic Information
Exploiting the Scope of Negations and Heterogeneous Features for Relation Extraction: A Case Study for Drug-Drug Interaction Extraction

https://github.com/thtrieu/darkflow
ImageTTR: Grounding Type Theory with Records in Image Classification for Visual Question Answering

https://github.com/juditacs/sigmorphon2018
BME-HAS System for CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection

https://github.com/nesl/nlp_
Generating Natural Language Adversarial Examples

https://github.com/abenton/wgcca
Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction

https://github.com/mojtaba-khallash/JHazm
AllSummarizer system at MultiLing 2015: Multilingual single and multi-document summarization

https://github.com/moses-smt/mosesdecoder/tree/
Overview of the 3rd Workshop on Asian Translation
Overview of the 1st Workshop on Asian Translation
Overview of the 2nd Workshop on Asian Translation
Proceedings of the 1st Workshop on Asian Translation (WAT2014)

http://github.com/alontalmor/
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension

https://github.com/IKMLab/arct2.git
Probing Neural Network Comprehension of Natural Language Arguments

https://github.com/slavpetrov/universal-pos-tags
Bridging the Gap: Improve Part-of-speech Tagging for Chinese Social Media Texts with Foreign Words

https://github.com/newsreader/ixa-pipe-srl
More than Word Cooccurrence: Exploring Support and Opposition in International Climate Negotiations with Semantic Parsing

https://github.com/cbarrosua/infDataset
Inflection Generation for Spanish Verbs using Supervised Learning

https://github.com/kvarada/non-NA_Resources/tree/master/Kolhatkar-Hirst_2012
Survey: Anaphora With Non-nominal Antecedents in Computational Linguistics: a Survey

http://noisy-text.github.io/norm-shared-task.html
Bekli:A Simple Approach to Twitter Text Normalization.

https://github.com/shimo-lab/kadingir
Cross-Lingual Word Representations via Spectral Graph Embeddings

https://github.com/pkouris/abtextsum
Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization

https://github.com/schemaorg/
DeepAlignment: Unsupervised Ontology Matching with Refined Word Vectors

https://github.com/luofuli/
Towards Fine-grained Text Sentiment Transfer

https://github.com/ddediu/phon-class-counts/blob/
FonBund: A Library for Combining Cross-lingual Phonological Segment Data

http://github.com/odashi/small_parallel_enja
Japanese Predicate Conjugation for Neural Machine Translation

https://github.com/boknilev/dsl-char-cnn
A Character-level Convolutional Neural Network for Distinguishing Similar Languages and Dialects

https://dmg-photobook.github.io
The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue

https://github.com/namisan/mt-dnn
MSIT_SRIB at MEDIQA 2019: Knowledge Directed Multi-task Framework for Natural Language Inference in Clinical Domain.
DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain
Multi-Task Deep Neural Networks for Natural Language Understanding

https://github.com/fannix/Chinese-
Lost in Translations? Building Sentiment Lexicons using Context Based Machine Translation

https://github.com/isl-mt/fluent-fisher
Fluent Translations from Disfluent Speech in End-to-End Speech Translation

https://github.com/charlespwd/project-title
Sarcasm Detection in Chinese Using a Crowdsourced Corpus

https://github.com/sjmaharjan/
Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books
A Genre-Aware Attention Model to Improve the Likability Prediction of Books

https://github.com/thunlp/THUCTC
Super Characters: A Conversion from Sentiment Classification to Image Classification

https://github.com/Cyan4973/xxHash
Dynamic Feature Induction: The Last Gist to the State-of-the-Art

https://github.com/clulab/reach
Learning what to read: Focused machine reading
Swanson linking revisited: Accelerating literature-based discovery across domains using a conceptual influence graph

https://github.com/jsavelka/sbd_adju
Sentence Boundary Detection in Legal Text

https://github.com/SungjoonPark/KoreanWordVectors
Subword-level Word Vector Representations for Korean

https://github.com/ELITR/
SAO WMT19 Test Suite: Machine Translation of Audit Reports

http://github.com/pedrobalage/SemevalTwitterHybridClassifier
NILC_USP: A Hybrid System for Sentiment Analysis in Twitter Messages

https://github.com/jodaiber/semantic_
Unsupervised Compound Splitting With Distributional Semantics Rivals Supervised Methods

https://github.com/abhishek0318/
IIT(BHU)–IIITH at CoNLL–SIGMORPHON 2018 Shared Task on Universal Morphological Reinflection

https://github.com/HackaTAL/2016/tree/master/Tweets
Building timelines of soccer matches from Twitter

https://github.com/data-science-lab/
Asking the Crowd: Question Analysis, Evaluation and Generation for Open Discussion on Online Forums

http://noisy-text.github.io/2016/geo-shared-task.html
CSIRO Data61 at the WNUT Geo Shared Task

https://github.com/yunjey/
Decoding Strategies for Neural Referring Expression Generation
Pragmatically Informative Image Captioning with Character-Level Inference

https://nvidia.github.io/OpenSeq2Seq/html/
CUNI NMT System for WAT 2018 Translation Tasks

https://github.com/taolei87/
Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs

https://github.com/AniSkywalker/SarcasmDetection
Magnets for Sarcasm: Making Sarcasm Detection Timely, Contextual and Very Personal

https://github.com/TalSchuster/
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing

https://cmusphinx.github.io
Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization

https://github.com/EdoFrank/EMNLP2018-ArgMining-Morio
End-to-End Argument Mining for Discussion Threads Based on Parallel Constrained Pointer Architecture

https://github.com/bwbaugh/
A Large Automatically-Acquired All-Words List of Multiword Expressions Scored for Compositionality
MORSE: Semantic-ally Drive-n MORpheme SEgment-er
bwbaugh : Hierarchical sentiment analysis with partial self-training
Assisting Discussion Forum Users using Deep Recurrent Neural Networks

https://github.com/awslabs/fever
FEVER: a Large-scale Dataset for Fact Extraction and VERification

http://alopez.github.io/dreamt
Learning to translate with products of novices: a suite of open-ended challenge problems for teaching MT

https://github.com/ijauregiCMCRC/english
English-Basque Statistical and Neural Machine Translation

https://github.com/cltl/micro-portraits
Studying Muslim Stereotyping through Microportrait Extraction

https://github.com/brmson/
Denoising Distantly Supervised Open-Domain Question Answering
Reading Wikipedia to Answer Open-Domain Questions
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases

https://github.com/ben-aaron188/
Uphill from here: Sentiment patterns in videos from left- and right-wing YouTube news channels

https://github.com/kaayy/josydipa
Joint Syntacto-Discourse Parsing and the Syntacto-Discourse Treebank

https://github.com/karlmoritz/bicvm/
Word Embeddings for Code-Mixed Language Processing

https://github.com/Avmb/dl4mt-lm/
Low-rank passthrough neural networks

https://github.com/espnet/espnet/
Massively Multilingual Adversarial Speech Recognition

https://vista-unitn-uva.github.io
Ask No More: Deciding when to guess in referential visual dialogue
Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat

https://github.com/makinacorpus/Leaflet.TextPath
Web-Based Recording and Visualization Framework for Moving Trajectories [In Chinese]

https://github.com/rifkiaputri/rel-aligner
Aligning Open IE Relations and KB Relations using a Siamese Network Based on Word Embedding

https://github.com/MultiPath/NA-
Universal Neural Machine Translation for Extremely Low Resource Languages

https://github.com/HetML/SpRL/tree/
Anaphora Resolution for Improving Spatial Relation Extraction from Text
Visually Guided Spatial Relation Extraction from Text

https://github.com/zihangdai/mos
Direct Output Connection for a High-Rank Language Model
An Empirical Study of Building a Strong Baseline for Constituency Parsing
A Lightweight Recurrent Network for Sequence Modeling

https://github.com/danielnaber/jwordsplitter
Using Semantics for Granularities of Tokenization

https://github.com/julianser/Ubuntu-Multiresolution-
Exemplar Encoder-Decoder for Neural Conversation Generation

https://github.com/fabianp/mord
SeerNet at SemEval-2018 Task 1: Domain Adaptation for Affect in Tweets

https://github.com/tensorflow/fold
Refining Word Embeddings for Sentiment Analysis
Linguistically Rich Vector Representations of Supertags for TAG Parsing

https://github.com/LLTLab/VetClaims
Evidence Types, Credibility Factors, and Patterns or Soft Rules for Weighing Conflicting Evidence: Argument Mining in the Context of Legal Rules Governing Evidence Assessment

https://github.com/victorssilva/
Visually Grounded Neural Syntax Acquisition

https://github.com/gittykhirbat/nary_
N-ary Biographical Relation Extraction using Shortest Path Dependencies

https://github.com/facebookarchive/SCRNNs
Reproducing and Regularizing the SCRN Model

https://github.com/lingpy/lingrex
Automatic Inference of Sound Correspondence Patterns across Multiple Languages

https://github.com/wwmmqq/SemEval-2018-Task-2-
EmojiIt at SemEval-2018 Task 2: An Effective Attention-Based Recurrent Neural Network Model for Emoji Prediction with Characters Gated Words

https://nert-nlp.github.io/AMR-Bibliography/
An Improved Approach for Semantic Graph Composition with CCG

https://github.com/rutrastone/MGAD
MGAD: Multilingual Generation of Analogy Datasets

https://github.com/deansong/contextLSTMCNN
A Deep Neural Network Sentence Level Classification Method with Context Information

https://github.com/yicheng-w/CommonSenseMultiHopQA
Commonsense for Generative Multi-Hop Question Answering Tasks

https://github.com/hhchen1105/
A Framework for Comparing Groups of Documents

http://handycat.github.io
HandyCAT - An Open-Source Platform for CAT Tool Research

https://github.com/SnehaVM/Medical-Text-
Multi-Granular Text Encoding for Self-Explaining Categorization

http://github.com/karpathy/neuraltalk
A Shared Task on Multimodal Machine Translation and Crosslingual Image Description

https://github.com/ericholgate/
Why Swear? Analyzing and Inferring the Intentions of Vulgar Expressions

https://github.com/sld/convai-bot-1337/blob/master/
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager

https://github.com/sigmorphon/2019/
CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology

https://github.com/clab/fast
CEA LIST: Processing Low-Resource Languages for CoNLL 2018
Towards Compact and Fast Neural Machine Translation Using a Combined Method
CASICT-DCU Neural Machine Translation Systems for WMT17
Combining fast_align with Hierarchical Sub-sentential Alignment for Better Word Alignments
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions
Fixing Translation Divergences in Parallel Corpora for Neural MT
Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data
Tencent Neural Machine Translation Systems for WMT18
Yet Another Symmetrical and Real-time Word Alignment Method: Hierarchical Sub-sentential Alignment using F-measure
SYSTRAN Participation to the WMT2018 Shared Task on Parallel Corpus Filtering
TencentFmRD Neural Machine Translation for WMT18
Learning to Actively Learn Neural Machine Translation
Kingsoft’s Neural Machine Translation System for WMT19

https://github.com/panushri25/emrQA
emrQA: A Large Corpus for Question Answering on Electronic Medical Records

https://github.com/ELDAELRA/elda_cmtk
New directions in ELRA activities

https://github.com/luanyi/DyGIE
A general framework for information extraction using dynamic span graphs

https://github.com/cltl/Spoken-versus-Written
Varying image description tasks: spoken versus written descriptions

http://github.com/fracpete/multisearch-weka-package/
Reliable Baselines for Sentiment Analysis in Resource-Limited Languages: The Serbian Movie Review Dataset

https://github.com/deepmind/sonnet
A Multi-Stage Memory Augmented Neural Network for Machine Reading Comprehension
MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller

https://github.com/ChunchuanLv/
Automatic Accuracy Prediction for AMR Parsing

https://github.com/explosion/displacy
Text Annotation Graphs: Annotating Complex Natural Language Phenomena

http://github.com/mfaruqui/
SWOW-8500: Word Association task for Intrinsic Evaluation of Word Embeddings

https://github.com/OpenMethods/OpenVXML
A distributed cloud-based dialog system for conversational application development

https://github.com/tony-hong/
Learning distributed event representations with a multi-task approach

https://tingh.github.io/
A Corpus of Natural Multimodal Spatial Scene Descriptions

https://github.com/rug-compling/
Discriminative features in reversible stochastic attribute-value grammars

http://github.com/huji-nlp/ucca-corpora
Multitask Parsing Across Semantic Representations

https://github.com/facebookresearch/SentEval/tree/906b34a
Gating Mechanisms for Combining Character and Word-level Word Representations: an Empirical Study

https://github.com/xuhongzhi/ParaMA
Unsupervised Morphology Learning with Statistical Paradigms

http://github.com/rowanz/verb-attributes
Zero-Shot Activity Recognition with Verb Attribute Induction

https://github.com/fstahlberg/
Multi-representation ensembles and delayed SGD updates improve syntax-based NMT
The University of Cambridge’s Machine Translation Systems for WMT18

https://github.com/qianliu0708/5AbstractsGroup
Task-oriented Word Embedding for Text Classification
Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings

https://github.com/pywirrarika/wixarikacorpora
Challenges of language technologies for the indigenous languages of the Americas

https://github.com/nusnlp/nea
Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input
Fine-grained essay scoring of a complex writing task for native speakers
A Neural Approach to Automated Essay Scoring
Thank “Goodness”! A Way to Measure Style in Student Essays

http://devmount.github
DIDEC: The Dutch Image Description and Eye-tracking Corpus

https://github.com/ye-kyaw-thu/myG2P
Statistical Machine Translation Using 5-grams Word Segmentation in Decoding

https://scienceie.github.io/
Semi-supervised sequence tagging with bidirectional language models
Scientific Information Extraction with Semi-supervised Neural Tagging

http://stanfordnlp.github.io/CoreNLP/
QLUT at SemEval-2017 Task 1: Semantic Textual Similarity Based on Word Embeddings
NL2KB: Resolving Vocabulary Gap between Natural Language and Knowledge Base in Knowledge Base Construction and Retrieval
UPC-USMBA at SemEval-2017 Task 3: Combining multiple approaches for CQA for Arabic
MUSST: A Multilingual Syntactic Simplification Tool
Measuring Semantic Relations between Human Activities
Using Coreference Links to Improve Spanish-to-English Machine Translation
Domain Adaptation and Attention-Based Unknown Word Replacement in Chinese-to-Japanese Neural Machine Translation
Recognizing Open-Vocabulary Relations between Objects in Images
LIPN-IIMAS at SemEval-2017 Task 1: Subword Embeddings, Attention Recurrent Neural Networks and Cross Word Alignment for Semantic Textual Similarity
Adapting Neural Single-Document Summarization Model for Abstractive Multi-Document Summarization: A Pilot Study
ISCAS_NLP at SemEval-2016 Task 1: Sentence Similarity Based on Support Vector Regression using Multiple Features
Sentiment Classification towards Question-Answering with Hierarchical Matching Network
Classifying Temporal Relations by Bidirectional LSTM over Dependency Paths
Online Deception Detection Refueled by Real World Data Collection
Lifelong Learning CRF for Supervised Aspect Extraction
Automatic Prediction of Linguistic Decline in Writings of Subjects with Degenerative Dementia
Bulgarian-English and English-Bulgarian Machine Translation: System Design and Evaluation
JU_NLP at SemEval-2016 Task 6: Detecting Stance in Tweets using Support Vector Machines
J-NERD: Joint Named Entity Recognition and Disambiguation with Rich Linguistic Features
The More Antecedents, the Merrier: Resolving Multi-Antecedent Anaphors
Tagging Funding Agencies and Grants in Scientific Articles using Sequential Learning Models
AttSum: Joint Learning of Focusing and Summarization with Neural Attention
TASTY: Interactive Entity Linking As-You-Type
Automatically Labeled Data Generation for Large Scale Event Extraction
Sentence Clustering using PageRank Topic Model
JU_NLP at SemEval-2016 Task 11: Identifying Complex Words in a Sentence
STS-UHH at SemEval-2017 Task 1: Scoring Semantic Textual Similarity Using Supervised and Unsupervised Ensemble
Action Languages and Question Answering
Semantic Frame Labeling with Target-based Neural Model
Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation
A Comparison of Weak Supervision methods for Knowledge Base Construction
SentiME++ at SemEval-2017 Task 4: Stacking State-of-the-Art Classifiers to Enhance Sentiment Classification
TextPro-AL: An Active Learning Platform for Flexible and Efficient Production of Training Data for NLP Tasks
Abstractive Document Summarization with a Graph-Based Attentional Neural Model
SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News
BUTknot at SemEval-2016 Task 5: Supervised Machine Learning with Term Substitution Approach in Aspect Category Detection
Understanding the Semantics of Narratives of Interpersonal Violence through Reader Annotations and Physiological Reactions
Aligning Entity Names with Online Aliases on Twitter
Recursive Neural Network Based Preordering for English-to-Japanese Machine Translation
ECNU at SemEval-2017 Task 8: Rumour Evaluation Using Effective Features and Supervised Ensemble Models
Natural Language Programing with Automatic Code Generation towards Solving Addition-Subtraction Word Problems
Tohoku at SemEval-2016 Task 6: Feature-based Model versus Convolutional Neural Network for Stance Detection
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text
Osaka University MT Systems for WAT 2018: Rewarding, Preordering, and Domain Adaptation

https://github.com/DrDub/Alusivo
On the Robustness of Standalone Referring Expression Generation Algorithms Using RDF Data

https://github.com/hltcoe/mingpipe
An Empirical Study of Chinese Name Matching and Applications

https://github.com/JackHopkins/
Deep-speare: A joint neural model of poetic language, meter and rhyme

https://sigmorphon.github.io/sharedtasks/
THOMAS: The Hegemonic OSU Morphological Analyzer using Seq2seq

http://www.github.com/deepmind/rc-data/
YNU_Deep at SemEval-2018 Task 11: An Ensemble of Attention-based BiLSTM Models for Machine Comprehension

https://github.com/plasticityai/magnitude
MIDAS at SemEval-2019 Task 6: Identifying Offensive Posts and Targeted Offense from Twitter

https://github.com/manasRK/glove-gensim/blob/master/glove-gensim.py
Extracting Social Networks from Literary Text with Word Embedding Tools

https://github.com/wabyking/qnn.git
CNM: An Interpretable Complex-valued Network for Matching

https://github.com/gdtreebank/
Surface Statistics of an Unknown Language Indicate How to Parse It
The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New Languages

https://github.com/mynlp/jigg
ccg2lambda: A Compositional Semantics System
Jigg: A Framework for an Easy Natural Language Processing Pipeline
A* CCG Parsing with a Supertag and Dependency Factored Model
Building compositional semantics and higher-order inference system for a wide-coverage Japanese CCG parser

https://github.com/ma-sultan/
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay
DLS@CU at SemEval-2016 Task 1: Supervised Models of Sentence Similarity
UPF-Cobalt Submission to WMT15 Metrics Task
Semantic Structural Evaluation for Text Simplification
NUIG-UNLP at SemEval-2016 Task 1: Soft Alignment and Deep Learning for Semantic Textual Similarity
Extending Monolingual Semantic Textual Similarity Task to Multiple Cross-lingual Settings
Back to Basics for Monolingual Alignment: Exploiting Word Similarity and Contextual Evidence
CompiLIG at SemEval-2017 Task 1: Cross-Language Plagiarism Detection Methods for Semantic Textual Similarity

https://github.com/tensorflow/nmt
Surprisingly Easy Hard-Attention for Sequence to Sequence Learning
Design Challenges in Named Entity Transliteration
Why not be Versatile? Applications of the SGNMT Decoder for Machine Translation
Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models
Contextual Parameter Generation for Universal Neural Machine Translation
Ab Initio: Automatic Latin Proto-word Reconstruction
emrQA: A Large Corpus for Question Answering on Electronic Medical Records
The University of Cambridge’s Machine Translation Systems for WMT18
Parameter Sharing Methods for Multilingual Self-Attentional Translation Models
OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models
Neural Machine Translation of Logographic Language Using Sub-character Level Information
Multi-layer Representation Fusion for Neural Machine Translation
A Simple and Effective Approach to Coverage-Aware Neural Machine Translation
A Neural Approach to Pun Generation
Semi-Supervised Sequence Modeling with Cross-View Training
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text
Future Directions in Technological Support for Language Documentation
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings
Memory-Augmented Neural Networks for Machine Translation
A Corpus of Negations and their Underlying Positive Interpretations
SSN_NLP at SemEval-2019 Task 3: Contextual Emotion Identification from Textual Conversation using Seq2Seq Deep Neural Network
SSN_NLP at SemEval-2019 Task 6: Offensive Language Identification in Social Media using Traditional and Deep Machine Learning Approaches
Auto-Encoding Variational Neural Machine Translation

https://github.com/heatherleaf/semeval-2014-task6
ShrdLite: Semantic Parsing Using a Handmade Grammar

https://github.com/siddk/entity-network
Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension

https://github.com/dmort27/panphon
PanPhon: A Resource for Mapping IPA Segments to Articulatory Feature Vectors
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media

https://github.com/alvations/pywsd
WOLVESAAR at SemEval-2016 Task 1: Replicating the Success of Monolingual Word Alignment and Neural Embeddings for Semantic Textual Similarity
Can Topic Modelling benefit from Word Sense Information?
SlangNet: A WordNet like resource for English Slang
An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages
The GuanXi network: a new multilingual LLOD for Language Learning applications
NTU NLP Lab System at SemEval-2018 Task 10: Verifying Semantic Differences by Integrating Distributional Information and Expert Knowledge
Sensible at SemEval-2016 Task 11: Neural Nonsense Mangled in Ensemble Mess
A Neural Approach to Pun Generation
LEXenstein: A Framework for Lexical Simplification
N-Hance at SemEval-2017 Task 7: A Computational Approach using Word Association for Puns
UNAL-NLP: Combining Soft Cardinality Features for Semantic Textual Similarity, Relatedness and Entailment
How to Avoid Sentences Spelling Boring? Towards a Neural Approach to Unsupervised Metaphor Generation

http://github.com/arademaker/
Seeing is Correcting: curating lexical resources using social interfaces
Embedding NomLex-BR nominalizations into OpenWordnet-PT

https://github.com/harvardnlp/sa-vae
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing

https://github.com/masashi-y/depccg
Consistent CCG Parsing over Multiple Sentences for Improved Logical Reasoning
A* CCG Parsing with a Supertag and Dependency Factored Model

https://github.com/mdenil/dropout
UniPI at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification

https://github.com/WHUIR/STM
A Deep Relevance Model for Zero-Shot Document Filtering

https://github.com/LIM-MoDos/KalamDZ
Toward a Web-based Speech Corpus for Algerian Dialectal Arabic Varieties

https://github.com/huji-nlp/semstr
Content Differences in Syntactic and Semantic Representation

https://github.com/GloriaComandini/
An Impossible Dialogue! Nominal Utterances and Populist Rhetoric in an Italian Twitter Corpus of Hate Speech against Immigrants

https://github.com/olivettigroup/
Playing by the Book: An Interactive Game Approach for Action Graph Extraction from Text

https://github.com/zeerakw/hatespeech
TRAC-1 Shared Task on Aggression Identification: IIT(ISM)@COLING’18

https://github.com/swiseman/nn_coref
Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns

https://github.com/sivareddyg/udeplambda
Universal Semantic Parsing

http://frankyang0529.github.io/gps-log/
Web-Based Recording and Visualization Framework for Moving Trajectories [In Chinese]

https://github.com/OpenCCG/openccg
Toward Bayesian Synchronous Tree Substitution Grammars for Sentence Planning

https://github.com/jiangfeng1124/nnsrl-rc
A Unified Architecture for Semantic Role Labeling and Relation Classification

https://www.github.com/nanogenmo
Narrative Generation in the Wild: Methods from NaNoGenMo

https://github.com/nisargjhaveri/
A Workbench for Rapid Generation of Cross-Lingual Summaries

https://github.com/udapi/;
Dependency Tree Transformation with Tree Transducers

https://github.com/OriShapira/
Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation

https://github.com/lijuncen/
Delete, Retrieve, Generate: a Simple Approach to Sentiment and Style Transfer

https://github.com/runyankorenlg/Generic-Pluralizer
Pluralizing Nouns across Agglutinating Bantu Languages

https://github.com/bmurali1994/socialnets
Stylistic Variation in Social Media Part-of-Speech Tagging

http://github.com/GarrettNicolai/CognateData
String Transduction with Target Language Models and Insertion Handling

https://github.com/NervanaSystems/
Term Set Expansion based NLP Architect by Intel AI Lab

https://duorc.github.io
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension

https://github.com/pippokill/lesk-wsd-dsm
An Enhanced Lesk Word Sense Disambiguation Algorithm through a Distributional Semantic Model

https://github.com/cltl/GRaSP
GRaSP: Grounded Representation and Source Perspective

https://github.com/xiaochang13/AMR-generation
AMR-to-text generation as a Traveling Salesman Problem

https://github.com/recski/HunTag
E-magyar – A Digital Language Processing System

https://github.com/fedelopez77/
Medical Word Embeddings for Spanish: Development and Evaluation

https://github.com/neologd
Sudachi: a Japanese Tokenizer for Business
Wikification for Scriptio Continua

https://github.com/procheta/
Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task Extraction

https://github.com/douwekiela/mmfeat
Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics
Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain
Visual Denotations for Recognizing Textual Entailment
Bridging Languages through Images with Deep Partial Canonical Correlation Analysis

http://github.com/samiroid/CUE-CNN
CASCADE: Contextual Sarcasm Detection in Online Discussion Forums

https://github.com/nmrksic/
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
XL-NBT: A Cross-lingual Neural Belief Tracking Framework

http://hucvl.github.io/recipeqa
RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes

https://github.com/hfst/hfst-ospell
Apertium’s Web Toolchain for Low-Resource Language Technology

http://github.com/pandorabots/rosie
Sympathy Begins with a Smile, Intelligence Begins with a Word: Use of Multimodal Features in Spoken Human-Robot Interaction

https://github.com/clulab/odin-examples
Odin’s Runes: A Rule Language for Information Extraction

https://github.com/taoyds/spider/tree/master/
SParC: Cross-Domain Semantic Parsing in Context

https://github.com/coastalcph/
Inconsistency Detection in Semantic Annotation
Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization
More or less supervised supersense tagging of Twitter
Reading behavior predicts syntactic categories
Multilingual Projection for Parsing Truly Low-Resource Languages
UW-CSE at SemEval-2016 Task 10: Detecting Multiword Expressions and Supersenses using Double-Chained Conditional Random Fields
Parameter sharing between dependency parsers for related languages
Supersense tagging with inter-annotator disagreement
Sequence Classification with Human Attention
A Large-Scale Comparison of Historical Text Normalization Systems
evision PDF of 'CoAStaL at SemEval-2019 Task 3: Affect Classification in Dialogue using Attentive BiLSTMs

https://github.com/kaisdukes/train-robots
SemEval-2014 Task 6: Supervised Semantic Parsing of Robotic Spatial Commands

https://github.com/lichengunc/vist_eval
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling

https://github.com/delph-in/pydmrs
A Proposition-Based Abstractive Summariser
Graph- and surface-level sentence chunking
Realization of long sentences using chunking
Functional Distributional Semantics
Semantic Composition via Probabilistic Model Theory

https://github.com/brmson/dataset-sts
Learning to Answer Questions from Wikipedia Infoboxes
Joint Learning of Sentence Embeddings for Relevance and Entailment

https://github.com/tticoin/LSTM-
Extracting Entities and Relations with Joint Minimum Risk Training

https://github.com/sattree/gap/
Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence Pooling

https://github.com/haierlord/resource
ECNU at SemEval-2017 Task 4: Evaluating Effective Features on Machine Learning Methods for Twitter Message Polarity Classification
ECNU at SemEval-2018 Task 1: Emotion Intensity Prediction Using Effective Features and Machine Learning Models

https://github.com/hlt-mt/TranscRater
Analyzing Learned Representations of a Deep ASR Performance Prediction Model

https://github.com/hadyelsahar/
T-REx: A Large Scale Alignment of Natural Language with Knowledge Base Triples
Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types

https://github.com/Gorov/JointRCM
Retrofitting Word Vectors to Semantic Lexicons
Learning Word Representations with Regularization from Prior Knowledge
Improving Lexical Embeddings with Semantic Knowledge

https://github.com/ysenarath/opinion-lab
DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion Classification of Tweets with Deep Learning

https://github.com/amarasovic/
A Mention-Ranking Model for Abstract Anaphora Resolution
SRL4ORL: Improving Opinion Role Labeling Using Multi-Task Learning with Semantic Role Labeling

https://github.com/preisert/
Feasible Annotation Scheme for Capturing Policy Argument Reasoning using Argument Templates

https://github.com/arildm/imagettr/releases/tag/1.1
ImageTTR: Grounding Type Theory with Records in Image Classification for Visual Question Answering

https://github.com/FrancisGregoire/parSentExtract
Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation

https://github.com/googlei18n/
TTS for Low Resource Languages: A Bangla Synthesizer

http://ucam-smt.github.io/sgnmt
Neural Sequence-to-sequence Learning of Internal Word Structure

https://github.com/dterg/bionlp-
Sub-word information in pre-trained biomedical word representations: evaluation and hyper-parameter optimization

https://github.com/mjpost/post2011judging
NAIST at the NLI 2013 Shared Task

https://github.com/fmfn/
Automated learning of templates for data-to-text generation: comparing rule-based, statistical and neural methods

https://github.com/nesl/nlp
Soft Representation Learning for Sparse Transfer

https://github.com/EUMSSI/
EUMSSI: a Platform for Multimodal Analysis and Recommendation using UIMA

https://github.com/nkrishnaswamy/voxicon
VoxSim: A Visual Platform for Modeling Motion Language
The Development of Multimodal Lexical Resources

https://github.com/Waino/
Cognate-aware morphological segmentation for multilingual neural translation
The University of Helsinki Submissions to the WMT19 Similar Language Translation Task

https://github.com/linkedtv/videocorpus
A Regional News Corpora for Contextualized Entity Discovery and Linking

https://github.com/acocos/
Simplification Using Paraphrases and Context-Based Lexical Substitution
Automated Paraphrase Lattice Creation for HyTER Machine Translation Evaluation

https://github.com/CNGLdlab/LORG-
Syntax and Semantics in Quality Estimation of Machine Translation

https://github.com/tuur/ClinicalTempEval2017
KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records

https://github.com/dwyl/english-words
Named Entity Recognition and Hashtag Decomposition to Improve the Classification of Tweets
JCTICOL at SemEval-2019 Task 6: Classifying Offensive Language in Social Media using Deep Learning Methods, Word/Character N-gram Features, and Preprocessing Methods

https://uhh-lt.github.io/
A Multilingual Information Extraction Pipeline for Investigative Journalism

http://github.com/code4ai
Unsupervised Rewriter for Multi-Sentence Compression

https://github.com/stopwords-
Distributed Representation, LDA Topic Modelling and Deep Learning for Emerging Named Entity Recognition from Social Media

https://github.com/kingsaint/
Generating Fine-Grained Open Vocabulary Entity Type Descriptions

https://github.com/evanmiltenburg/MeasureDiversity
Measuring the Diversity of Automatic Image Descriptions

https://github.com/ygraham/segment-mteval
evision PDF of 'The First Multilingual Surface Realisation Shared Task (SR’18): Overview and Evaluation Results

https://github.com/cgrand/enlive
Translating Italian to LIS in the Rail Stations

https://github.com/JohnLangford/
Phrase Table Induction Using In-Domain Monolingual Data for Domain Adaptation in Statistical Machine Translation
The ParisNLP entry at the ConLL UD Shared Task 2017: A Tale of a #ParsingTragedy
BEER: BEtter Evaluation as Ranking
Findings of the 2016 WMT Shared Task on Cross-lingual Pronoun Prediction
Pronoun Prediction with Linguistic Features and Example Weighing

https://github.com/openeventdata/petrarch
Constructing an Annotated Corpus for Protest Event Mining

https://github.com/chrisjbryant/errant
Automatic Annotation and Evaluation of Error Types for Grammatical Error Correction
A Simple and Robust Approach to Detecting Subject-Verb Agreement Errors
Controlling Grammatical Error Correction Using Word Edit Rate

https://github.com/tosaja/HeLI
Evaluating HeLI with Non-Linear Mappings
HeLI, a Word-Based Backoff Method for Language Identification
Evaluation of language identification methods using 285 languages
Iterative Language Model Adaptation for Indo-Aryan Language Identification

https://github.com/jmzhao
Subword-based Compact Reconstruction of Word Embeddings

https://github.com/EducationalTestingService/rsmtool
Automated Scoring: Beyond Natural Language Processing
The many dimensions of algorithmic fairness in educational applications

https://github.com/dmis-
Extracting relations between outcomes and significance levels in Randomized Controlled Trials (RCTs) publications

http://github.com/tarowatanabe/trance
Transition-based Neural Constituent Parsing

https://github.com/aksw/mmoon
Creating Linked Data Morphological Language Resources with MMoOn - The Hebrew Morpheme Inventory

https://github.com/moses-smt/mosesdecoder/tree/RELEASE-3.0
Re-assessing the Impact of SMT Techniques with Human Evaluation: a Case Study on English—Croatian

http://andrejzg.github.io/ibcc/
IBC-C: A Dataset for Armed Conflict Analysis

https://github.com/eehsan/cstlm
Fast, Small and Exact: Infinite-order Language Modelling with Compressed Suffix Trees

https://github.com/TaoMiner/NCEL
Neural Collective Entity Linking

https://github.com/bethard/timenorm
SemEval 2018 Task 6: Parsing Time Normalizations
A Semantically Compositional Annotation Scheme for Time Normalization

https://stanfordnlp.github.io/CoreNLP/ssplit.html
AIG Investments.AI at the FinSBD Task: Sentence Boundary Detection through Sequence Labelling and BERT Fine-tuning

https://github.com/polyu-llt/openrice_
Food-Related Sentiment Analysis for Cantonese

https://github.com/webis-de/acl-19
Bias Analysis and Mitigation in the Evaluation of Authorship Verification
Heuristic Authorship Obfuscation

http://github.com/jflanigan/jamr/tree/
Linguistic realisation as machine translation: Comparing different MT models for AMR-to-text generation

https://github.com/lena-voita/
When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion

https://github.com/dmlc/dgl
Star-Transformer

https://github.com/UKPLab/coling2018-nonliteral-mtl
Killing Four Birds with Two Stones: Multi-Task Learning for Non-Literal Language Detection

https://github.com/BryanPlummer/pl-clc
iParaphrasing: Extracting Visually Grounded Paraphrases via an Image

https://github.com/HaniehP/PersianNER
BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset

https://github.com/HareeshBahuleyan/
UWaterloo at SemEval-2017 Task 8: Detecting Stance towards Rumours with Topic Independent Features

https://github.com/marcotcr/lime
Comparing Automatic and Human Evaluation of Local Explanations for Text Classification

https://github.com/Lucien-qiang/Rhetoric-Generator
Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation

http://karpathy.github.io/2015/05/21/rnn-
Automatic Text Generation by Learning from Literary Structures

https://github.com/idiap/mhan
Multilingual Hierarchical Attention Networks for Document Classification

https://github.com/marian-nmt/marian/commit/02f4af4
Controllable Text Simplification with Lexical Constraint Loss

https://github.com/codogogo/stm
Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model

https://github.com/bheinzerling/pyrouge
Towards Content Transfer through Grounded Text Generation

https://github.com/shawnwun/NNDIAL
Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures

https://github.com/lxml/lxml
My Turn To Read: An Interleaved E-book Reading Tool for Developing and Struggling Readers

https://github.com/HIT-SCIR/ELMoForManyLangs
Opinion Mining with Deep Contextualized Embeddings
STUFIIT at SemEval-2019 Task 5: Multilingual Hate Speech Detection on Twitter with MUSE and ELMo Embeddings

https://github.com/HIPS/Spearmint
Explainable Prediction of Medical Codes from Clinical Text
Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization

https://github.com/k-
Continuous Word Embedding Fusion via Spectral Decomposition

https://github.com/langsci/xmlbooks
Extracting Interlinear Glossed Text from LaTeX Documents

https://github.com/GateNLP/
Udapi: Universal API for Universal Dependencies
An Extensible Multilingual Open Source Lemmatizer

https://github.com/artetxem/monoses
CUNI Systems for the Unsupervised News Translation Task in WMT 2019
(Almost) Unsupervised Grammatical Error Correction using Synthetic Comparable Corpus

http://universaldependencies.github.io/docs/u/pos/
Features for Generic Corpus Querying

http://tudarmstadt-lt.github.io/vec2synset
Best of Both Worlds: Making Word Sense Embeddings Interpretable

https://github.com/jhlau/
End-to-end Network for Twitter Geolocation Prediction and Hashing
Coherence-Aware Neural Topic Modeling
An Automatic Approach for Document-level Topic Model Evaluation
From the Culinary to the Political Meaning of “quenelle” : Using Topic Models For Identifying Novel Senses (De la quenelle culinaire à la quenelle politique : identification de changements sémantiques à l’aide des Topic Models) [in French]
The Influence of Context on Sentence Acceptability Judgements
Topically Driven Neural Language Model
The Sensitivity of Topic Coherence Evaluation to Topic Cardinality

http://github.com/chokkan/crfsuite/
Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling

https://github.com/LIAAD/
Keyphrase Generation: A Text Summarization Struggle

https://github.com/ufal/js-treex-view/
Improving corpus search via parsing

https://github.com/computational-linguistics-department/Spoken-
Building a Speech Corpus based on Arabic Podcasts for Language and Dialect Identification

https://github.com/lavanyats/
IISCNLP at SemEval-2016 Task 2: Interpretable STS with ILP based Multiple Chunk Aligner

https://github.com/examinus-/ASAP
ASAP-II: From the Alignment of Phrases to Textual Similarity

https://github.com/psinger/CorrelationStats
Automated scoring across different modalities

https://noisy-text.github.io/2015/norm-shared-task.html
Normalization of Social Media Text using Deep Neural Networks

https://github.com/uzh/reldi/tree/
Corpus-Based Diacritic Restoration for South Slavic Languages

https://github.com/StephenETaylor/
Identifying dialects with textual and acoustic cues

https://ari-holtzman.github.io/l2w-demo/
Learning to Write with Cooperative Discriminators

https://chywang.github.io/data/acl17.zip
Transductive Non-linear Learning for Chinese Hypernym Prediction

https://github.com/lmthang/nmt.matlab
Compression of Neural Machine Translation Models via Pruning
The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2016
Models and Inference for Prefix-Constrained Machine Translation

https://github.com/IBM/dstc7-noesis/tree/master/noesis-
Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses Selection

http://syntree.github.io/
UCCAApp: Web-application for Syntactic and Semantic Phrase-based Annotation

https://github.com/antho-rousseau/XenC
The NiuTrans Machine Translation System for WMT18

http://colah.github.io/posts/2015-08-Understanding-LSTMs/
Tutorial: De-mystifying Neural MT

https://github.com/adrianeboyd/
Using Wikipedia Edits in Low Resource Grammatical Error Correction

https://github.com/rtmdrr/
The Hitchhiker’s Guide to Testing Statistical Significance in Natural Language Processing

https://github.com/rgtjf/
ECNU at SemEval-2018 Task 12: An End-to-End Attention-based Neural Network for the Argument Reasoning Comprehension Task

http://github.com/rjm49/multistage_segmenter
Automated speech-unit delimitation in spoken learner English

https://github.com/sheffieldnlp/mlt
Multimodal Lexical Translation

https://github.com/gmfraser
Modelling Participation in Small Group Social Sequences with Markov Rewards Analysis

https://github.com/gracaninja/
Learning part-of-speech taggers with inter-annotator agreement loss

https://github.com/ArnaudFerre/CONTES
Combining rule-based and embedding-based approaches to normalize textual entities with an ontology

http://ryancotterell.github.io/sigmorphon2016/
Computational Challenges for Polysynthetic Languages
Very-large Scale Parsing and Normalization of Wiktionary Morphological Paradigms

https://github.com/projectcleopatra/PFC
Pairwise FastText Classifier for Entity Disambiguation

https://github.com/mariru/dynamic_
Contextualized Diachronic Word Representations

https://github.com/abisee/pointer-generator
Generation of Company descriptions using concept-to-text and text-to-text deep models: dataset collection and systems evaluation
Inducing Document Structure for Aspect-based Summarization
How to Compare Summarizers without Target Length? Pitfalls, Solutions and Re-Examination of the Neural Summarization Literature

https://github.com/hongking9/SemEval-2018-task12
GIST at SemEval-2018 Task 12: A network transferring inference knowledge to Argument Reasoning Comprehension task

https://github.com/xinyadu/nqg
A Semantic Role-based Approach to Open-Domain Automatic Question Generation
Self-Attention Architectures for Answer-Agnostic Neural Question Generation

http://github.com/WING-NUS/sequicity
Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures

https://github.com/moses-smt/mosesdecoder/blob/master/scripts/ems/support/
Adapting taggers to Twitter with not-so-distant supervision

https://github.com/cocoxu/SemEval-PIT2015
A Paraphrase and Semantic Similarity Detection System for User Generated Short-Text Content on Microblogs

https://github.com/readbeyond/aeneas
What You Say and How You Say It Matters: Predicting Stock Volatility Using Verbal and Vocal Cues

http://github.com/ajaech/twitter_langid
Hierarchical Character-Word Models for Language Identification

https://github.com/cocoxu/multip
A Paraphrase and Semantic Similarity Detection System for User Generated Short-Text Content on Microblogs

http://fauconnier.github.io
Assisted Lexical Simplification for French Native Children with Reading Difficulties

https://github.com/karlneergaard/Mandarin-Neighborhoo
Database of Mandarin Neighborhood Statistics

https://github.com/jgkimi/
Decay-Function-Free Time-Aware Attention to Context and Speaker Indicator for Spoken Language Understanding

https://github.com/tuetschek/e2e-metrics
The E2E Dataset: New Challenges For End-to-End Generation
Sequence-to-Sequence Models for Data-to-Text Natural Language Generation: Word- vs. Character-based Processing and Output Diversity
Learning Neural Templates for Text Generation
Designing a Symbolic Intermediate Representation for Neural Surface Realization

https://github.com/shuzi/insuranceQA.git
FastHybrid: A Hybrid Model for Efficient Answer Selection
Improved Representation Learning for Question Answer Matching

https://github.com/yahoo/YaraParser
Density-Driven Cross-Lingual Transfer of Dependency Parsers
How (not) to train a dependency parser: The curious case of jackknifing part-of-speech taggers
It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool
Transforming Dependencies into Phrase Structures

https://github.com/loretoparisi/
Measuring Gender Bias in Word Embeddings across Domains and Discovering New Gender Bias Word Categories

https://github.com/xigt/sleipnir
A Web-framework for ODIN Annotation

https://github.com/mattdiamond/
CPJD Corpus: Crowdsourced Parallel Speech Corpus of Japanese Dialects

https://github.com/shuyo/language-detection
ArgumenText: Searching for Arguments in Heterogeneous Sources
Named Entity Recognition and Hashtag Decomposition to Improve the Classification of Tweets
What Makes Word-level Neural Machine Translation Hard: A Case Study on English-German Translation
Discovering Parallel Language Resources for Training MT Engines
SumeCzech: Large Czech News-Based Summarization Dataset
TwiSty: A Multilingual Twitter Stylometry Corpus for Gender and Personality Profiling

https://github.com/cbaziotis/
psyML at SemEval-2018 Task 1: Transfer Learning for Sentiment and Emotion Analysis
DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison
Classification of Medication-Related Tweets Using Stacked Bidirectional LSTMs with Context-Aware Attention
Epita at SemEval-2018 Task 1: Sentiment Analysis Using Transfer Learning Approach
DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis
Figure Eight at SemEval-2019 Task 3: Ensemble of Transfer Learning Methods for Contextual Emotion Detection
SCIA at SemEval-2019 Task 3: Sentiment Analysis in Textual Conversations Using Deep Learning
ConSSED at SemEval-2019 Task 3: Configurable Semantic and Sentiment Emotion Detector
evision PDF of 'CoAStaL at SemEval-2019 Task 3: Affect Classification in Dialogue using Attentive BiLSTMs
EPITA-ADAPT at SemEval-2019 Task 3: Detecting emotions in textual conversations using deep learning models combination
CX-ST-RNM at SemEval-2019 Task 3: Fusion of Recurrent Neural Networks Based on Contextualized and Static Word Representations for Contextual Emotion Detection
SNU IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification

https://github.com/lmthang/nmt.hybrid
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++

https://github.com/jsouza/pamtl
Online Multitask Learning for Machine Translation Quality Estimation

https://github.com/timtadh/
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP

https://gist.github.com/jamiew/1112488
Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion
TL;DR: Mining Reddit to Learn Automatic Summarization

http://github.com/dennybritz/cnn-text-classification-tf
CASCADE: Contextual Sarcasm Detection in Online Discussion Forums

https://github.com/wuningxi/ChineseClassifierDataset
ClassifierGuesser: A Context-based Classifier Prediction System for Chinese Language Learners

https://github.com/delph-in/delphin-viz
Improving Feature Extraction for Pathology Reports with Precise Negation Scope Detection

https://github.com/bfelbo/DeepMoji
How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs
NLPRL-IITBHU at SemEval-2018 Task 3: Combining Linguistic Features and Emoji pre-trained CNN for Irony Detection in Tweets
TRAC-1 Shared Task on Aggression Identification: IIT(ISM)@COLING’18
Predicting Suicide Risk from Online Postings in Reddit The UGent-IDLab submission to the CLPysch 2019 Shared Task A

http://slevinski.github.io/signmaker
A Web Tool for Building Parallel Corpora of Spoken and Sign Languages

https://xinru1414.github.io/HumorDetection-
Duluth at SemEval-2017 Task 6: Language Models in Humor Detection

https://github.com/vene/sparsemap
Towards Dynamic Computation Graphs via Sparse Latent Structure

https://github.com/paddlepaddle/
Baidu Neural Machine Translation Systems for WMT19

https://github.com/UFAL-DSG/tgen
A Context-aware Natural Language Generator for Dialogue Systems
Controlling Personality-Based Stylistic Variation with Neural Natural Language Generators
Training a Natural Language Generator From Unaligned Data
Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings
Can Neural Generators for Dialogue Learn Sentence Planning and Discourse Structuring?
Why We Need New Evaluation Metrics for NLG

https://github.com/geopy/geopy/
Geographical Visualization of Search Results in Historical Corpora

https://github.com/mcoavoux/mtg
Incremental Discontinuous Phrase Structure Parsing with the GAP Transition

https://github.com/habeanf/yap
CoNLL-UL: Universal Morphological Lattices for Universal Dependency Parsing
Universal Morpho-Syntactic Parsing and the Contribution of Lexica: Analyzing the ONLP Lab Submission to the CoNLL 2018 Shared Task
The Hebrew Universal Dependency Treebank: Past Present and Future
Data-Driven Morphological Analysis and Disambiguation for Morphologically Rich Languages and Universal Dependencies

https://github.com/idank/bashlex
NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System

https://github.com/jbjorne/DiMSUM2016
UTU at SemEval-2016 Task 10: Binary Classification for Expression Detection (BCED)

https://github.com/noa/bayesner
Bayesian Modeling of Lexical Resources for Low-Resource Settings

https://github.com/flammie/omorfi;
Measuring Lexical Quality of a Historical Finnish Newspaper Collection ― Analysis of Garbled OCR Data with Basic Language Technology Tools and Means

http://nlesc.github.io/UncertaintyVisualization/
GRaSP: Grounded Representation and Source Perspective

https://github.com/openai/generating-reviews-
FOI DSS at SemEval-2018 Task 1: Combining LSTM States, Embeddings, and Lexical Features for Affect Analysis

https://github.com/georgwiese/
Simple and Effective Semi-Supervised Question Answering

https://github.com/neocl/barasa
Sentiment Analysis for Low Resource Languages: A Study on Informal Indonesian Tweets

https://github.com/miyyer/scpn
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks

https://github.com/microth/mateplus
DynamicPower at SemEval-2016 Task 8: Processing syntactic parse trees with a Dynamic Semantics core
Natural Language Programing with Automatic Code Generation towards Solving Addition-Subtraction Word Problems

https://github.com/tesseract-ocr/tesseract
Chargrid: Towards Understanding 2D Documents

https://github.com/PeARSearch/
You and me... in a vector space: modelling individual speakers with distributional semantics

https://github.com/YvonneHuang/gaIME
Chinese Pinyin Aided IME, Input What You Have Not Keystroked Yet

https://github.com/rajammanabrolu/KG-
Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning

https://github.com/OpenArabic/RAWrabica
Shamela: A Large-Scale Historical Arabic Corpus

https://github.com/arthurxlw/cytonMt
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++

https://github.com/cltk/cltk/blob/
Annotating Speech, Attitude and Perception Reports

https://github.com/FrancessFractal/conllu
UD Annotatrix: An annotation tool for Universal Dependencies

https://github.com/guoyinwang/LEAM
Joint Embedding of Words and Labels for Text Classification

https://github.com/clab/
Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs
Neural Architectures for Named Entity Recognition
Multi-Task Learning of Keyphrase Boundary Classification
From Raw Text to Universal Dependencies - Look, No Tags!
Many Languages, One Parser

https://github.com/redpony/cpyp
Real Time Adaptive Machine Translation for Post-Editing with cdec and TransCenter
Improving cross-domain n-gram language modelling with skipgrams

https://github.com/moses-smt/mosesde
A Shared Task on Multimodal Machine Translation and Crosslingual Image Description
Multi30K: Multilingual English-German Image Descriptions

https://github.com/giullianomorroni/JCorretorOrtografico
A Multi-aspect Analysis of Automatic Essay Scoring for Brazilian Portuguese

https://github.com/omriabnd/UCCA-App
UCCAApp: Web-application for Syntactic and Semantic Phrase-based Annotation
SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA

https://github.com/glample/tagger
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models
Evaluation of a Sequence Tagging Tool for Biomedical Texts
Integrating Subject, Type, and Property Identification for Simple Question Answering over Knowledge Base
Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification
A Comparison of Feature-Based and Neural Scansion of Poetry
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging
Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF
Bitext Name Tagging for Cross-lingual Entity Annotation Projection
Entity Recognition at First Sight: Improving NER with Eye Movement Information

https://github.com/pvougiou/
Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata
Aligning Texts and Knowledge Bases with Semantic Sentence Simplification

http://github.com/BLLIP/bllip-parser
Parsing Paraphrases with Joint Inference
Event Extraction as Dependency Parsing for BioNLP 2011

https://github.com/pxuab/emo2vec
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training

https://github.com/hltcoe/quicklime
A Concrete Chinese NLP Pipeline

https://github.com/vmasrani/dementia_
Enriching Neural Models with Targeted Features for Dementia Detection

https://github.com/INL/AttestationTool
An Open Corpus for Named Entity Recognition in Historic Newspapers

https://github.com/joeraii/
A Hierarchical Model of Web Summaries

https://github.com/abahanshal/arabic-stop-words-list1
Tw-StAR at SemEval-2018 Task 1: Preprocessing Impact on Multi-label Emotion Classification

https://github.com/zalandoresearch/flair
Contextual String Embeddings for Sequence Labeling
Improving the Robustness of Question Answering Systems to Question Paraphrasing
FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP
MIDAS@SMM4H-2019: Identifying Adverse Drug Reactions and Personal Health Experience Mentions from Twitter
Pooled Contextualized Embeddings for Named Entity Recognition

https://github.com/aritter/twitter_
Gathering and Generating Paraphrases from Twitter with Application to Normalization
ISTI-CNR at SemEval-2016 Task 4: Quantification on an Ordinal Scale

https://github.com/patverga/
Row-less Universal Schema
Multilingual Relation Extraction using Compositional Universal Schema

https://github.com/tensorflow/tensor2tensor/blob/v1.3.0/
Online Distilling from Checkpoints for Neural Machine Translation

http://github.com/ivri/
Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning

https://github.com/zhezhaoa/ngram2vec
Better Word Embeddings by Disentangling Contextual n-Gram Information

http://mustache.github.io/
LexTerm Manager: Design for an Integrated Lexicography and Terminology System

https://github.com/pumpikano/
Adversarial Category Alignment Network for Cross-domain Sentiment Classification

https://github.com/allenai/OpenBookQA
Repurposing Entailment for Multi-Hop Question Answering Tasks

http://github.com/vered1986/
Acquiring Predicate Paraphrases from News Tweets

https://github.com/claravania/subword-lstm-lm
From Characters to Words to in Between: Do We Capture Morphology?

https://www.github.com/jaredks/
Seernet at EmoInt-2017: Tweet Emotion Intensity Estimator

https://github.com/hankcs/HanLP
Analogical Reasoning on Chinese Morphological and Semantic Relations
Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions
Interpretable Rationale Augmented Charge Prediction System
Learning to Predict Charges for Criminal Cases with Legal Basis
Employing Text Matching Network to Recognise Nuclearity in Chinese Discourse
A Neural Multi-digraph Model for Chinese NER with Gazetteers
Topic Tensor Network for Implicit Discourse Relation Recognition in Chinese

https://github.com/Justin1904/TensorFusionNetworks
Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing

https://github.com/naist-cl-parsing/mwe-
Construction of an English Dependency Corpus incorporating Compound Function Words

https://github.com/cadia-lvl/ice-asr/tree/master/ice-kaldi
Open ASR for Icelandic: Resources and a Baseline System

https://github.com/mozillazg/
Accurate Pinyin-English Codeswitched Language Identification

https://github.com/Arctickirillas/Rubrication
NRU-HSE at SemEval-2016 Task 4: Comparative Analysis of Two Iterative Methods Using Quantification Library
NRU-HSE at SemEval-2017 Task 4: Tweet Quantification Using Deep Learning Architecture

https://github.com/bionlproc/
Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces

https://github.com/cgpotts/pdtb2
DisSent: Learning Sentence Representations from Explicit Discourse Relations

https://github.com/jen1995/fastText/
Learning Word Embeddings without Context Vectors

https://github.com/dmort27/panphon/blob/master/
FonBund: A Library for Combining Cross-lingual Phonological Segment Data

https://github.com/neulab/dynet-benchmark/blob/master/pytorch/
Comparing CRF and LSTM performance on the task of morphosyntactic tagging of non-standard varieties of South Slavic languages

https://github.com/OpenEdition/bilbo
Bilbo-Val: Automatic Identification of Bibliographical Zone in Papers

https://github.com/harsh19/Shakespearizing-Modern-
Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence Models

https://github.com/xwhan/
One-Shot Relational Learning for Knowledge Graphs
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing

https://github.com/zhangmeishan/wordstructures
Chinese Parsing Exploiting Characters

https://github.com/esantus/Outlier
A Rank-Based Similarity Metric for Word Embeddings

https://github.com/laurentromary/stdfSpec
Lightweight Grammatical Annotation in the TEI: New Perspectives
Interoperable annotation of (co)references in the Democrat project

https://github.com/rsennrich/subword-
Marian: Fast Neural Machine Translation in C++

https://github.com/vanzytay/ABSA
Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification

https://github.com/MeDarina/meaning_
Annotating and analyzing the interactions between meaning relations

https://github.com/carhaas/nematus
Learning Neural Sequence-to-Sequence Models from Weak Feedback with Bipolar Ramp Loss

https://github.com/mfomicheva/
MAJE Submission to the WMT2018 Shared Task on Parallel Corpus Filtering

https://github.com/aymara/verbenet
Improvement of VerbNet-like resources by frame typing

https://github.com/jbarnesspain/blse
Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages

https://github.com/amagge/
University of Arizona at SemEval-2019 Task 12: Deep-Affix Named Entity Recognition of Geolocation Entities

https://github.com/pamelashapiro/
Morphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource Settings

https://github.com/BVLC/caffe/
Resolving References to Objects in Photographs using the Words-As-Classifiers Model

https://github.com/chapmanbe/
Assessing the Feasibility of an Automated Suggestion System for Communicating Critical Findings from Chest Radiology Reports to Referring Physicians

https://github.com/habernal/semeval2018-
BLCU_NLP at SemEval-2018 Task 12: An Ensemble Model for Argument Reasoning Based on Hierarchical Attention

https://peopleswksh.github.io/
Proceedings of the Second Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media

https://github.com/brendano/tweetmotif
Using Adversarial Examples in Natural Language Processing
Political Tendency Identification in Twitter using Sentiment Analysis Techniques
Extracting Lexically Divergent Paraphrases from Twitter
What to do about bad language on the internet
SemEval-2015 Task 1: Paraphrase and Semantic Similarity in Twitter (PIT)

https://github.com/bplank/slam-2018
Grotoco@SLAM: Second Language Acquisition Modeling with Simple Features, Learners and Task-wise Models

http://github.com/neubig/lamtram
Neural Reranking Improves Subjective Quality of Machine Translation: NAIST at WAT2015

https://github.com/IPS-LMU/EMU-webApp
BAS Speech Science Web Services - an Update of Current Developments

https://octoverse.github.com/
The effect of information controls on developers in China: An analysis of censorship in Chinese open source projects

https://github.com/cdli-gh/
Towards a Linked Open Data Edition of Sumerian Corpora

https://github.com/huminghao16/SpanABSA
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification

https://github.com/anastaw/meedan-memory
Semantic Similarity of Arabic Sentences with Word Embeddings
LIM-LIG at SemEval-2017 Task1: Enhancing the Semantic Similarity for Arabic Sentences with Vectors Weighting

https://github.com/tensorflow/tensor2tensor/com
The Speechmatics Parallel Corpus Filtering System for WMT18

https://nitishgupta.github.io/neural-el
Entity Linking via Joint Encoding of Types, Descriptions, and Context

http://github.com/dalab/deep-ed
Deep Joint Entity Disambiguation with Local Neural Attention

https://github.com/danielfrg/word2vec
Implementing a Reverse Dictionary, based on word definitions, using a Node-Graph Architecture

https://github.com/ufal/pytreex
Udapi: Universal API for Universal Dependencies

https://github.com/citizenlab/chat-censorship/
The effect of information controls on developers in China: An analysis of censorship in Chinese open source projects

https://github.com/snowblink14/
SemEval-2017 Task 9: Abstract Meaning Representation Parsing and Generation

https://github.com/newsreader/eso-and-ceo
The Circumstantial Event Ontology (CEO) and ECB+/CEO: an Ontology and Corpus for Implicit Causal Relations between Events

https://github.com/tolga-b/debiaswe/
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them
Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings

https://github.com/yuliagrishina/CORBON-
Multi-source annotation projection of coreference chains: assessing strategies and testing opportunities

https://github.com/lgazpio/DAM_STS
Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic Evaluation

https://github.com/clab/cnn.git
Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser

https://github.com/moses-smt/mosesdecoder/blob/
When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?
Speeding Up Neural Machine Translation Decoding by Cube Pruning
Unsupervised Pivot Translation for Distant Languages
Automated Chess Commentator Powered by Neural Chess Engine

https://github.com/akivajp/wmt2017
Tree as a Pivot: Syntactic Matching Methods in Pivot Translation

https://github.com/nlpresources/Corriere-mood-data
The Social Mood of News: Self-reported Annotations to Design Automatic Mood Detection Systems

https://github.com/stevecassidy/
Publishing the Trove Newspaper Corpus
Finding Names in Trove: Named Entity Recognition for Australian Historical Newspapers

https://github.com/rsennrich/wmt16-scripts
Six Challenges for Neural Machine Translation

https://github.com/ictnlp/RSI-NAT
Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation

https://github.com/zxteloiv/AdaNSP
AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing

https://github.com/dav/word2vec
Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings
Toward Better Loanword Identification in Uyghur Using Cross-lingual Word Embeddings
Dict2vec : Learning Word Embeddings using Lexical Dictionaries
Word Order Sensitive Embedding Features/Conditional Random Field-based Chinese Grammatical Error Detection
Evaluating bilingual word embeddings on the long tail
RACAI’s Natural Language Processing pipeline for Universal Dependencies
Twitter Universal Dependency Parsing for African-American and Mainstream American English
Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable
Bootstrapping a Romanian Corpus for Medical Named Entity Recognition
SMARTies: Sentiment Models for Arabic Target entities
A POS Tagging Model Adapted to Learner English
Document retrieval and question answering in medical documents. A large-scale corpus challenge.
Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation
Cross-media User Profiling with Joint Textual and Social User Embedding
Low-Resource Syntactic Transfer with Unsupervised Source Reordering
Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network

https://github.com/hectormartinez/ud_
Parsing Universal Dependencies without training

https://github.com/huashiyiqike/TMBP/tree/master/DocN
Neural Sparse Topical Coding

https://github.com/mila-udem/blocks-examples
Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation

http://universaldependencies.github.io/docs/u/
Universal and Language-specific Dependency Relations for Analysing Romanian

http://github.com/turian/neural-language-model
Parsing Software Requirements with an Ontology-based Semantic Role Labeler

https://github.com/ffnlp/sethr/blob/master/mte4r-upos.mapping
Collaborative Development of a Rule-Based Machine Translator between Croatian and Serbian

https://github.com/norahollenstein/
Inconsistency Detection in Semantic Annotation

https://github.com/tomtung/
Encoding Generalized Quantifiers in Dependency-based Compositional Semantics

https://github.com/titanbt/contextualGRU-attention-
Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification

https://github.com/wilkeraziz/mosesdecoder
Universal Reordering via Linguistic Typology

https://github.com/gabrielStanovsky/oie-benchmark
An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling
Graphene: Semantically-Linked Propositions in Open Information Extraction
Graphene: a Context-Preserving Open Information Extraction System

http://github.com/jiweil/Neural-
Automatic Evaluation of Neural Personality-based Chatbots

https://github.com/yanshao9798/
Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation

http://github.com/falcondai/chinese-char-lm
Glyph-aware Embedding of Chinese Characters

https://github.com/nert-gu/streusle/
Comprehensive Supersense Disambiguation of English Prepositions and Possessives
Semantic Supersenses for English Possessives

https://github.com/cambridgeltl/MTL-Bioinformatics-
Cross-Domain NER using Cross-Domain Language Modeling

https://github.com/alexandres/lexvec
SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models
DMCB at SemEval-2018 Task 1: Transfer Learning of Sentiment Classification Using Group LSTM for Emotion Intensity prediction
Incorporating Subword Information into Matrix Factorization Word Embeddings
Unsupervised Compositionality Prediction of Nominal Compounds

https://github.com/lisa-
Neural Machine Translation with Supervised Attention

https://github.com/OpenNMT/OpenNMT/
Language Generation via DAG Transduction

https://github.com/coltekin/emoji2018
Tübingen-Oslo at SemEval-2018 Task 2: SVMs perform better than RNNs in Emoji Prediction

https://github.com/ygraham/nlp-williams
Re-evaluating Automatic Summarization with BLEU and 192 Shades of ROUGE

https://github.com/marcusklang/docforia
Langforia: Language Pipelines for Annotating Large Collections of Documents

https://github.com/thunlp/Character-enhanced-Sememe-Prediction
Incorporating Chinese Characters of Words for Lexical Sememe Prediction

https://github.com/Lambda-3/Graphene
Graphene: Semantically-Linked Propositions in Open Information Extraction
Graphene: a Context-Preserving Open Information Extraction System

https://github.com/jiangycTarheel/EPAr
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension

https://github.com/nusnlp/neuqe
Neural Quality Estimation of Grammatical Error Correction

https://github.com/bashthebuilder/
Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding

https://github.com/SUTDNLP/
Transition-Based Deep Input Linearization
LibN3L:A Lightweight Package for Neural NLP
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

https://pystruct.github.io/
MARMOT: A Toolkit for Translation Quality Estimation at the Word Level

http://github.com/sitfoxfly/tree-svm
A Convolution Kernel Approach to Identifying Comparisons in Text

https://github.com/cosmozhang/
Sentiment Tagging with Partial Labels using Modular Architectures

https://github.com/valdersoul/conll2017
Character Sequence-to-Sequence Model with Global Attention for Universal Morphological Reinflection

https://github.com/m-chanakya/shortstories
Gold Corpus for Telegraphic Summarization

https://github.com/sweetpeach/semoji
Analyzing Incorporation of Emotion in Emoji Prediction

https://jgc128.github.io/mednli/
Lessons from Natural Language Inference in the Clinical Domain

https://github.com/ikekonglp/
TakeLab at SemEval-2017 Task 6: #RankingHumorIn4Pages

https://github.com/alvations/
USAAR at SemEval-2016 Task 11: Complex Word Identification with Sense Entropy and Sentence Perplexity

https://github.com/andreas-
VectorWeavers at SemEval-2016 Task 10: From Incremental Meaning to Semantic Unit (phrase by phrase)

https://github.com/spyder-ide/spyder/releases
WA-Continuum: Visualising Word Alignments across Multiple Parallel Sentences Simultaneously

http://pascalprecht.github.io/
Guampa: a Toolkit for Collaborative Translation

https://github.com/IKMLab/arct
NLITrans at SemEval-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension

https://github.com/didzis/smatchTools
RIGA at SemEval-2016 Task 8: Impact of Smatch Extensions and Character-Level Neural Translation on AMR Parsing Accuracy

https://github.com/elisemicho/escolta
Neural Network Architectures for Arabic Dialect Identification

https://github.com/cfedermann/Appraise
Findings of the 2013 Workshop on Statistical Machine Translation
Findings of the 2018 Conference on Machine Translation (WMT18)
Findings of the 2016 Conference on Machine Translation
Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation
The Scielo Corpus: a Parallel Corpus of Scientific Publications for Biomedicine
Findings of the 2017 Conference on Machine Translation (WMT17)
Findings of the 2015 Workshop on Statistical Machine Translation
Findings of the 2014 Workshop on Statistical Machine Translation
Re-assessing the Impact of SMT Techniques with Human Evaluation: a Case Study on English—Croatian
Findings of the 2019 Conference on Machine Translation (WMT19)

https://github.com/nguyenkh/AntSynNET
Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network

https://github.com/SeleniumHQ/
ChiMed: A Chinese Medical Corpus for Question Answering

https://github.com/Tixierae/examples/
GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization

https://github.com/jiweil/mutli-sense-embedding
On Modeling Sense Relatedness in Multi-prototype Word Embedding
Coming to Your Senses: on Controls and Evaluation Sets in Polysemy Research

https://github.com/InitialBug/BiSET
BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization

http://zhangmeishan.github.io/
Word-Context Character Embeddings for Chinese Word Segmentation

https://github.com/evolvingweb/ajax-solr
SurfShop: combing a product ontology with topic model results for online window-shopping.

https://github.com/tesseract-ocr/
Upcycle Your OCR: Reusing OCRs for Post-OCR Text Correction in Romanised Sanskrit
PDFdigest: an Adaptable Layout-Aware PDF-to-XML Textual Content Extractor for Scientific Articles
Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German
SemEval-2017 Task 6: #HashtagWars: Learning a Sense of Humor
NLP Web Services for Resource-Scarce Languages
OCR evaluation tools for the 21st century

https://github.com/interactionlab/NLATool
NLATool: an Application for Enhanced Deep Text Understanding

https://github.com/alex-fonseca/rlfowl
Retrieving Information from the French Lexical Network in RDF/OWL Format

https://github.com/qingsongma/blend
Blend: a Novel Combined MT Metric Based on Direct Assessment — CASICT-DCU submission to WMT17 Metrics Task
Results of the WMT18 Metrics Shared Task: Both characters and embeddings achieve good performance

https://github.com/sorenlind/lemmy
One format to rule them all – The emtsv pipeline for Hungarian

https://github.com/uhh-lt/sensegram
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations

https://github.com/guyemerson/sem-func
Semantic Composition via Probabilistic Model Theory

https://cdli-gh.github.io/mtaac/
Towards a Linked Open Data Edition of Sumerian Corpora

https://github.com/complexembedding/
Quantum-Inspired Complex Word Embedding

https://github.com/gkotsis/
Don’t Let Notes Be Misunderstood: A Negation Detection Method for Assessing Risk of Suicide in Mental Health Records
The language of mental health problems in social media

http://propbank.github.io/
Comprehensive and Consistent PropBank Light Verb Annotation
Automatic Extraction of Implicit Interpretations from Modal Constructions

https://github.com/TheLanguageArchive/FLAT
FLAT: Constructing a CLARIN Compatible Home for Language Resources

https://github.com/ybisk/charNMT-noise
On Adversarial Examples for Character-Level Neural Machine Translation

https://github.com/baidu/Dialogue/DAM
Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network

https://github.com/kanekomasahiro/japanese
Grammatical-Error-Aware Incorrect Example Retrieval System for Learners of Japanese as a Second Language

https://github.com/harisbinzia/Urdu-Word-Segmentation
Urdu Word Segmentation using Conditional Random Fields (CRFs)

https://github.com/marsan-ma/chat
HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation

https://github.com/lancopku/DeconvDec
Deconvolution-Based Global Decoding for Neural Machine Translation

http://github.com/dmlc/xgboost
Predicting Restaurant Consumption Level through Social Media Footprints

https://github.com/edx/ease
Augmenting Textual Qualitative Features in Deep Convolution Recurrent Neural Network for Automatic Essay Scoring
Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression
A Neural Local Coherence Model for Text Quality Assessment
Automatic Features for Essay Scoring – An Empirical Study
A Neural Approach to Automated Essay Scoring
evision PDF of 'Co-Attention Based Neural Network for Source-Dependent Essay Scoring

https://github.com/coastalcph/cldi_from_
Limitations of Cross-Lingual Learning from Image Search

https://github.com/facebookresearch/
Personalizing Dialogue Agents: I have a dog, do you have pets too?
CUNI x-ling: Parsing Under-Resourced Languages in CoNLL 2018 UD Shared Task
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations
Neural Cross-Lingual Named Entity Recognition with Minimal Resources
Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction
Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation
Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks
Domain Adapted Word Embeddings for Improved Sentiment Classification
Neural Machine Translation for English-Tamil
Transfer Learning and Sentence Level Features for Named Entity Recognition on Tweets
Subword-level Composition Functions for Learning Word Embeddings
Conversational Decision-Making Model for Predicting the King’s Decision in the Annals of the Joseon Dynasty
Filtering and Mining Parallel Data in a Joint Multilingual Space
Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks
Are BLEU and Meaning Representation in Opposition?
MPST: A Corpus of Movie Plot Synopses with Tags
Semi-Supervised Neural System for Tagging, Parsing and Lematization
Bilexical Embeddings for Quality Estimation
Codeswitching language identification using Subword Information Enriched Word Vectors
Sheffield Submissions for WMT18 Multimodal Translation Shared Task
A Named Entity Recognition Shootout for German
A Convolutional Encoder Model for Neural Machine Translation
Fast Query Expansion on an Accounting Corpus using Sub-Word Embeddings
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion
Vectorial Semantic Spaces Do Not Encode Human Judgments of Intervention Similarity
On the Limitations of Unsupervised Bilingual Dictionary Induction
SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation
Embedding Text in Hyperbolic Spaces
Addressing Low-Resource Scenarios with Character-aware Embeddings
A Bag of Useful Tricks for Practical Neural Machine Translation: Embedding Layer Initialization and Large Batch Size
Context Sensitive Neural Lemmatization with Lematus
TurkuNLP: Delexicalized Pre-training of Word Embeddings for Dependency Parsing
Training Data Augmentation for Low-Resource Morphological Inflection
Using Language Learner Data for Metaphor Detection
Bag of Tricks for Efficient Text Classification
Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model
Mumpitz at PARSEME Shared Task 2018: A Bidirectional LSTM for the Identification of Verbal Multiword Expressions
Deal or No Deal? End-to-End Learning of Negotiation Dialogues
Phrase-Based & Neural Unsupervised Machine Translation
QuickEdit: Editing Text & Translations by Crossing Words Out
What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties
Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings
Turku Neural Parser Pipeline: An End-to-End System for the CoNLL 2018 Shared Task
Classical Structured Prediction Losses for Sequence to Sequence Learning
A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems
Controlling Length in Abstractive Summarization Using a Convolutional Neural Network
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages
NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings
Characterizing Departures from Linearity in Word Translation
Simple Queries as Distant Labels for Predicting Gender on Twitter
SemEval 2018 Task 2: Multilingual Emoji Prediction
Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem
The MeMAD Submission to the WMT18 Multimodal Translation Task
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models
Decoupling Strategy and Generation in Negotiation Dialogues
Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine Translation
Graph-based Dependency Parsing with Graph Neural Networks
Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation
Segmentation-free compositional n-gram embedding-gram embedding
NICT’s Unsupervised Neural and Statistical Machine Translation Systems for the WMT19 News Translation Task
Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings
Best Practices for Learning Domain-Specific Cross-Lingual Embeddings
Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings
Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation
Improving Word Embeddings Using Kernel PCA
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue
Low-resource Deep Entity Resolution with Transfer and Active Learning
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing
Cross-domain and Cross-lingual Abusive Language Detection: A Hybrid Approach with Deep Learning and a Multilingual Lexicon
Cross-lingual Annotation Projection Is Effective for Neural Part-of-Speech Tagging
Building a Production Model for Retrieval-Based Chatbots
University of Tartu’s Multilingual Multi-domain WMT19 News Translation Shared Task Submission
Evaluation of Morphological Embeddings for English and Russian Languages
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation
TMU Japanese-Chinese Unsupervised NMT System for WAT 2018 Translation Task
TMU Transformer System Using BERT for Re-ranking at BEA 2019 Grammatical Error Correction on Restricted Track
Adaptive Attention Span in Transformers
Fine-Grained Entity Typing in Hyperbolic Space
Exploring Sequence-to-Sequence Learning in Aspect Term Extraction
Unsupervised Joint Training of Bilingual Word Embeddings
Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models
Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages
Exploiting Sentential Context for Neural Machine Translation
NICT’s Machine Translation Systems for the WMT19 Similar Language Translation Task
Subversive Toxicity Detection using Sentiment Information
Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training
The LMU Munich Unsupervised Machine Translation System for WMT19
Cooperative Learning of Disjoint Syntax and Semantics
Findings of the WMT 2019 Shared Task on Parallel Corpus Filtering for Low-Resource Conditions
NRC Parallel Corpus Filtering System for WMT 2019
On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference

https://dkpro.github.io
LAPPS/Galaxy: Current State and Next Steps

https://github.com/thunlp/OpenNRE
Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

https://github.com/orestxherija/
Classification of Medication-Related Tweets Using Stacked Bidirectional LSTMs with Context-Aware Attention

https://codeswitching.github.io/2018/
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task

https://github.com/MultimediaSemantics/
Context-enhanced Adaptive Entity Linking

https://github.com/mnschmit/SherLIiC
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference

https://github.com/bwaldvogel/
IIT-TUDA at SemEval-2016 Task 5: Beyond Sentiment Lexicon: Combining Domain Dependency and Distributional Semantics Features for Aspect Based Sentiment Analysis

https://flammie.github.io/
The University of Helsinki Submissions to the WMT19 News Translation Task

https://github.com/ufal/treex/
Moses & Treex Hybrid MT Systems Bestiary
CUNI Experiments for WMT17 Metrics Task
Targeted Paraphrasing on Deep Syntactic Layer for MT Evaluation
Slavic Forest, Norwegian Wood

https://github.com/SenticNet/personality-detection
Aff2Vec: Affect–Enriched Distributional Word Representations

https://github.com/kyunghyuncho/
Pointing the Unknown Words

https://github.com/hltcoe/golden-horse
Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition
Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings
Fine-tuning for Named Entity Recognition Using Part-of-Speech Tagging

http://librosa.github.io/librosa/
Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)

https://github.com/KELLIA/dictionary/blob/master/xml/Coptic_Lemma_Schema
A Linked Coptic Dictionary Online

https://github.com/yuvalpinter/Mimick
Generalizing Word Embeddings using Bag of Subwords
Subword-based Compact Reconstruction of Word Embeddings

https://github.com/CreativeCodingLab/
Text Annotation Graphs: Annotating Complex Natural Language Phenomena

https://github.com/unitedstates/citation
Extracting Case Law Sentences for Argumentation about the Meaning of Statutory Terms

https://a2avecs.github.io
Affordance Extraction and Inference based on Semantic Role Labeling

https://github.com/stephenroller/
Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection
Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding
Contextualized Word Representations for Multi-Sense Embedding

https://github.com/kuruonur1/cwi
AI-KU at SemEval-2016 Task 11: Word Embeddings and Substring Features for Complex Word Identification

https://github.com/fmplaza/WASSA-2018
SINAI at IEST 2018: Neural Encoding of Emotional External Knowledge for Emotion Classification

https://github.com/lancopku/SGM
SGM: Sequence Generation Model for Multi-label Classification
Rethinking Complex Neural Network Architectures for Document Classification

https://github.com/oasis-tcs/xliff-omos-jliff
XLIFF 2

https://github.com/neubig/util-scripts/
When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?

https://github.com/ace7k3/grawitas
GraWiTas: a Grammar-based Wikipedia Talk Page Parser

https://github.com/dr97531/SparseSCVB0
Scalable Collapsed Inference for High-Dimensional Topic Models

https://github.com/kanekomasahiro/grammatical-error-
Grammatical Error Detection Using Error- and Grammaticality-Specific Word Embeddings

https://github.com/andersjo/
Joint part-of-speech and dependency projection from multiple sources
Any-language frame-semantic parsing

https://github.com/ajroussel/
Detecting and Resolving Shell Nouns in German

https://github.com/dmort27/
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning

http://github.com/cltl/svm_wsd
NT2Lex: A CEFR-Graded Lexical Resource for Dutch as a Foreign Language Linked to Open Dutch WordNet

https://github.com/okkyibrohim/id-
Multi-label Hate Speech and Abusive Language Detection in Indonesian Twitter

https://github.com/losyer/
Subword-based Compact Reconstruction of Word Embeddings

https://github.com/lancopku/Multi-Order-LSTM
Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?

https://github.com/swubb/SatiricLR
SatiricLR: a Language Resource of Satirical News Articles

https://github.com/alvations/MacSaar-CWI
MacSaar at SemEval-2016 Task 11: Zipfian and Character Features for ComplexWord Identification

http://taku910.github
Segmentation-Free Word Embedding for Unsegmented Languages

http://github.com/kpu/kenlm
Recursive Neural Network Based Preordering for English-to-Japanese Machine Translation
Osaka University MT Systems for WAT 2018: Rewarding, Preordering, and Domain Adaptation

https://github.com/snakeztc/SimDial
Zero-Shot Dialog Generation with Cross-Domain Latent Actions

https://github.com/dimsum16/dimsum-data
Inconsistency Detection in Semantic Annotation
SemEval-2016 Task 10: Detecting Minimal Semantic Units and their Meanings (DiMSUM)

https://github.com/shanzhenren/AFET
AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding

https://github.com/dimi123/EMNLP-2015
The REAL Corpus: A Crowd-Sourced Corpus of Human Generated and Evaluated Spatial References to Real-World Urban Scenes

https://github.com/kscanne/caighdean
Statistical models for text normalization and machine translation

https://github.com/CogComp/
Gold Standard Annotations for Preposition and Verb Sense with Semantic Role Labels in Adult-Child Interactions

https://github.com/uclmr/
Jack the Reader – A Machine Reading Framework
A Parallel Corpus of Python Functions and Documentation Strings for Automated Code Documentation and Code Generation
Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers
Incorporating Emoji Descriptions Improves Tweet Classification

https://github.com/facebook/fb.resnet.torch
Rethinking Skip-thought: A Neighborhood based Approach

https://github.com/networkdynamics/geoinference
CSIRO Data61 at the WNUT Geo Shared Task

https://github.com/elitcloud/elit
Meta-Semantic Representation for Early Detection of Alzheimer’s Disease

https://github.com/nschneid/pyutil
Supersense Tagging for Arabic: the MT-in-the-Middle Attack

https://github.com/Gorov/
Improved Neural Relation Detection for Knowledge Base Question Answering
Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction

https://github.com/letter-to-phoneme/
Low-Resource Machine Transliteration Using Recurrent Neural Networks of Asian Languages
Improving the neural network-based machine transliteration for low-resourced language pair

https://github.com/delph-in/pydelphin
A Proposition-Based Abstractive Summariser
Graph- and surface-level sentence chunking
Robust Incremental Neural Semantic Graph Parsing
Realization of long sentences using chunking
Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis
Functional Distributional Semantics
Semantic Composition via Probabilistic Model Theory
Robust Training under Linguistic Adversity
Neural Text Generation from Rich Semantic Representations

https://github.com/dair-iitd/KBI
Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision

http://andreasvc.github
A Data-Oriented Model of Literary Language

https://lvdmaaten.github.io/publications/papers/JMLR_2008.pdf
基於增強式深層類神經網路之語言辨認系統(Reinforcement Training for Deep Neural Networks-based Language Recognition)[In Chinese]

https://github.com/xigt/yggdrasil
A Web-framework for ODIN Annotation

https://github.com/kth-social-robotics/multimodal-crowdsourcing-tool
Crowdsourced Multimodal Corpora Collection Tool

https://github.com/wmaier/treetools
Neural Discontinuous Constituency Parsing
discoursegraphs: A graph-based merging tool and converter for multilayer annotated corpora

https://ml4health.github.io/2018/
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring

https://github.com/CSLujunyu/
Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses Selection

https://github.com/noon99jaki/pra
Uncovering Probabilistic Implications in Typological Knowledge Bases

https://github.com/zhangmeishan/NNRelationExtraction
End-to-End Neural Relation Extraction with Global Optimization

https://github.com/leuchine/
Mining Evidences for Concept Stock Recommendation
Learning Domain Representation for Multi-Domain Sentiment Classification

https://github.com/ytsvetko/metaphor
Evaluation of Word Vector Representations by Subspace Alignment
Metaphor Detection with Cross-Lingual Model Transfer

https://github.com/dbpedia/extraction-framework/
Improving Knowledge Base Construction from Robust Infobox Extraction

https://github.com/IlyaGusev/UNMT
System Description of Supervised and Unsupervised Neural Machine Translation Approaches from “NL Processing” Team at DeepHack.Babel Task

http://github.com/andreasvc/disco-dop
LCFRS binarization and debinarization for directional parsing
Discontinuous Data-Oriented Parsing: A mildly context-sensitive all-fragments grammar

https://github.com/debanjanghosh/sarcasm_wsd
Sarcasm Analysis Using Conversation Context

https://github.com/littlekobe/AREL
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling
The Steep Road to Happily Ever after: an Analysis of Current Visual Storytelling Models

https://github.com/sebischair/
Evaluating Natural Language Understanding Services for Conversational Question Answering Systems

https://github.com/ruidan/
Using Aspect Extraction Approaches to Generate Review Summaries and User Profiles
Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis

http://github.com/mattburg/LobbyBack
Prototype Synthesis for Model Laws

https://github.com/XingxingZhang/
Simple and Effective Text Simplification Using Semantic and Neural Methods

https://github.com/tmikolov/word2vec
Bib2vec: Embedding-based Search System for Bibliographic Information
Advances in Pre-Training Distributed Word Representations
Cross-Lingual Pronoun Prediction with Deep Recurrent Neural Networks v2.0
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling
Global Attention for Name Tagging
Debiasing Word Embeddings Improves Multimodal Machine Translation
UdS-DFKI Participation at WMT 2019: Low-Resource (en-gu) and Coreference-Aware (en-de) Systems

https://github.com/KaimingHe/deep-residual-networks
Improving Reinforcement Learning Based Image Captioning with Natural Language Prior

https://github.com/liesenf/mycancor
MYCanCor: A Video Corpus of spoken Malaysian Cantonese

https://github.com/zmtkeke/IRN
An Interpretable Reasoning Network for Multi-Relation Question Answering
UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering

https://github.com/wcmac/sippycup
Training Classifiers with Natural Language Explanations

https://github.com/CeON/CERMINE
PDFdigest: an Adaptable Layout-Aware PDF-to-XML Textual Content Extractor for Scientific Articles

https://github.com/danqi/
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task

https://github.com/bgalitsky/relevance-based-on-
On a Chat Bot Finding Answers with Optimal Rhetoric Representation

https://github.com/google/gemmlowp
OpenNMT System Description for WNMT 2018: 800 words/sec on a single-core CPU

https://marian-nmt.github.io/
NICT’s Corpus Filtering Systems for the WMT18 Parallel Corpus Filtering Task
NICT’s Neural and Statistical Machine Translation Systems for the WMT18 News Translation Task
SGNMT – A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies
Extracting In-domain Training Corpora for Neural Machine Translation Using Data Selection Methods
Combination of Statistical and Neural Machine Translation for Myanmar-English
NICT’s Unsupervised Neural and Statistical Machine Translation Systems for the WMT19 News Translation Task
Findings of the WMT 2019 Shared Task on Automatic Post-Editing
Findings of the WMT 2019 Biomedical Translation Shared Task: Evaluation for MEDLINE Abstracts and Biomedical Terminologies
Neural Machine Translation for English–Kazakh with Morphological Segmentation and Synthetic Data
English-Myanmar NMT and SMT with Pre-ordering: NICT’s Machine Translation Systems at WAT-2018
Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data
Improving Domain Adaptation for Machine Translation withTranslation Pieces
NICT’s Machine Translation Systems for the WMT19 Similar Language Translation Task
APE through Neural and Statistical MT with Augmented Data. ADAPT/DCU Submission to the WMT 2019 APE Shared Task
Johns Hopkins University Submission for WMT News Translation Task

https://github.com/elisaF/extractGroups
Leveraging coreference to identify arms in medical abstracts: An experimental study

https://github.com/tkim-snu/GLACNet
The Steep Road to Happily Ever after: an Analysis of Current Visual Storytelling Models

https://github.com/anhaidgroup/
Low-resource Deep Entity Resolution with Transfer and Active Learning

https://github.com/neologd/mecab-ipadic-neologd
Extractive Headline Generation Based on Learning to Rank for Community Question Answering
Predicting Stances from Social Media Posts using Factorization Machines
A Comparison of Entity Matching Methods between English and Japanese Katakana
Analyzing the Revision Logs of a Japanese Newspaper for Article Quality Assessment

http://github.com/syllog1sm/redshift
Joint Incremental Disfluency Detection and Dependency Parsing

https://github.com/chridey/change-my-view-modes
Analyzing the Semantic Types of Claims and Premises in an Online Persuasive Forum

https://github.com/vered1986/OKR
A Consolidated Open Knowledge Representation for Multiple Texts

https://reckart.github.io/tt4j/tokenizer.html
Fine-grained domain classification of text using TERMIUM Plus
Proceedings of Language, Ontology, Terminology and Knowledge Structures Workshop (LOTKS 2017)

http://ghpaetzold.github.io/LEXenstein
Lexical Simplification with Neural Ranking

https://github.com/harvardnlp/urnng
Unsupervised Recurrent Neural Network Grammars
Compound Probabilistic Context-Free Grammars for Grammar Induction

https://pouyapez.github.io/criage
Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications

https://github.com/microth/mateplus/
Assessing SRL Frameworks with Automatic Training Data Expansion

https://github.com/annontopicmodel/
Unsupervised Topic Modeling for Short Texts Using Distributed Representations of Words

https://github.com/Kyubyong/transformer
Semantic Neural Machine Translation Using AMR

https://github.com/ikekonglp/PAD/tree/master/python
Language Independent Dependency to Constituent Tree Conversion

https://github.com/zh3nis/scrn/blob/master/scrnn_deps.sh
Reproducing and Regularizing the SCRN Model

https://github.com/chenchongthu/
LRMM: Learning to Recommend with Missing Modalities

https://github.com/yukio326/nmt-chainer
Graph-based Filtering of Out-of-Vocabulary Words for Encoder-Decoder Models
TMU Japanese-English Neural Machine Translation System using Generative Adversarial Network for WAT 2018

https://github.com/dandaprathyusha/End-to-end-dialog-
End to End Dialog System for Telugu

https://github.com/dykang/cgraph
Unsupervised Word Influencer Networks from News Streams

https://github.com/moses-smt/mosesdecoder/blob/master
Osaka University MT Systems for WAT 2018: Rewarding, Preordering, and Domain Adaptation

https://github.com/langdoc/FRechdoc/wiki/ELAN-tiers
Extracting inflectional class assignment in Pite Saami: Nouns, verbs and those pesky adjectives

https://github.com/shivam5992/textstat
Controlling the Reading Level of Machine Translation Output

https://github.com/sonvx/word2vecVN
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit

http://github.com/snkim/
SemEval-2010 Task 5 : Automatic Keyphrase Extraction from Scientific Articles

https://github.com/dlatk/happierfuntokenizing
Human Centered NLP with User-Factor Adaptation

https://github.com/cod3licious/conec
Context encoders as a simple but powerful extension of word2vec

https://github.com/INGEOTEC/b4msa
INGEOTEC at SemEval-2018 Task 1: EvoMSA and μTC for Sentiment Analysis
INGEOTEC at SemEval 2017 Task 4: A B4MSA Ensemble based on Genetic Programming for Twitter Sentiment Analysis
INGEOTEC at SemEval-2019 Task 5 and Task 6: A Genetic Programming Approach for Text Classification

https://github.com/warnikchow/HashCount
HashCount at SemEval-2018 Task 3: Concatenative Featurization of Tweet and Hashtags for Irony Detection

http://mitre.github.io/callisto/
TALEN: Tool for Annotation of Low-resource ENtities

https://github.com/methanet/
Salience Rank: Efficient Keyphrase Extraction with Topic Modeling

https://github.com/OpenNMT/CTranslate
OpenNMT System Description for WNMT 2018: 800 words/sec on a single-core CPU

https://github.com/hangyav/UnsupPSE
Unsupervised Parallel Sentence Extraction with Parallel Segment Detection Helps Machine Translation

https://github.com/stanfordnlp/
Universal Dependency Parsing from Scratch
What does Neural Bring? Analysing Improvements in Morphosyntactic Annotation and Lemmatisation of Slovenian, Croatian and Serbian

http://colah.github.io/posts/2015-08-
Automatic Token and Turn Level Language Identification for Code-Switched Text Dialog: An Analysis Across Language Pairs and Corpora

https://github.com/espeak-ng/
A Master-Apprentice Approach to Automatic Creation of Culturally Satirical Movie Titles

https://gist.github.com/varvara-l/
evision PDF of 'Findings of the WMT 2019 Shared Tasks on Quality Estimation

https://github.com/gamallo/QueLingua
Comparing Two Basic Methods for Discriminating Between Similar Languages and Varieties

https://github.com/Garrafao/SecondOrder
Second-order Co-occurrence Sensitivity of Skip-Gram with Negative Sampling

https://github.com/AKSW/Palmetto/
Detecting Perspectives in Political Debates
Microblog Conversation Recommendation via Joint Modeling of Topics and Discourse

https://github.com/keras-team/keras/
Generating Natural Language Adversarial Examples
Measuring Beginner Friendliness of Japanese Web Pages explaining Academic Concepts by Integrating Neural Image Feature and Text Features
Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing

https://github.com/kyzhouhzau/
CRF-LSTM Text Mining Method Unveiling the Pharmacological Mechanism of Off-target Side Effect of Anti-Multiple Myeloma Drugs

https://github.com/orenmel/
Supervised and unsupervised approaches to measuring usage similarity
Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison
Towards Automatic Generation of Shareable Synthetic Clinical Notes Using Neural Language Models

https://github.com/heerme/
Character-based Neural Embeddings for Tweet Clustering

http://amueller.github.io/
#WhyIStayed, #WhyILeft: Microblogging to Make Sense of Domestic Abuse

https://github.com/amikael/ncdigraphs
Generic Axiomatization of Families of Noncrossing Graphs in Dependency Parsing

https://github.com/ygraham/mt-qe-eval
Findings of the WMT 2018 Shared Task on Quality Estimation
The Benefit of Pseudo-Reference Translations in Quality Estimation of MT Output
Findings of the 2017 Conference on Machine Translation (WMT17)

https://github.com/idiap/APT
Using Coreference Links to Improve Spanish-to-English Machine Translation
Validation of an Automatic Metric for the Accuracy of Pronoun Translation (APT)

http://lex4all.github.io/lex4all/
lex4all: A language-independent tool for building and evaluating pronunciation lexicons for small-vocabulary speech recognition

https://annotald.github.io/
UCCAApp: Web-application for Syntactic and Semantic Phrase-based Annotation

https://wwunlp.github.io/sner/
Towards a Linked Open Data Edition of Sumerian Corpora

http://vukbatanovic.github.io/paraphrase.sr/
Fine-grained Semantic Textual Similarity for Serbian

https://github.com/Ripser/ripser
Topological Data Analysis for Discourse Semantics?

https://github.com/Malkitti/
Morphological Analysis of the Dravidian Language Family

http://github.com/pytorch/fairseq
CVIT-MT Systems for WAT-2018

https://mvrl-clasp.github.io/SNAG/
SNAG: Spoken Narratives and Gaze Dataset

https://github.com/eligrey/FileSaver.js
Digital Leafleting: Extracting Structured Data from Multimedia Online Flyers

https://github.com/ninjin/bionlp_st_
BioNLP Shared Task 2013: Supporting Resources

https://github.com/PKU-TANGENT/SciDTB
Evaluation of Scientific Elements for Text Similarity in Biomedical Publications

https://github.com/GenevieveGorrell/gateplugin-
Identifying First Episodes of Psychosis in Psychiatric Patient Records using Machine Learning

https://github.com/knowitall/chunkedextractor
Demonyms and Compound Relational Nouns in Nominal Open IE

https://github.com/wfeely/farsiNLPTools/
PersoNER: Persian Named-Entity Recognition

https://github.com/liu-nlp/gamma
Parsing to Noncrossing Dependency Graphs
Linköping: Cubic-Time Graph Parsing with a Simple Scoring Scheme

https://github.com/GU-CLASP/shami-corpus
Shami: A Corpus of Levantine Arabic Dialects

https://github.com/mfaruqui/sparse-coding
A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution
Neural-based Noise Filtering from Word Embeddings

https://github.com/yeaseulkim/SimpleScience
SimpleScience: Lexical Simplification of Scientific Terminology

http://github.com/W4ngatang/sent-bias
On Measuring Social Biases in Sentence Encoders

https://github.com/fastnlp/fastNLP
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation
Searching for Effective Neural Extractive Summarization: What Works and What’s Next

https://github.com/aalto-speech/flatcat
A Comparative Study of Minimally Supervised Morphological Segmentation
Morfessor FlatCat: An HMM-Based Method for Unsupervised and Semi-Supervised Learning of Morphology

https://github.com/aghie/uuusa
Towards Syntactic Iberian Polarity Classification

https://github.com/Tixierae/EMNLP_2016
A Graph Degeneracy-based Approach to Keyword Extraction

https://github.com/quanpn90/NMTGMinor/tree/DbMajor
Improving Zero-shot Translation with Language-Independent Constraints

https://github.com/attapol/nn
Robust Non-Explicit Neural Discourse Parser in English and Chinese

https://github.com/arnsholt/syn-agreement/
A chance-corrected measure of inter-annotator agreement for syntax

https://github.com/kaldi-asr/kaldi/blob/master/egs/swbd/s5c/
Open ASR for Icelandic: Resources and a Baseline System

https://github.com/veidel/cdec
Online Relative Margin Maximization for Statistical Machine Translation

https://github.com/malihealikhani/CITE
CITE: A Corpus of Image-Text Discourse Relations

https://github.com/OpenBEL/openbel-framework-
BEL Networks Derived from Qualitative Translations of BioNLP Shared Task Annotations

https://github.com/wwbp
Residualized Factor Adaptation for Community Social Media Prediction Tasks
The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions

https://github.com/klpp/kurdnet
Semi-Automatic Development of KurdNet, The Kurdish WordNet
Towards Building KurdNet, the Kurdish WordNet

https://github.com/hiroki13/span-based-srl
A Span Selection Model for Semantic Role Labeling

https://github.com/awbennett/LexSemTm
LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning

https://github.com/jakpra/UCoref
Semantically Constrained Multilayer Annotation: The Case of Coreference

https://github.com/newsreader/eso
The Event and Implied Situation Ontology (ESO): Application and Evaluation

https://github.com/snipsco/
Slot-Gated Modeling for Joint Slot Filling and Intent Prediction
DeepPavlov: Open-Source Library for Dialogue Systems
Joint Slot Filling and Intent Detection via Capsule Neural Networks

https://github.com/M4t1ss/Batch-
Neural Network Language Models for Candidate Scoring in Hybrid Multi-System Machine Translation

https://github.com/chenhongshen/
Universal Dependencies Parsing for Colloquial Singaporean English

https://github.com/grantjenks/wordsegment
How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs
IITP at EmoInt-2017: Measuring Intensity of Emotions using Sentence Embeddings and Optimized Features

http://github.com/mpsilfve/ud-segmen
Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules?

https://github.com/nlpaueb/
AUEB at BioASQ 6: Document and Snippet Retrieval

https://github.com/iceboal/correlated-lda
Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections

https://github.com/RobGrimm/prediction
Towards a Model of Prediction-based Syntactic Category Acquisition: First Steps with Word Embeddings

https://github.com/DanielCoutoVale/openccg
Automatic Recognition of Linguistic Replacements in Text Series Generated from Keystroke Logs

https://github.com/lasigeBioTM/CiTA
ULISBOA at SemEval-2017 Task 12: Extraction and classification of temporal expressions and events

https://oasis-open.github.io/cti-
Bootstrapping a Natural Language Interface to a Cyber Security Event Collection System using a Hybrid Translation Approach

https://github.com/jhclark/multeval
Enhancement of Encoder and Attention Using Target Monolingual Corpora in Neural Machine Translation
Neural Paraphrase Generation with Stacked Residual LSTM Networks
A Transformer-Based Multi-Source Automatic Post-Editing System
Bilingual Markov Reordering Labels for Hierarchical SMT
Input Combination Strategies for Multi-Source Transformer Decoder
A Shared Task on Multimodal Machine Translation and Crosslingual Image Description
Multi-Task Learning for Improved Discriminative Training in SMT
Two-Step Machine Translation with Lattices
Reordering Grammar Induction
A Call for Clarity in Reporting BLEU Scores
A Systematic Comparison of Smoothing Techniques for Sentence-Level BLEU
A Generalized Framework for Hierarchical Word Sequence Language Model
NICT Self-Training Approach to Neural Machine Translation at NMT-2018
Cutting the Long Tail: Hybrid Language Models for Translation Style Adaptation
Pre-reordering for Statistical Machine Translation of Non-fictional Subtitles
Rule-based Reordering Space in Statistical Machine Translation
Combining Translation Memories and Syntax-Based SMT: Experiments with Real Industrial Data
Enriching Source for English-to-Urdu Machine Translation
NeuralREG: An end-to-end approach to referring expression generation
Augmenting Translation Models with Simulated Acoustic Confusions for Improved Spoken Language Translation
Integrating a Large, Monolingual Corpus as Translation Memory into Statistical Machine Translation
Improving Statistical Machine Translation with Selectional Preferences
Multimodal Pivots for Image Caption Translation
Generating English Determiners in Phrase-Based Translation with Synthetic Translation Options
Improving Syntax-Augmented Machine Translation by Coarsening the Label Set
A Stable and Effective Learning Strategy for Trainable Greedy Decoding
USAAR-DFKI – The Transference Architecture for English–German Automatic Post-Editing
A Comparison on Fine-grained Pre-trained Embeddings for the WMT19Chinese-English News Translation Task

http://www.github.com/mrouvier/SemEval2016
SENSEI-LIF at SemEval-2016 Task 4: Polarity embedding fusion for robust sentiment analysis

https://github.com/srgrr/Neural-Translation
WMT 2016 Multimodal Translation System Description based on Bidirectional Recurrent Neural Networks with Double-Embeddings

https://github.com/CPSSD/LUCAS
Fact or Factitious? Contextualized Opinion Spam Detection

http://jbjorne.github.com/
UColorado_SOM: Extraction of Drug-Drug Interactions from Biomedical Text using Knowledge-rich and Knowledge-poor Features

https://github.com/swiseman/nn_
Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution

https://github.com/QUD-comp/
Ranking of Potential Questions

https://github.com/cligs/
A Method to Automatically Identify Diachronic Variation in Collocations.

https://github.com/acl-org/
evision PDF of 'The ACL Anthology: Current State and Future Directions

https://github.com/zombilingo
Crowdsourcing Complex Language Resources: Playing to Annotate Dependency Syntax

https://github.com/vaswani/MIR_ALIGNMENT
Model Invertibility Regularization: Sequence Alignment With or Without Parallel Data

https://github.com/gregversteeg/
Anchored Correlation Explanation: Topic Modeling with Minimal Domain Knowledge

https://github.com/rkadlec/asreader/
BioRead: A New Dataset for Biomedical Reading Comprehension

https://gist.github.com/emjotde/
The University of Helsinki Submissions to the WMT19 News Translation Task

https://github.com/ma-sultan/monolingual-word-aligner/
ISCAS_NLP at SemEval-2016 Task 1: Sentence Similarity Based on Support Vector Regression using Multiple Features

https://github.com/Lambda-3/Graphene/blob/master/
Graphene: a Context-Preserving Open Information Extraction System

https://github.com/OlaRonning/
Sluice Resolution without Hand-Crafted Features over Brittle Syntax Trees

http://github.com/clab/fast
A Simple, Fast, and Effective Reparameterization of IBM Model 2

https://github.com/HKUST-KnowComp/JWE
A Hybrid Learning Scheme for Chinese Word Embedding
A Comparison on Fine-grained Pre-trained Embeddings for the WMT19Chinese-English News Translation Task

https://github.com/tdozat/Parser-v1
Supervised Treebank Conversion: Data and Approaches

https://github.com/aalto-speech/AaltoASR
Acoustic Model Compression with MAP adaptation

http://github.com/mjpost/sacreBLEU
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/NEO-IE
Bootstrapping for Numerical Open IE

https://github.com/attardi/wikiextractor
Adding Context to Semantic Data-Driven Paraphrasing
Multi-source synthetic treebank creation for improved cross-lingual dependency parsing
A Multilingual Dataset for Evaluating Parallel Sentence Extraction from Comparable Corpora
Adapting the TANL tool suite to Universal Dependencies
NUIG-UNLP at SemEval-2016 Task 13: A Simple Word Embedding-based Approach for Taxonomy Extraction
Classifying Out-of-vocabulary Terms in a Domain-Specific Social Media Corpus
Composition of Compound Nouns Using Distributional Semantics
From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources
Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource
Revisiting the Design Issues of Local Models for Japanese Predicate-Argument Structure Analysis
Treat the Word As a Whole or Look Inside? Subword Embeddings Model Language Change and Typology
Unsupervised Pivot Translation for Distant Languages
Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion

https://github.com/nmrksic/neural-belief-tracker
Explicit Retrofitting of Distributional Word Vectors
Fully Statistical Neural Belief Tracking
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources

https://github.com/sherjilozair/
TF-LM: TensorFlow-based Language Modeling Toolkit

https://github.com/discourse-lab/dimlex
On the Role of Discourse Markers for Discriminating Claims and Premises in Argumentative Discourse
Anaphoricity in Connectives: A Case Study on German

https://github.com/bitbanger/schemas
Towards Natural Language Story Understanding with Rich Logical Schemas

https://github.com/rsennrich/nematus
The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMT
Cost Weighting for Neural Machine Translation Domain Adaptation
OpenNMT: Neural Machine Translation Toolkit
A Challenge Set Approach to Evaluating Machine Translation
Pushing the Limits of Translation Quality Estimation
OpenNMT: Open-Source Toolkit for Neural Machine Translation
Linguistic Input Features Improve Neural Machine Translation
Log-linear Combinations of Monolingual and Bilingual Neural Machine Translation Models for Automatic Post-Editing
Pre-Translation for Neural Machine Translation
Nematus: a Toolkit for Neural Machine Translation
Stronger Baselines for Trustable Results in Neural Machine Translation
Towards String-To-Tree Neural Machine Translation
Predicting Target Language CCG Supertags Improves Neural Machine Translation
A Dataset and Reranking Method for Multimodal MT of User-Generated Image Captions
Neural vs. Phrase-Based Machine Translation in a Multi-Domain Scenario
The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2017
Are we experiencing the Golden Age of Automatic Post-Editing?
Analyzing Neural MT Search and Model Performance
Interactive Visualization and Manipulation of Attention-based Neural Machine Translation
ESCAPE: a Large-scale Synthetic Corpus for Automatic Post-Editing
How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs
Multi-Domain Neural Machine Translation through Unsupervised Adaptation
An Empirical Study of Mini-Batch Creation Strategies for Neural Machine Translation
The QT21/HimL Combined Machine Translation System

http://karpathy.github.io/2015/
Low-resource OCR error detection and correction in French Clinical Texts
Assessing the Stylistic Properties of Neurally Generated Text in Authorship Attribution
A surprisingly effective out-of-the-box char2char model on the E2E NLG Challenge dataset

https://github.com/lukecq1231/nli
Neural Natural Language Inference Models Enhanced with External Knowledge
When data permutations are pathological: the case of neural natural language inference
Enhanced LSTM for Natural Language Inference

https://github.com/texttheater/xlci
Cross-lingual CCG Induction

https://github.com/tzshi/dp-parser-emnlp17
Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set

http://github.com/epochx/commitgen
A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes

https://github.com/sequitur-g2p/sequitur-g2p
Joint Approach to Deromanization of Code-mixed Texts

https://globalwordnet.github.io/
Using OntoLex-Lemon for Representing and Interlinking German Multiword Expressions in OdeNet and MMORPH

https://github.com/antlr/grammars-v4
Mapping Language to Code in Programmatic Context

https://github.com/iqraameer133/HateEval2019
CIC at SemEval-2019 Task 5: Simple Yet Very Efficient Approach to Hate Speech Detection, Aggressive Behavior Detection, and Target Classification in Twitter

https://github.com/OpenNMT/OpenNMT-py/
Designing a Symbolic Intermediate Representation for Neural Surface Realization

https://github.com/moses-smt/mosesdecoder/blob/RELEASE-
IITP-MT at WAT2018: Transformer-based Multilingual Indic-English Neural Machine Translation System

https://github.com/jacobeisenstein/jos-gender-2014/
Aye or naw, whit dae ye hink? Scottish independence and linguistic identity on social media

https://github.com/IACASNLPIR/GKHMC
Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?

https://github.com/facebookresearch/SentEval/tree/master
Modeling Recurrence for Transformer

https://github.com/manikyaswathi/SemEval2018HypernymDiscovery
UMDuluth-CS8761 at SemEval-2018 Task9: Hypernym Discovery using Hearst Patterns, Co-occurrence frequencies and Word Embeddings

https://github.com/nusnlp/corelm
Connecting the Dots: Towards Human-Level Grammatical Error Correction

https://kba.github.io/hocr-spec/1.2/
Improving Optical Character Recognition of Finnish Historical Newspapers with a Combination of Fraktur & Antiqua Models and Image Preprocessing

http://github.com/gsi-upm/Sefarad
A Linked Data Model for Multimodal Sentiment and Emotion Analysis

https://github.com/dair-iitd/BossNet
Disentangling Language and Knowledge in Task-Oriented Dialogs

https://github.com/valeriobasile/
The DipInfo-UniTo system for SRST 2018
A Repository of Frame Instance Lexicalizations for Generation

https://github.com/zh3nis/scrn
Reproducing and Regularizing the SCRN Model

https://github.com/clshenNLP/QASC/
Sentiment Classification towards Question-Answering with Hierarchical Matching Network

https://github.com/kaiyuanmifen/
Two-stage Federated Phenotyping and Patient Representation Learning

https://github.com/adrien-bougouin/KeyBench/
Keyphrase Annotation with Graph Co-Ranking

http://github.com/emjotde/amunmt
Neural Post-Editing Based on Quality Estimation

https://github.com/neulab/word-embeddings-for-nmt
When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?
Unsupervised Pivot Translation for Distant Languages

https://github.com/mixstef/tramooc
Translation Crowdsourcing: Creating a Multilingual Corpus of Online Educational Content

https://github.com/miserman/lingmatch
An Approach to the CLPsych 2018 Shared Task Using Top-Down Text Representation and Simple Bottom-Up Model Selection

https://github.com/jeffreybreen/twitter-sentiment-
TrentoTeam at SemEval-2017 Task 3: An application of Grice Maxims in Ranking Community Question Answers

https://github.com/texttheater/ccgweb
CCGweb: a New Annotation Tool and a First Quadrilingual CCG Treebank

https://github.com/XuezheMax/LasagneNLP
Detecting mentions of pain and acute confusion in Finnish clinical text

https://github.com/debanjanghosh/argessay
Coarse-grained Argumentation Features for Scoring Persuasive Essays

https://github.com/Vastlab/libMR
Open Set Text Classification Using CNNs

https://github.com/hoytak/pyksvd
Learning and Evaluating Sparse Interpretable Sentence Embeddings

https://github.com/bjerva/semantic-tagging
Semantic Tagging with Deep Residual Networks

https://github.com/MingjieQian/LAML
Exploring Soft-Clustering for German (Particle) Verbs across Frequency Ranges

https://elisa-ie.github.io/heatmap
ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System

https://github.com/UKPLab/lrec2018-live-blog-corpus
Live Blog Corpus for Summarization

http://noisy-text.github.io/files/scowl.american.70
IITP: Hybrid Approach for Text Normalization in Twitter

https://github.com/Pranav-Goel/Neural
How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs

https://github.com/sheffieldnlp/deepQuest
deepQuest: A Framework for Neural-based Quality Estimation

https://github.com/amoudgl/pun-model
Pun Generation with Surprise

https://github.com/pippokill/JIGSAW
GKR: the Graphical Knowledge Representation for semantic parsing
Textual Inference: getting logic from humans

https://github.com/moses-
The JAIST Machine Translation Systems for WMT 17
CASICT-DCU Neural Machine Translation Systems for WMT17
Parameter Sharing Methods for Multilingual Self-Attentional Translation Models
Overview of the 4th Workshop on Asian Translation
Tencent Neural Machine Translation Systems for WMT18
Adaptive Multi-pass Decoder for Neural Machine Translation
TencentFmRD Neural Machine Translation for WMT18
Massive Exploration of Neural Machine Translation Architectures
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets
Unsupervised Neural Machine Translation with Weight Sharing
Improving Zero-shot Translation with Language-Independent Constraints
Kingsoft’s Neural Machine Translation System for WMT19
Neural Machine Translation with Reordering Embeddings
Leveraging SNOMED CT terms and relations for machine translation of clinical texts from Basque to Spanish
Multilingual Unsupervised NMT using Shared Encoder and Language-Specific Decoders

https://github.com/goodmami/pydelphin
Improvement of a Naive Bayes Sentiment Classifier Using MRS-Based Features
Hierarchical Statistical Semantic Realization for Minimal Recursion Semantics

https://github.com/jknack/handlebars
Visual Error Analysis for Entity Linking

https://github.com/claudiogreco/coling18-gte
Grounded Textual Entailment

http://github.com/jmccrae/oneta
Orthonormal Explicit Topic Analysis for Cross-Lingual Document Matching

https://samiroid.github.io/assets/
Mental Health Surveillance over Social Media with Digital Cohorts

https://github.com/a-rios/ContraWSD/
Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures
The Word Sense Disambiguation Test Suite at WMT18

https://github.com/bambooforest/
Towards faithfully visualizing global linguistic diversity

https://github.com/cvondrick/soundnet
AudioCaps: Generating Captions for Audios in The Wild

https://github.com/ygraham/direct-assessment
Is all that Glitters in Machine Translation Quality Estimation really Gold?

https://stanfordnlp.github.io/cocoa/
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models

https://github.com/PKU-
SciDTB: Discourse Dependency TreeBank for Scientific Abstracts

https://github.com/kimiyoung/
Transformer-XL: Attentive Language Models beyond a Fixed-Length Context

https://github.com/seatgeek/fuzzywuzzy
Aspect-based summarization of pros and cons in unstructured product reviews

https://github.com/dainis-boumber/
Experiments with Convolutional Neural Networks for Multi-Label Authorship Attribution

https://github.com/MUSTE-Project/MULLE
MULLE: A grammar-based Latin language learning tool to supplement the classroom setting

https://dkpro.github.io/dkpro-similarity/
Task-Oriented Intrinsic Evaluation of Semantic Textual Similarity

https://github.com/paramitamirza/CATENA
CATENA: CAusal and TEmporal relation extraction from NAtural language texts

https://github.com/HIT-SCIR/
Tüpa at SemEval-2019 Task1: (Almost) feature-free Semantic Parsing
Unsupervised Learning of PCFGs with Normalizing Flow

https://github.com/marcusklang/
Langforia: Language Pipelines for Annotating Large Collections of Documents

https://github.com/Shreekavithaa/crowd-sourcing
Towards Enhancing Lexical Resource and Using Sense-annotations of OntoSenseNet for Sentiment Analysis

https://github.com/amten/NeuralNetwork
Word Embeddings-Based Uncertainty Detection in Financial Disclosures

https://github.com/tsproisl/SoMeWeTa
Albanian Part-of-Speech Tagging: Gold Standard and Evaluation
SoMeWeTa: A Part-of-Speech Tagger for German Social Media and Web Texts

https://github.com/ishalyminov/babi_
Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars
Analysing the potential of seq-to-seq models for incremental interpretation in task-oriented dialogue

https://github.com/ModernMT/MMT
Proceedings of the 19th Annual Conference of the EAMT: Projects/Products

https://github.com/bjerva/mtl-cond-entropy
Will my auxiliary tagging task help? Estimating Auxiliary Tasks Effectivity in Multi-Task Learning

https://github.com/crazydonkey200/
Towards Language Technology for Mi’kmaq
UNBNLP at SemEval-2019 Task 5 and 6: Using Language Models to Detect Hate Speech and Offensive Language

https://github.com/hawk31/
Detecting and Explaining Causes From Text For a Time Series Event

https://github.com/mkroutikov/
Towards Language Technology for Mi’kmaq

https://github.com/PKULCWM/PKUSUMSUM
A Modular Tool for Automatic Summarization

https://github.com/kornai/4lang/blob/master/4lang
Building Concept Graphs from Monolingual Dictionary Entries

https://github.com/ninjin/roy_and_roth_2015
Learning to Generate Textual Data

https://github.com/ryankiros/skip-ths
Evaluation of Unsupervised Compositional Representations

https://github.com/ZeeraKW/hatespeech
Aggression Detection in Social Media: Using Deep Neural Networks, Data Augmentation, and Pseudo Labeling

https://github.com/o8Gravemind8o/nlp_
Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks

https://github.com/dpaperno/DiscriminAtt/
SemEval-2018 Task 10: Capturing Discriminative Attributes

https://github.com/okohonen/
Creating Custom Taggers by Integrating Web Page Annotation and Machine Learning

https://github.com/quanzhili/stocklexicon
Learning Stock Market Sentiment Lexicon and Sentiment-Oriented Word Vector from StockTwits

https://github.com/Kira-D/conll2017/
Parse Me if You Can: Artificial Treebanks for Parsing Experiments on Elliptical Constructions

https://github.com/Shikib/react-chat-reply-annotation
Chat Disentanglement: Identifying Semantic Reply Relationships with Random Forests and Recurrent Neural Networks

https://github.com/medcl/elasticsearch-analysis-ik
Multi-Grained Chinese Word Segmentation

https://github.com/Qatar-Computing-Research-
How do Humans Evaluate Machine Translation

https://github.com/cltl/ceopathfinder
The Circumstantial Event Ontology (CEO) and ECB+/CEO: an Ontology and Corpus for Implicit Causal Relations between Events

https://github.com/AntonioCarta/ThreeRNN
FA3L at SemEval-2017 Task 3: A ThRee Embeddings Recurrent Neural Network for Question Answering

https://github.com/yikangshen/Ordered-Neurons
Compound Probabilistic Context-Free Grammars for Grammar Induction

https://github.com/dfki-nlp/
Neural Vector Conceptualization for Word Vector Space Interpretation

https://github.com/raghavchalapathy/Bidirectional-LSTM-CRF-for-Clinical-Concept-Extraction
Bidirectional LSTM-CRF for Clinical Concept Extraction

https://github.com/Glottotopia/
The Alaskan Athabascan Grammar Database

https://github.com/haierlord/resource.git
ECNU at SemEval 2016 Task 6: Relevant or Not? Supportive or Not? A Two-step Learning System for Automatic Detecting Stance in Tweets

https://github.com/nschneid/
Grammatical Error Correction Considering Multi-word Expressions
SemEval-2017 Task 9: Abstract Meaning Representation Parsing and Generation
SuperNMT: Neural Machine Translation with Semantic Supersenses and Syntactic Supertags

https://github.com/Horsmann/FlexTag
FlexTag: A Highly Flexible PoS Tagging Framework

https://universaldependencies.github.io/docs/
Determining the Multiword Expression Inventory of a Surprise Language
Adapting the TANL tool suite to Universal Dependencies

https://github.com/cristinae/
Self-Supervised Neural Machine Translation
UdS-DFKI Participation at WMT 2019: Low-Resource (en-gu) and Coreference-Aware (en-de) Systems

https://github.com/adobe-research/
DEFT: A corpus for definition extraction in free- and semi-structured text

https://github.com/bekou/subevent_
Sub-event detection from twitter streams as a sequence labeling problem

https://github.com/olesar/REALECtreebank
REALEC learner treebank: annotation principles and evaluation of automatic parsing

https://github.com/iapucp/wordnet-shp-lrec2018
WordNet-Shp: Towards the Building of a Lexical Database for a Peruvian Minority Language

https://github.com/commul/fromthepage
Transc&Anno: A Graphical Tool for the Transcription and On-the-Fly Annotation of Handwritten Documents

https://github.com/tagucci/
Microblog Hashtag Generation via Encoding Conversation Contexts

https://rajpurkar.github
Globally Normalized Reader

https://github.com/thukg/
Course Concept Expansion in MOOCs with External Knowledge and Interactive Game

http://korap.github.io/Koral/;
KorAP Architecture ― Diving in the Deep Sea of Corpus Data

https://github.com/dbamman/geoSGLM
Demographic Word Embeddings for Racism Detection on Twitter

https://github.com/cooelf/OpenIME
Open Vocabulary Learning for Neural Chinese Pinyin IME

https://github.com/thunlp/NRE
Global Relation Embedding for Relation Extraction
DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction
Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning
Revisiting Distant Supervision for Relation Extraction
Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions
Combining Distant and Direct Supervision for Neural Relation Extraction

https://www.github.com/jedgusse/
Assessing the Stylistic Properties of Neurally Generated Text in Authorship Attribution

https://github.com/sumanbanerjee1/Code-Mixed-Dialog
A Dataset for Building Code-Mixed Goal Oriented Conversation Systems

https://github.com/claesenm/optunity
Semantic Pleonasm Detection

https://github.com/slanglab/
Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses

http://github.com/marian-nmt/marian
Proceedings of the AMTA 2018 Workshop on Translation Quality Estimation and Automatic Post-Editing

https://github.com/besacier/
A Very Low Resource Language Speech Corpus for Computational Language Documentation Experiments

https://github.com/wammar/
Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs

https://github.com/natalieparde/
Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data
A Corpus of Metaphor Novelty Scores for Syntactically-Related Word Pairs

https://github.com/UniversalDependencies
Merged bilingual trees based on Universal Dependencies in Machine Translation

http://tjzhifei.github.io/resource
Stochastic Tokenization with a Language Model for Neural Text Classification

https://github.com/roeeaharoni/
The DipInfo-UniTo system for SRST 2018
Neural Graphical Models over Strings for Principal Parts Morphological Paradigm Completion
Morphological Inflection Generation with Hard Monotonic Attention

http://www.github.com/mdtux89/
Cross-Lingual Abstract Meaning Representation Parsing

https://github.com/kivy/pyjnius
One format to rule them all – The emtsv pipeline for Hungarian

https://github.com/NLPLearn/QANet
How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks
Neural Arabic Question Answering

https://nitishgupta.github.io/neural-el/
SlugNERDS: A Named Entity Recognition Tool for Open Domain Dialogue Systems

https://github.com/tylin/coco-caption
On the Automatic Generation of Medical Imaging Reports
Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning
What is the Role of Recurrent Neural Networks (RNNs) in an Image Caption Generator?
Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-ray Reports

https://github.com/yiqingzhang/
PubSE: A Hierarchical Model for Publication Extraction from Academic Homepages

https://github.com/shuoyangd/hoolock
Parallelizable Stack Long Short-Term Memory

https://github.com/acoli-repo/conll-rdf
Towards a Linked Open Data Edition of Sumerian Corpora
Analyzing Middle High German Syntax with RDF and SPARQL
The ACoLi CoNLL Libraries: Beyond Tab-Separated Values

https://github.com/mpsilfve/FinnPos
FiST – towards a free Semantic Tagger of modern standard Finnish

https://github.com/vbkaisetsu/dlm-analyzer
Discriminative Language Models as a Tool for Machine Translation Error Analysis

https://github.com/PKUYeYuan/ACL2018
Modeling discourse cohesion for discourse parsing via memory network

http://github.com/elliottd/vdr/
Describing Images using Inferred Visual Dependency Representations

https://taku910.github.io/crfpp/
A Recurrent Neural Network Architecture for De-identifying Clinical Records
DTSim at SemEval-2016 Task 2: Interpreting Similarity of Texts Based on Automated Chunking, Chunk Alignment and Semantic Relation Prediction
WING-NUS at SemEval-2017 Task 10: Keyphrase Extraction and Classification as Joint Sequence Labeling
MARMOT: A Toolkit for Translation Quality Estimation at the Word Level
Topic Extraction from Microblog Posts Using Conversation Structures
Detection of Verbal Multi-Word Expressions via Conditional Random Fields with Syntactic Dependency Features and Semantic Re-Ranking
CYUT-III System at Chinese Grammatical Error Diagnosis Task
台語古詩朗誦系統A Taiwanese Text-to-Speech System for Ancient Poems[In Chinese]
The Content Types Dataset: a New Resource to Explore Semantic and Functional Characteristics of Texts
Joint Learning of Dialog Act Segmentation and Recognition in Spoken Dialog Using Neural Networks
Deep Learning Architecture for Patient Data De-identification in Clinical Records
POS Tagging For Resource Poor Languages Through Feature Projection
Word Order Sensitive Embedding Features/Conditional Random Field-based Chinese Grammatical Error Detection
Aspect Based Sentiment Analysis into the Wild
Neural Reranking for Named Entity Recognition
Proactive Learning for Named Entity Recognition
Do We Really Need All Those Rich Linguistic Features? A Neural Network-Based Approach to Implicit Sense Labeling
Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention
Analyzing the Impact of Spelling Errors on POS-Tagging and Chunking in Learner English
A Deep Neural Network based Approach for Entity Extraction in Code-Mixed Indian Social Media Text
SemAligner: A Method and Tool for Aligning Chunks with Semantic Relation Types and Semantic Similarity Scores
A LSTM Approach with Sub-Word Embeddings for Mongolian Phrase Break Prediction
Flytxt_NTNU at SemEval-2018 Task 8: Identifying and Classifying Malware Text Using Conditional Random Fields and Naïve Bayes Classifiers
Nonparametric Bayesian Models for Spoken Language Understanding
Towards Normalising Konkani-English Code-Mixed Social Media Text
UMBC at SemEval-2018 Task 8: Understanding Text about Malware
Improving NER for Clinical Texts by Ensemble Approach using Segment Representations
NCRF++: An Open-source Neural Sequence Labeling Toolkit
Chinese Grammatical Error Diagnosis Based on CRF and LSTM-CRF model
Compositional Sequence Labeling Models for Error Detection in Learner Writing
The NTNU System at SemEval-2017 Task 10: Extracting Keyphrases and Relations from Scientific Publications Using Multiple Conditional Random Fields
A Feature-based Ensemble Approach to Recognition of Emerging and Rare Named Entities
Developing language technology tools and resources for a resource-poor language: Sindhi
Event Coreference Resolution with Multi-Pass Sieves
Using Formulaic Expressions in Writing Assistance Systems
Non-decreasing Sub-modular Function for Comprehensible Summarization
Automatic Negation and Speculation Detection in Veterinary Clinical Text
Joint Inference for Event Coreference Resolution
An extension of ISO-Space for annotating object direction
A data-driven approach to verbal multiword expression detection. PARSEME Shared Task system description paper
NTNU-1@ScienceIE at SemEval-2017 Task 10: Identifying and Labelling Keyphrases with Conditional Random Fields
Evaluation of Scientific Elements for Text Similarity in Biomedical Publications

https://github.com/allenai/
Globally Normalized Reader
Construction of the Literature Graph in Semantic Scholar
Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent Models
XQA: A Cross-lingual Open-domain Question Answering Dataset
Structural Scaffolds for Citation Intent Classification in Scientific Publications
Iterative Search for Weakly Supervised Semantic Parsing
UU_TAILS at MEDIQA 2019: Learning Textual Entailment in the Medical Domain
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing
GrapAL: Connecting the Dots in Scientific Literature

https://github.com/code-iai/iai_
Learning from Implicit Information in Natural Language Instructions for Robotic Manipulations

https://github.com/GeoKnow/LinkedGeoData
NIF4OGGD - NLP Interchange Format for Open German Governmental Data

https://github.com/lightbend/config/blob/master/HOCON.md
AllenNLP: A Deep Semantic Natural Language Processing Platform

https://repeval2017.github.io/
SentEval: An Evaluation Toolkit for Universal Sentence Representations
Are BLEU and Meaning Representation in Opposition?
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment

http://hyperopt.github.io/hyperopt/
INESC-ID: A Regression Model for Large Scale Twitter Sentiment Lexicon Induction
Evaluation of a Sequence Tagging Tool for Biomedical Texts

https://github.com/felipebravom/AffectiveTweets
Prayas at EmoInt 2017: An Ensemble of Deep Neural Architectures for Emotion Intensity Prediction in Tweets
THU_NGN at SemEval-2018 Task 3: Tweet Irony Detection with Densely connected LSTM and Multi-task Learning
Emotion Intensities in Tweets
How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs
WASSA-2017 Shared Task on Emotion Intensity
THU_NGN at SemEval-2018 Task 2: Residual CNN-LSTM Network with Attention for English Emoji Prediction
THU_NGN at SemEval-2018 Task 1: Fine-grained Tweet Sentiment Intensity Analysis with Attention CNN-LSTM

https://github.com/andersjo/hanstholm
Using reading behavior to predict grammatical functions

https://github.com/UKPLab/e2e-nlg-challenge-2017/
Sequence-to-Sequence Models for Data-to-Text Natural Language Generation: Word- vs. Character-based Processing and Output Diversity

https://awslabs.github.io/sockeye
UCSYNLP-Lab Machine Translation Systems for WAT 2018

https://github.com/jmccrae/irish_saffron
Adapting Term Recognition to an Under-Resourced Language: the Case of Irish

https://github.com/minimaxir/char-embeddings
TCS Research at SemEval-2018 Task 1: Learning Robust Representations using Multi-Attention Architecture
Learning representations for sentiment classification using Multi-task framework

https://github.com/cltl/svm
Improving Text-to-Pictograph Translation Through Word Sense Disambiguation

https://github.com/explosion/spaCy/
Predicting the Outcome of Deliberative Democracy: A Research Proposal

https://github.com/kohilin/MultiBFConv
Multilingual Back-and-Forth Conversion between Content and Function Head for Easy Dependency Parsing

https://github.com/someus/
Accurate Pinyin-English Codeswitched Language Identification

http://github.com/wmaier/evalb-lcfrs
Parsing German: How Much Morphology Do We Need?
LCFRS binarization and debinarization for directional parsing

http://qats2016.github.io/shared.html
Semantic Features Based on Word Alignments for Estimating Quality of Text Simplification
Semantic Structural Evaluation for Text Simplification
Reference-less Quality Estimation of Text Simplification Systems

https://github.com/shimisalant/RaSoR
Learning to Search in Long Documents Using Document Structure

http://ucam-smt.github.io
Transducer Disambiguation with Sparse Topological Features
The Geometry of Statistical Machine Translation

https://github.com/jfainberg/self_
Implicit Discourse Relation Identification for Open-domain Dialogues

https://github.com/yandex/dep_tregex
Yandex School of Data Analysis approach to English-Turkish translation at WMT16 News Translation Task

https://github.com/geopy/geopy/tree/
You Tweet What You Speak: A City-Level Dataset of Arabic Dialects

https://github.com/Theano/Theano
Modeling Multi-turn Conversation with Deep Utterance Aggregation
Adapting Neural Single-Document Summarization Model for Abstractive Multi-Document Summarization: A Pilot Study
Subword-augmented Embedding for Cloze Reading Comprehension
SJTU-NLP at SemEval-2018 Task 9: Neural Hypernym Discovery with Term Embeddings
Abstractive Document Summarization with a Graph-Based Attentional Neural Model
LibN3L:A Lightweight Package for Neural NLP

https://github.com/ltgoslo/xprobe
Probing Multilingual Sentence Representations With X-Probe

https://github.com/hltcoe/concrete-stanford
A Concrete Chinese NLP Pipeline

https://github.com/ytsvetko/qvec
Evaluation of Word Vector Representations by Subspace Alignment
Correlation-based Intrinsic Evaluation of Word Vector Representations
Cross-Lingual Syntactically Informed Distributed Word Representations
Morphological Priors for Probabilistic Neural Word Embeddings
Relational Word Embeddings

https://github.com/FreeEnergy/
Neuramanteau: A Neural Network Ensemble Model for Lexical Blends

https://github.com/PaddlePaddle/XWorld
Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game

https://github.com/ufal/treex/blob/master/lib/Treex/Block/T2T/CS2RU/RuleBasedFormemes.pm
Incorporation of a valency lexicon into a TectoMT pipeline

https://github.com/GeorgeMcIntire/
Learning Hierarchical Discourse-level Structure for Fake News Detection

https://github.com/alexalittle/easytree
EasyTree: A Graphical Tool for Dependency Tree Annotation

https://github.com/leonweber/nlprolog
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language

https://github.com/jhclark/ducttape/
Discriminative Lexical Semantic Segmentation with Gaps: Running the MWE Gamut
A Corpus and Model Integrating Multiword Expressions and Supersenses

https://github.com/evanmiltenburg/soundmodels-iwcs
Sound-based distributional models
MMFeat: A Toolkit for Extracting Multi-Modal Features

https://github.com/annefried/swan
Mapping Texts to Scripts: An Entailment Study

https://github.com/kilian-gebhardt/panda-parser
Generic refinement of expressive grammar formalisms with an application to discontinuous constituent parsing

https://github.com/dkt-projekt/e-NLP
Processing Document Collections to Automatically Extract Linked Data: Semantic Storytelling Technologies for Smart Curation Workflows

https://github.com/gauravsc/NTD
Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding

https://github.com/mmichelsonIF/hearst
MayoNLP at SemEval 2017 Task 10: Word Embedding Distance Pattern for Keyphrase Classification in Scientific Publications

https://github.com/lukecq1231/generalized-pooling
Enhancing Sentence Embedding with Generalized Pooling

https://github.com/bicici/
Findings of the 2018 Conference on Machine Translation (WMT18)
evision PDF of 'Machine Translation with parfda, Moses, kenlm, nplm, and PRO

https://github.com/yairf11/MUPPET
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering

http://networkx.github.com
SemantiKLUE: Semantic Textual Similarity with Maximum Weight Matching

https://github.com/hpcosta/stopwords
MiniExperts: An SVM Approach for Measuring Semantic Textual Similarity

https://github.com/eske/multivec
Discovering Light Verb Constructions and their Translations from Parallel Corpora without Word Alignment
MultiVec: a Multilingual and Multilevel Representation Learning Toolkit for NLP
Using Word Embedding for Cross-Language Plagiarism Detection
CompiLIG at SemEval-2017 Task 1: Cross-Language Plagiarism Detection Methods for Semantic Textual Similarity
Bilingual Embeddings and Word Alignments for Translation Quality Estimation

https://github.com/BangLiu/ArticlePairMatching
Matching Article Pairs with Graphical Decomposition and Convolutions

https://github.com/ThiagoCF05/webnlg
Enriching the WebNLG corpus

https://github.com/andreqi/coh-metrix-esp
Coh-Metrix-Esp: A Complexity Analysis Tool for Documents Written in Spanish

https://github.com/robertostling/
Morphological reinflection with convolutional neural networks
Transparent text quality assessment with convolutional neural networks

https://github.com/facebookresearch/fairseq-py
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
Double Path Networks for Sequence to Sequence Learning
A Stable and Effective Learning Strategy for Trainable Greedy Decoding

https://github.com/ucasir/NPRF
NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval

https://github.com/vered1986/LinKeR
Learning to Exploit Structured Resources for Lexical Inference

https://github.com/marytts/gradle-marytts-kaldi-mfa-plugin
Creating New Language and Voice Components for the Updated MaryTTS Text-to-Speech Synthesis Platform

https://github.com/huggingface/pytorch-pretrained-bert
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs

http://github.com/Alveo/alveo-uima-tutorial
Integrating UIMA with Alveo, a human communication science virtual laboratory

https://github.com/AKSW/Sparqlify
LiDo RDF: From a Relational Database to a Linked Data Graph of Linguistic Terms and Bibliographic Data

https://github.com/EducationalTestingService/skll/
Lexical Chaining for Measuring Discourse Coherence Quality in Test-taker Essays

https://github.com/kekeeo/SASE
Utilizing Graph Measure to Deduce Omitted Entities in Paragraphs

https://github.com/ahmetaker/
Projection of Argumentative Corpora from Source to Target Languages
An Extensible Multilingual Open Source Lemmatizer

https://github.com/thunlp/AMNRE
Adversarial Multi-lingual Neural Relation Extraction

https://github.com/liuwei1206/CCW-NER
An Encoding Strategy Based Word-Character LSTM for Chinese NER

http://github.com/GuyTevet/
Evaluating Text GANs as Language Models

https://github.com/UKPLab/latech-cflf-2018-nonliteral
One Size Fits All? A simple LSTM for non-literal token and construction-level classification

https://github.com/dair-iitd/kglr
Open Information Extraction from Conjunctive Sentences

https://github.com/rfk/pyenchant
Open Information Extraction from Question-Answer Pairs
Predicting ICU transfers using text messages between nurses and doctors

https://github.com/JomnTAL/
Evaluation of word embeddings against cognitive processes: primed reaction times in lexical decision and naming tasks

https://github.com/nvog/
Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation

https://github.com/zzsfornlp/znmt-merge
Exploring Recombination for Efficient Decoding of Neural Machine Translation

https://github.com/ExplorerFreda/VSE-C
Learning Visually-Grounded Semantics from Contrastive Adversarial Samples

https://github.com/agrafix/grabcite
A High-Quality Gold Standard for Citation-based Tasks

https://github.com/VoxML/VoxSim
Generating a Novel Dataset of Multimodal Referring Expressions

https://github.com/gcardone/junidecode
CogNet: A Large-Scale Cognate Database

https://github.com/WladimirSidorenko/
Argumentative texts and clause types
PotTS at SemEval-2016 Task 4: Sentiment Analysis of Twitter Using Character-level Convolutional Neural Networks.

https://github.com/yangyiben/PCE
Extracting Commonsense Properties from Embeddings with Limited Human Guidance

https://github.com/mitre
Scalable Methods for Annotating Legal-Decision Corpora

https://github.com/bogdanbabych/
Unsupervised Induction of Ukrainian Morphological Paradigms for the New Lexicon: Extending Coverage for Named Entities and Neologisms using Inflection Tables and Unannotated Corpora

https://github.com/google-research-datasets/
Relational Summarization for Corpus Analysis

https://github.com/DeepK/
EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition

http://noisy-text.github.io
Lexical Correction of Polish Twitter Political Data

https://github.com/mariananeves/
Evaluation of Scientific Elements for Text Similarity in Biomedical Publications

http://github.com/liufly/
Narrative Modeling with Memory Chains and Semantic Supervision

https://github.com/Avmb/lowrank-gru
Low-rank passthrough neural networks

https://github.com/geopy/geopy
You Tweet What You Speak: A City-Level Dataset of Arabic Dialects

https://github.com/mariananeves/BioMedLAT
BioMedLAT Corpus: Annotation of the Lexical Answer Type for Biomedical Questions

https://github.com/ChanningPing/VideoHighlightDetection
Video Highlights Detection and Summarization with Lag-Calibration based on Concept-Emotion Mapping of Crowdsourced Time-Sync Comments

https://github.com/TharinduDR/SemEval-2019-Task-
RGCL-WLV at SemEval-2019 Task 12: Toponym Detection

https://github.com/mitre/callisto
TextPro-AL: An Active Learning Platform for Flexible and Efficient Production of Training Data for NLP Tasks

https://github.com/wit-ai/wit/
Evaluating Natural Language Understanding Services for Conversational Question Answering Systems

https://github.com/Justin1904/Low-rank-Multimodal-Fusion
Efficient Low-rank Multimodal Fusion With Modality-Specific Factors

https://github.com/zoubowei/feature_adaptation4RC
Adversarial Feature Adaptation for Cross-lingual Relation Classification

https://github.com/duncanka/
DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers

http://github.com/m-popovic/chrF
Results of the WMT17 Metrics Shared Task
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/hmc-cs159-fall2018/final-project-team-
Harvey Mudd College at SemEval-2019 Task 4: The Clint Buchanan Hyperpartisan News Detector

https://github.com/INL/BlackLab
IKE - An Interactive Tool for Knowledge Extraction
OpenSoNaR: user-driven development of the SoNaR corpus interfaces

http://github.com/vene/comparison-pattern
Comparison pattern matching and creative simile recognition

http://altoxml.github.io/alto_tags_use_cases/ALTO_tags_useca
An Open Corpus for Named Entity Recognition in Historic Newspapers

https://github.com/allenai/scicite
Structural Scaffolds for Citation Intent Classification in Scientific Publications

https://github.com/EagleW/Describing_a_
Describing a Knowledge Base

https://github.com/EagleW/ACL_titles_
Paper Abstract Writing through Editing Mechanism

https://github.com/yandex/faster-rnnlm
Correcting Chinese Word Usage Errors for Learning Chinese as a Second Language
Chinese Preposition Selection for Grammatical Error Diagnosis
Chat Detection in an Intelligent Assistant: Combining Task-oriented and Non-task-oriented Spoken Dialogue Systems
Interactive Abstractive Summarization for Event News Tweets

https://github.com/opener-project/
IIT-TUDA at SemEval-2016 Task 5: Beyond Sentiment Lexicon: Combining Domain Dependency and Distributional Semantics Features for Aspect Based Sentiment Analysis

https://github.com/utahnlp/layer_augmentation
Augmenting Neural Networks with First-order Logic

https://github.com/akivajp/acl2015
Improving Pivot Translation by Remembering the Pivot

https://github.com/allenai/scitail
SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification

https://github.com/CooDL/
Implicit Syntactic Features for Target-dependent Sentiment Analysis

https://github.com/isarth/SemEval9_
MIDAS at SemEval-2019 Task 9: Suggestion Mining from Online Reviews using ULMFit

https://github.com/karpathy/char-rnn
Neural Network Language Models for Candidate Scoring in Hybrid Multi-System Machine Translation
Towards Language Technology for Mi’kmaq
C-3MA: Tartu-Riga-Zurich Translation Systems for WMT17
Learning to Capitalize with Character-Level Recurrent Neural Networks: An Empirical Study

https://github.com/languagerecipes/the-
Featureless Domain-Specific Term Extraction with Minimal Labelled Data

http://github.com/ajaech/query
Personalized Language Model for Query Auto-Completion

https://github.com/googlei18n/language-
PronouncUR: An Urdu Pronunciation Lexicon Generator

https://github.com/mila-udem
Neural Multi-Source Morphological Reinflection

https://github.com/brendenlake/SCAN
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks

https://www.github.com/dlwh/epic
Less Grammar, More Features

https://github.com/BigMiners/CLPsych2016
Automatic Triage of Mental Health Online Forum Posts: CLPsych 2016 System Description

https://github.com/LanguageMachines/LuigiNLP
Implementation of a Workflow Management System for Non-Expert Users

https://propbank.github.io/
TriMED: A Multilingual Terminological Database
Survey: Anaphora With Non-nominal Antecedents in Computational Linguistics: a Survey

http://jiyfeng.github.io/papers/ji-emnlp-2013.pdf
An Empirical Study on End-to-End Sentence Modelling

https://github.com/geek-ai/Texygen/tree/master/data
Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation

https://github.com/coastalcph/rungsted
Simple task-specific bilingual word embeddings
Learning a POS tagger for AAVE-like language
SemEval-2016 Task 10: Detecting Minimal Semantic Units and their Meanings (DiMSUM)

https://github.com/xwhan/DeepPath
Variational Knowledge Graph Reasoning

https://github.com/iceboal/
Word Embedding-based Antonym Detection using Thesauri and Distributional Information

http://stanfordnlp.github.io/CoreNLP
What Makes Word-level Neural Machine Translation Hard: A Case Study on English-German Translation
ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora
Event Detection without Triggers

https://github.com/jordwest/mecab-docs-en
Surrounding Word Sense Model for Japanese All-words Word Sense Disambiguation

https://github.com/ariya/phantomjs
Genre-Oriented Web Content Extraction with Deep Convolutional Neural Networks and Statistical Methods

https://taku910.github.io/
MalwareTextDB: A Database for Annotated Malware Articles

https://github.com/samiraabnar/
Predicting Brain Activation with WordNet Embeddings

https://github.com/cheng6076/
Long Short-Term Memory-Networks for Machine Reading

https://github.com/wangshaonan/
Associative Multichannel Autoencoder for Multimodal Word Representation

https://github.com/sheffieldnlp/cwi
Strong Baselines for Complex Word Identification across Multiple Languages

https://github.com/GU-CLASP/
Learning to Compose Spatial Relations with Grounded Neural Language Models
A Compositional Bayesian Semantics for Natural Language
Exploring the Functional and Geometric Bias of Spatial Relations Using Neural Language Models

https://github.com/andrea08/
Toward Dialogue Modeling: A Semantic Annotation Scheme for Questions and Answers

https://github.com/facebookresearch/fastText/blob/master/pretrained-vectors.md
RuSentiment: An Enriched Sentiment Analysis Dataset for Social Media in Russian
Attending Sentences to detect Satirical Fake News
Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level

https://github.com/ppfliu/opinion-target
Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings

https://github.com/burrsettles/dualist
Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising

https://github.com/SussexCompSem/
A Vector Space for Distributional Semantics for Entailment

http://github.com/languageMIT/naturalstories
The Natural Stories Corpus

https://github.com/meta-toolkit/meta/
MeTA: A Unified Toolkit for Text Retrieval and Analysis

https://github.com/duyvuleo/Mantidae
Towards Decoding as Continuous Optimisation in Neural Machine Translation

https://github.com/Team-IIT-KGP/
IIT-KGP at MEDIQA 2019: Recognizing Question Entailment using Sci-BERT stacked with a Gradient Boosting Classifier

https://github.com/commonsense/conceptnet5/wiki/Downloads
Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion

https://github.com/cfournie/segmentation.evaluation
Using Text Segmentation Algorithms for the Automatic Generation of E-Learning Courses

https://github.com/violet-zct/
Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction

https://github.com/google/voice-builder
Voice Builder: A Tool for Building Text-To-Speech Voices

https://github.com/JackHopkins/ACLPoetry
Automatically Generating Rhythmic Verse with Neural Networks

https://github.com/edithal-14/A-Deep-Neural-Solution-To-Document-
Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty Detection

https://github.com/kuribayashi4/span_
An Empirical Study of Span Representations in Argumentation Structure Parsing

https://github.com/bekou/ad_data
Reconstructing the house from the ad: Structured prediction on real estate classifieds

https://github.com/aalto-speech/
LIMSI@WMT’15 : Translation Task

https://github.com/taolei87/RBGParser
Multilingual Back-and-Forth Conversion between Content and Function Head for Easy Dependency Parsing
RACAI’s Natural Language Processing pipeline for Universal Dependencies
Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing
High-Order Low-Rank Tensors for Semantic Role Labeling
Making Dependency Labeling Simple, Fast and Accurate

https://github.com/zepingyu0512/srnn
Sliced Recurrent Neural Networks

https://github.com/Oneplus/Tweebank
Parsing Tweets into Universal Dependencies

https://hunspell.github.io/
Evaluation Set for Slovak News Information Retrieval

https://github.com/webanno/webanno
Semi-automatic Korean FrameNet Annotation over KAIST Treebank

https://github.com/bplank/bilstm-aux
Learning to select data for transfer learning with Bayesian Optimization
All-In-1 at IJCNLP-2017 Task 4: Short Text Classification with One Model for All Languages
A General-Purpose Tagger with Convolutional Neural Networks
Improving neural tagging with lexical information

https://github.com/adamlauretig/
Identification, Interpretability, and Bayesian Word Embeddings

https://uwnlp.github.io/verbphysics/
Verb Physics: Relative Physical Knowledge of Actions and Objects

https://github.com/rwth-i6/CharacTER/
Normalization in Context: Inter-Annotator Agreement for Meaning-Based Target Hypothesis Annotation

https://github.com/jihelhere/LORG-Release/
Combining PCFG-LA Models with Dual Decomposition: A Case Study with Function Labels and Binarization

https://github.com/datquocnguyen/
Towards Understanding the Geometry of Knowledge Graph Embeddings
An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network

https://github.com/lemaoliu/Agtarbidir
Target-Bidirectional Neural Models for Machine Transliteration

https://github.com/Avmb/lowrank-lstm
Low-rank passthrough neural networks

https://github.com/CrowdTruth/CrowdTruth-
Homonym Detection For Humor Recognition In Short Text

https://github.com/wfeely/farsiNLPTools
The CMU METAL Farsi NLP Approach

http://proycon.github.io/folia
The PARSEME Shared Task on Automatic Identification of Verbal Multiword Expressions
Named Entity Resources - Overview and Outlook

https://github.com/kengz/SLM-Lab
ConvLab: Multi-Domain End-to-End Dialog System Platform

https://github.com/jileiwang/CJC
Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization

https://github.com/tavo91/NER-WNUT17
A Multi-task Approach for Named Entity Recognition in Social Media Data

https://github.com/FudanNLP
Sanskrit Sandhi Splitting using seq2(seq)2
Adversarial Multi-Criteria Learning for Chinese Word Segmentation

https://github.com/yogarshi/whic
Detecting Asymmetric Semantic Relations in Context: A Case-Study on Hypernymy Detection

https://github.com/flammie/apertium-fin/raw/master/
Analysing Constraint Grammars with a SAT-solver

https://github.com/shuohangwang/mprc
TWEETQA: A Social Media Focused Question Answering Dataset

https://github.com/greennl/BIO-Arg
Evaluation of Scientific Elements for Text Similarity in Biomedical Publications

https://github.com/wdimmy/
A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check

https://github.com/JHL-HUST/PWWS/
Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency

https://github.com/OpenNMT/OpenNMT-py
Improving Japanese-to-English Neural Machine Translation by Paraphrasing the Target Language
Comparison of Assorted Models for Transliteration
Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++
Split and Rephrase: Better Evaluation and Stronger Baselines
Handling Rare Items in Data-to-Text Generation
A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation
Frustratingly Easy Model Ensemble for Abstractive Summarization
Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization
Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation
Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation
Large Margin Neural Language Model
Named-Entity Tagging and Domain adaptation for Better Customized Translation
A Stable and Effective Learning Strategy for Trainable Greedy Decoding
Data-efficient Neural Text Compression with Interactive Learning
Joint Approach to Deromanization of Code-mixed Texts
On the Robustness of Self-Attentive Models
Conversation Initiation by Diverse News Contents Introduction
Multi-dialect Neural Machine Translation and Dialectometry
A Case Study on Neural Headline Generation for Editing Support
Incremental Transformer with Deliberation Decoder for Document Grounded Conversations
BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization

https://github.com/oasis-tcs/xliff-omos-om
XLIFF 2

https://github.com/mattcieslak/MEAP
Unfolding the External Behavior and Inner Affective State of Teammates through Ensemble Learning: Experimental Evidence from a Dyadic Team Corpus

https://github.com/ufal/udpipe
Twitter Universal Dependency Parsing for African-American and Mainstream American English
Slavic Forest, Norwegian Wood
One format to rule them all – The emtsv pipeline for Hungarian

https://github.com/stas-semeniuta/
A Hybrid Convolutional Variational Autoencoder for Text Generation

https://github.com/shijie-wu/
Morphological Irregularity Correlates with Frequency

https://github.com/Franck-Dernoncourt/pubmed-rct
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts

https://github.com/Cisco-Talos/fnc-1
SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification

https://github.com/bondfeld/Datasets
Linguistic Characteristics of Censorable Language on SinaWeibo

https://github.com/CrowdTruth/Crowdsourcing-StoryLines
Crowdsourcing StoryLines: Harnessing the Crowd for Causal Relation Annotation

https://github.com/abenton/deep-dmr/blob/
Deep Dirichlet Multinomial Regression

https://github.com/successar/neural-nlp
Learning Disentangled Representations of Texts with Application to Biomedical Abstracts

http://github.com/UKPLab/
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!

https://github.com/scrollmapper/bible_databases
Style Obfuscation by Invariance

https://github.com/adityathakker/AcronymExpansion
Acronym Expansion: A General Approach Using Deep Learning

https://github.com/davidadamojr/TextRank
Abstractive Unsupervised Multi-Document Summarization using Paraphrastic Sentence Fusion

https://github.com/kingsaint/Open-vocabulary-entity-
Generating Fine-Grained Open Vocabulary Entity Type Descriptions

https://github.com/doug919/multi_
Multi-Relational Script Learning for Discourse Relations

https://github.com/ArrasL/LRP_for_
Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement
Explaining Recurrent Neural Network Predictions in Sentiment Analysis

https://github.com/allenschmaltz/word_
Word Ordering Without Syntax

https://github.com/nilsreiter/CorefAnnotator
Towards Coreference for Literary Text: Analyzing Domain-Specific Phenomena

https://github.com/AveryLiu/TD-DMN
Exploiting Contextual Information via Dynamic Memory Network for Event Detection

https://github.com/anuzzolese/
Evaluating Entity Linking: An Analysis of Current Benchmark Datasets and a Roadmap for Doing a Better Job

https://github.com/licvol/Arabic-Spoken-Language-
An Arabic Multi-Domain Spoken Language Understanding System

https://yale-lily.github.io/
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task

https://github.com/lamber/gc/
A Noisy Channel Model Framework for Grammatical Correction

https://github.com/words/emoji-emotion
PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags

https://github.com/hassyGo/N3LP
Domain Adaptation and Attention-Based Unknown Word Replacement in Chinese-to-Japanese Neural Machine Translation

https://github.com/mmihaltz/word2vec-GoogleNews-vectors
Social Image Tags as a Source of Word Embeddings: A Task-oriented Evaluation
Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based Graph
iParaphrasing: Extracting Visually Grounded Paraphrases via an Image
Automatic Community Creation for Abstractive Spoken Conversations Summarization

https://github.com/tbmihailov/
Hunting for Troll Comments in News Community Forums
SemanticZ at SemEval-2016 Task 3: Ranking Relevant Answers in Community Question Answering Using Semantic Similarity Based on Fine-tuned Word Embeddings
Beihang-MSRA at SemEval-2017 Task 3: A Ranking System with Neural Matching Features for Community Question Answering
SemEval-2017 Task 3: Community Question Answering
Discourse Relation Sense Classification Using Cross-argument Semantic Similarity Based on Word Embeddings
Building Chatbots from Forum Data: Model Selection Using Question Answering Metrics

https://github.com/josefkr/affixoids
Distinguishing affixoid formations from compounds

https://github.com/wmaier/rparse
Fast Statistical Parsing with Parallel Multiple Context-Free Grammars

https://whichlight.github.io/
Conversation Modeling on Reddit Using a Graph-Structured LSTM

https://github.com/Unbabel/OpenKiwi
The TALP-UPC System for the WMT Similar Language Task: Statistical vs Neural Machine Translation

https://github.com/abdulfatir/twitter-sentiment-
Sentiment Analysis on Naija-Tweets

https://github.com/andy194673/
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention

https://github.com/IllinoisCogComp/illinois-cogcomp-nlp/
EDISON: Feature Extraction for NLP, Simplified

https://github.com/muelletm/cistern/
Cross-Lingual Parser Selection for Low-Resource Languages

https://github.com/jxhe/
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections

https://github.com/chenhongshen/NNHetSeq
Neural Network for Heterogeneous Annotations

https://github.com/arahusky/diacritics_restoration
Diacritics Restoration Using Neural Networks

http://github.com/mikelewis0/EasySRL
LSTM CCG Parsing

https://github.com/vilda/shash
Rapid creation of large-scale corpora and frequency dictionaries

https://github.com/nolongerprejudice/tgbi
On Measuring Gender Bias in Translation of Gender-neutral Pronouns

https://github.com/julianser/hed-dlg-truncated/
Neural Paraphrase Generation with Stacked Residual LSTM Networks

https://github.com/deepak1357/indic-trans
A Deep Neural Network based Approach for Entity Extraction in Code-Mixed Indian Social Media Text

https://taku910.github.io/crfpp/#links
VUACLTL at SemEval 2016 Task 12: A CRF Pipeline to Clinical TempEval

https://github.com/UKPLab/argotario
Argotario: Computational Argumentation Meets Serious Games
Adapting Serious Game for Fallacious Argumentation to German: Pitfalls, Insights, and Best Practices

https://github.com/williamleif/socialsent
Automated Acquisition of Patterns for Coding Political Event Data: Two Case Studies

https://turkunlp.github.com/
Turku Neural Parser Pipeline: An End-to-End System for the CoNLL 2018 Shared Task

https://github.com/bekou/multihead_
evision PDF of 'Adversarial training for multi-context joint entity and relation extraction

https://github.com/gperftools/gperftools
Fast and highly parallelizable phrase table for statistical machine translation

https://hotpotqa.github.io
Cognitive Graph for Multi-Hop Reading Comprehension at Scale

https://github.com/eginhard/word-level-language-id
Joint Approach to Deromanization of Code-mixed Texts

https://tsvm.github.io
Latent Structure Models for Natural Language Processing

http://github.com/yukio326/nmt-chainer
Japanese Predicate Conjugation for Neural Machine Translation

https://github.com/Alex-Fabbri/deep
Sarcasm Analysis Using Conversation Context

https://github.com/moses-smt/mosesdecoder/blob/mas-
Sogou Neural Machine Translation Systems for WMT17

https://github.com/AmyOlex/Chrono
Chrono at SemEval-2018 Task 6: A System for Normalizing Temporal Expressions
NLP Whack-A-Mole: Challenges in Cross-Domain Temporal Expression Extraction

https://github.com/jiangfeng1124/acl15-clnndep
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing

https://github.com/CyberMonitor/APT_
Automatic Identification of Indicators of Compromise using Neural-Based Sequence Labelling

https://github.com/explosion/
Beyond BLEU:Training Neural Machine Translation with Semantic Similarity

https://github.com/roamanalytics/
Effective Feature Representation for Clinical Text Concept Extraction

https://github.com/viczong/
Analyzing the Perceived Severity of Cybersecurity Threats Reported on Social Media

https://github.com/kochkinaelena/
SemEval-2019 Task 7: RumourEval, Determining Rumour Veracity and Support for Rumours

https://github.com/HwiyeolJo/
Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons

http://clarkparsia.github.io/csv2rdf/
Towards a Linked Open Data Edition of Sumerian Corpora

https://github.com/bjerva/
Multi-class Animacy Classification with Semantic Features

https://github.com/SUTDNLP/NNTransitionSegmentor
Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text
Transition-Based Neural Word Segmentation

https://github.com/agesmundo/HadoopPerceptron
HadoopPerceptron: a Toolkit for Distributed Perceptron Training and Prediction with MapReduce

https://github.com/multi30k/dataset
Findings of the Third Shared Task on Multimodal Machine Translation
Lessons Learned in Multilingual Grounded Language Learning
Debiasing Word Embeddings Improves Multimodal Machine Translation

https://github.com/kovvalsky/LangPro
LangPro: Natural Language Theorem Prover

https://github.com/texttechnologylab/WikiDragon
WikiDragon: A Java Framework For Diachronic Content And Network Analysis Of MediaWikis

https://github.com/gossebouma/
Increasing Return on Annotation Investment: The Automatic Construction of a Universal Dependency Treebank for Dutch

https://github.com/aizhanti/JaRuNC
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation

http://github.com/jorispelemans/scale
SCALE: A Scalable Language Engineering Toolkit

https://github.com/klb3713/sentence2vec
CrystalNest at SemEval-2017 Task 4: Using Sarcasm Detection for Enhancing Sentiment Classification and Quantification
Computing Semantic Text Similarity Using Rich Features

https://pilehvar.github.io/
Towards a Seamless Integration of Word Senses into Downstream NLP Applications

https://github.com/derpferd/semeval-2018-task2/
UMDuluth-CS8761 at SemEval-2018 Task 2: Emojis: Too many Choices?

https://github.com/huji-nlp/ucca/
SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA

https://github.com/alexa/
Scaling Multi-Domain Dialogue State Tracking via Query Reformulation

https://github.com/cltl/CorpusComparison
Resource Interoperability for Sustainable Benchmarking: The Case of Events

https://github.com/facebookresearch/MUSE
Non-Adversarial Unsupervised Word Translation
Phrase-based Unsupervised Machine Translation with Compositional Phrase Embeddings
Fixing Translation Divergences in Parallel Corpora for Neural MT
A Contrastive Evaluation of Word Sense Disambiguation Systems for Finnish
SYSTRAN Participation to the WMT2018 Shared Task on Parallel Corpus Filtering
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling
Unsupervised Bilingual Lexicon Induction via Latent Variable Models
Deep Learning Techniques for Humor Detection in Hindi-English Code-Mixed Tweets
MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging
Hubless Nearest Neighbor Search for Bilingual Lexicon Induction
Studying Laws of Semantic Divergence across Languages using Cognate Sets
STUFIIT at SemEval-2019 Task 5: Multilingual Hate Speech Detection on Twitter with MUSE and ELMo Embeddings
Multilingual Unsupervised NMT using Shared Encoder and Language-Specific Decoders

https://github.com/cimiano/ontolex
Towards the Representation of Hashtags in Linguistic Linked Open Data Format

https://github.com/i
Improving Knowledge Graph Embedding Using Simple Constraints

https://github.com/tensorflow/tensor2tensor/blob/
How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures

https://github.com/moses-smt/giza-pp
Recognizing Open-Vocabulary Relations between Objects in Images
Using English Baits to Catch Serbian Multi-Word Terminology
Normalizador de Texto para Lingua Portuguesa baseado em Modelo de Linguagem (A Normalizer based on Language Model for Texts in Portuguese)[In Portuguese]
Saliency-driven Word Alignment Interpretation for Neural Machine Translation
Collecting domain specific data for MT: an evaluation of the ParaCrawlpipeline

https://github.com/yyy
On the Automatic Learning of Sentiment Lexicons

http://zeljkoagic.github.io/jw300/
JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages

https://github.com/kpu/kenlm):
Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction

http://github.com/bwallace/computationaljest
Multiple Narrative Disentanglement: Unraveling Infinite Jest

https://github.com/EdinburghNLP/nematus/blob/master/data/multi-bleu-detok.perl
Multi-Task Neural Models for Translating Between Styles Within and Across Languages

https://r12a.github.io/scripts/featurelist
Out-of-the-box Universal Romanization Tool uroman

https://github.com/langprocgroup/rnn_
Do RNNs learn human-like abstract word order preferences?

https://github.com/facebook/C3D
AudioCaps: Generating Captions for Audios in The Wild

https://github.com/elikip/bist-parser/tree/master/barchybrid
An empirical study for Vietnamese dependency parsing

https://github.com/BioASQ/Evaluation-Measures
An Adaption of BIOASQ Question Answering dataset for Machine Reading systems by Manual Annotations of Answer Spans.

https://github.com/pks/lfpe
A Post-editing Interface for Immediate Adaptation in Statistical Machine Translation

http://vrama91.github.io/cider
Re-evaluating Automatic Metrics for Image Captioning

http://knowitall.github.io/openie/
Open IE as an Intermediate Structure for Semantic Tasks
Relation Schema Induction using Tensor Factorization with Side Information
An Entity-centric Approach for Overcoming Knowledge Graph Sparsity

https://github.com/wenhuchen/
Improved Neural Machine Translation using Side Information
XL-NBT: A Cross-lingual Neural Belief Tracking Framework
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection

https://github.com/PhyloStar/
Similarity Dependent Chinese Restaurant Process for Cognate Identification in Multilingual Wordlists

https://github.com/delph-in/zhong
An HPSG-based Shared-Grammar for the Chinese Languages: ZHONG [|]

https://github.com/sandarekaf/SinhalaPOS/blob/master/Sinhala%20POS%20tags.pdf
Comprehensive Part-Of-Speech Tag Set and SVM based POS Tagger for Sinhala

https://github.com/volkancirik/neural-sieves-refexp
Visual Referring Expression Recognition: What Do Systems Actually Learn?

https://github.com/ZeerakW/hatespeech/blob/master/NAACL_SRW_2016.csv
Author Profiling for Abuse Detection

https://sheffieldnlp.github.io/ImitationLearningTutorialEACL2017/
Imitation learning for structured prediction in natural language processing

https://github.com/CLD2Owners/cld2
Babler - Data Collection from the Web to Support Speech Recognition and Keyword Search
Collecting Resources in Sub-Saharan African Languages for Automatic Speech Recognition: a Case Study of Wolof
A Fast, Compact, Accurate Model for Language Identification of Codemixed Text
LORELEI Language Packs: Data, Tools, and Resources for Technology Development in Low Resource Languages
Apertium’s Web Toolchain for Low-Resource Language Technology
When Sparse Traditional Models Outperform Dense Neural Networks: the Curious Case of Discriminating between Similar Languages
What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training
Tutorial: Corpora Quality Management for MT - Practices and Roles
Alibaba Submission to the WMT18 Parallel Corpus Filtering Task
LanideNN: Multilingual Language Identification on Text Stream
Learning Translations via Images with a Massively Multilingual Image Dataset
A Computational Linguistic Study of Personal Recovery in Bipolar Disorder

http://github.com/jpmontano/fst
A Morphological Parser for Odawa

http://jakiestfu.github.io/Medium.js/docs/
Transc&Anno: A Graphical Tool for the Transcription and On-the-Fly Annotation of Handwritten Documents

https://github.com/marcotcr/qa
Are Red Roses Red? Evaluating Consistency of Question-Answering Models

https://github.com/msang/hateval/
SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter

http://syntree.github.io/index.html
SCTB: A Chinese Treebank in Scientific Domain

https://github.com/aritzzz/DeepSentiPeer
DeepSentiPeer: Harnessing Sentiment in Review Texts to Recommend Peer Review Decisions

https://github.com/dice-group/RDF2PT
RDF2PT: Generating Brazilian Portuguese Texts from RDF Data

https://github.com/RaRe-Technologies/gensim-data
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package

https://github.com/iesl/openreview-py
Argument Mining for Understanding Peer Reviews

https://www.github.com/cbaziotis/
CN-HIT-MI.T at SemEval-2019 Task 6: Offensive Language Identification Based on BiLSTM with Double Attention

https://github.com/Z
A Shared Task on Multimodal Machine Translation and Crosslingual Image Description

http://github.com/elleryjsmith/
A Strong Lexical Matching Method for the Machine Comprehension Test

https://github.com/snowblink14/smatch
Discourse Representation Structure Parsing

https://github.com/se4u/neural_wfst/
Local String Transduction as Sequence Labeling

https://github.com/butsugiri/UAM
Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models
Reducing Odd Generation from Neural Headline Generation

https://github.com/carpedm20/emoji/
Monday mornings are my fave :) #not Exploring the Automatic Recognition of Irony in English tweets
EMOMINER at SemEval-2019 Task 3: A Stacked BiLSTM Architecture for Contextual Emotion Detection in Text

https://github.com/ray-project/ray
ConvLab: Multi-Domain End-to-End Dialog System Platform

https://github.com/ETIP-team/
TOI-CNN: a Solution of Information Extraction on Chinese Insurance Policy

https://github.com/mponza/SalIE
Facts That Matter

https://github.com/yasserg/crawler4j
Image-Image Search for Comparable Corpora Construction
Comparison of Visual and Logical Character Segmentation in Tesseract OCR Language Data for Indic Writing Scripts

https://github.com/vishwajeet93/clqg
Cross-Lingual Training for Automatic Question Generation

https://github.com/OpenBEL/
Feature Derivation for Exploitation of Distant Annotation via Pattern Induction against Dependency Parses

http://github.com/moses-smt/
Results of the WMT17 Neural MT Training Task
Sheffield Systems for the English-Romanian WMT Translation Task
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/DFKI-NLP/TQ_
Fine-grained evaluation of German-English Machine Translation based on a Test Suite
Linguistic Evaluation of German-English Machine Translation Using a Test Suite

https://github.com/benathi/multisense-prob-fasttext
Probabilistic FastText for Multi-Sense Word Embeddings

https://lvdmaaten.github.io/tsne/
Analyzing Learned Representations of a Deep ASR Performance Prediction Model
Specialising Paragraph Vectors for Text Polarity Detection

https://github.com/uwnlp/taggerflow
A* CCG Parsing with a Supertag and Dependency Factored Model

https://github.com/spotify/annoy
Splitting Compounds by Semantic Analogy
Content-Based Citation Recommendation
Indra: A Word Embedding and Semantic Relatedness Server
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package
Weeding out Conventionalized Metaphors: A Corpus of Novel Metaphor Annotations
A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity

https://github.com/rousseau-lium/XenC
UMMU@QALB-2015 Shared Task: Character and Word level SMT pipeline for Automatic Error Correction of Arabic Text

http://taku910.github.io/cabocha/
An Eye-tracking Study of Named Entity Annotation
Japanese Word Reordering Executed Concurrently with Dependency Parsing and Its Evaluation
NICT at WAT 2015
Word-based Japanese typed dependency parsing with grammatical function analysis
Disaster Analysis using User-Generated Weather Report
A* CCG Parsing with a Supertag and Dependency Factored Model

https://github.com/mgormley/pacaya
Improved Relation Extraction with Feature-Rich Compositional Embedding Models

https://wsun106.github.io/
Graph-Based Meaning Representations: Design and Processing

https://github.com/oussamaahmia/TED-dataset
Two Multilingual Corpora Extracted from the Tenders Electronic Daily for Machine Learning and Machine Translation Applications.

https://github.com/seatgeek/
Character-based Neural Embeddings for Tweet Clustering
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset
Parallel Corpus Filtering Based on Fuzzy String Matching

https://github.com/tensorflow/models/tree/master/research/
Large-scale Cloze Test Dataset Created by Teachers

https://github.com/FakeNewsChallenge/fnc-1-baseline
A Retrospective Analysis of the Fake News Challenge Stance-Detection Task

https://github.com/jilljenn/ktm
Deep Factorization Machines for Knowledge Tracing

http://github.com/lium-lst/nmtpy
LIUM Machine Translation Systems for WMT17 News Translation Task

https://github.com/berkeozenc/MorAz
evision PDF of 'MorAz: an Open-source Morphological Analyzer for Azerbaijani Turkish

https://github.com/AlexKuhnle/ShapeWorld
Deep learning evaluation using deep linguistic processing

https://github.com/SilentFlame/Named-Entity-
Named Entity Recognition for Hindi-English Code-Mixed Social Media Text

https://github.com/sld/convai-bot-1337/tree/master/classifiers/
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager

https://github.com/hltfbk/EOP-
Predicting Correlations Between Lexical Alignments and Semantic Inferences

https://github.com/rsennrich/wmt16-scripts/
Six Challenges for Neural Machine Translation

http://github.com/nyu-dl/dl4mt-
LIUM-CVC Submissions for WMT17 Multimodal Translation Task
LIUM Machine Translation Systems for WMT17 News Translation Task

https://github.com/OC-NTNU
Marine Variable Linker: Exploring Relations between Changing Variables in Marine Science Literature

https://github.com/Kazuuuuuki/DTS-question-parser
Questions in Dependent Type Semantics

https://github.com/miserman/splot
A Dictionary-Based Comparison of Autobiographies by People and Murderous Monsters

https://github.com/viveksck/simplicity
Simple Models for Word Formation in Slang

https://github.com/NLeSC/
Storyteller: Visual Analytics of Perspectives on Rich Text Interpretations

https://github.com/zhanghainan/TailoredSeq2Seq2
Tailored Sequence to Sequence Models to Different Conversation Scenarios

https://github.com/JoFrhwld/FAVE
A Web Application for Automated Dialect Analysis

https://github.com/swiseman/nn_coref/
Optimizing Differentiable Relaxations of Coreference Evaluation Metrics

https://github.com/jacobeisenstein/jos-gender-2014
Confounds and Consequences in Geotagged Twitter Data

https://github.com/SotirisKot/
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors

https://github.com/spetitjean/XMG-2/tree/master/MetaGrammars/synframe/LVC
Towards a Compositional Analysis of German Light Verb Constructions (LVCs) Combining Lexicalized Tree Adjoining Grammar (LTAG) with Frame Semantics

https://github.com/mandarjoshi90/
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference

https://github.com/jimwhite/SEMST2012
UWashington: Negation Resolution using Machine Learning Methods

https://github.com/yumoxu/stocknet-code
Transformer-Based Capsule Network For Stock Movement Prediction

https://github.com/tticoin/AntonymDetection
Specialising Word Vectors for Lexical Entailment

https://github.com/danieldk/jitar
The Denoised Web Treebank: Evaluating Dependency Parsing under Noisy Input Conditions

http://fauconnier.github.io/
Using Neural Word Embeddings in the Analysis of the Clinical Semantic Verbal Fluency Task
Ultradense Word Embeddings by Orthogonal Transformation

https://github.com/adobe/NLP-Cube
GBD-NER at PARSEME Shared Task 2018: Multi-Word Expression Detection Using Bidirectional Long-Short-Term Memory Networks and Graph-Based Decoding
NLP-Cube: End-to-End Raw Text Processing With Neural Networks

https://github.com/hyperpartisan-news-challenge
SemEval-2019 Task 4: Hyperpartisan News Detection

https://github.com/asahi-research/Gingo
Positional Encoding to Control Output Sequence Length

https://github.com/universal-automata/-
Waldayu and Waldayu Mobile: Modern digital dictionary interfaces for endangered languages

https://github.com/ppke-nlpg/
What’s Wrong, Python? – A Visual Differ and Graph Library for NLP in Python
One format to rule them all – The emtsv pipeline for Hungarian

https://github.com/kudkudak/word-embeddings-benchmarks/
Gating Mechanisms for Combining Character and Word-level Word Representations: an Empirical Study

https://github.com/mdtux89/OpenNMT-py
Structural Neural Encoders for AMR-to-text Generation

https://github.com/wolet/
High-Order Low-Rank Tensors for Semantic Role Labeling

https://github.com/lisa-groundhog/
Kyoto University Participation to WAT 2016
Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models
When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size)
Sentence Embedding for Neural Machine Translation Domain Adaptation
Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation
Memory-enhanced Decoder for Neural Machine Translation
Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation
Kyoto University Participation to WAT 2017

https://github.com/tensorflow/tensor2tensor/
Corpora Generation for Grammatical Error Correction

https://github.com/openai/generating-reviews-discovering-sentiment
Assessing Quality Estimation Models for Sentence-Level Prediction

https://github.com/allenai/semeval-2019-
SemEval-2019 Task 10: Math Question Answering

https://github.com/balikasg/topicModelling/tree/master/data
Modeling topic dependencies in semantically coherent text spans with copulas

https://github.com/sobhe/hazm;
Learning Multilingual Topics from Incomparable Corpora

https://github.com/artir/ramesh-acl15
Weakly Supervised Models of Aspect-Sentiment for Online Course Discussion Forums

https://github.com/clab/fast_align
Multimodal Lexical Translation
CUNI x-ling: Parsing Under-Resourced Languages in CoNLL 2018 UD Shared Task
Universal Neural Machine Translation for Extremely Low Resource Languages
The HIT-SCIR System for End-to-End Parsing of Universal Dependencies
The NiuTrans Machine Translation System for WMT18
Obtaining SMT dictionaries for related languages
XMU Neural Machine Translation Online Service
Large Scale Translation Quality Estimation
Improving fast_align by Reordering
XMU Neural Machine Translation Systems for WMT 17
XMU Neural Machine Translation Systems for WAT 2017
The University of Maryland’s Chinese-English Neural Machine Translation Systems at WMT18
The NiuTrans Machine Translation Systems for WMT19
Cross-lingual Annotation Projection Is Effective for Neural Part-of-Speech Tagging
XMU Neural Machine Translation Systems for WAT2018 Myanmar-English Translation Task
Unsupervised Joint Training of Bilingual Word Embeddings
A Comparison on Fine-grained Pre-trained Embeddings for the WMT19Chinese-English News Translation Task
Shared-Private Bilingual Word Embeddings for Neural Machine Translation

https://github.com/Victor0118/cross_
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings

https://github.com/talha252/tur-text-norm
Normalizing Non-canonical Turkish Texts Using Machine Translation Approaches

https://meyersbs.github.io/chromium-
A dataset for identifying actionable feedback in collaborative software development

https://github.com/DeepLearnXMU/PSSAttention
Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis

https://github.com/facebookresearch/fairseq
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++
Comparing Recurrent and Convolutional Architectures for English-Hindi Neural Machine Translation
Dense Information Flow for Neural Machine Translation

https://github.com/stevenzim/lrec-2018
Improving Hate Speech Detection with Deep Learning Ensembles

https://github.com/ai-ku/wvec/
AI-KU at SemEval-2016 Task 11: Word Embeddings and Substring Features for Complex Word Identification

https://github.com/flammie/omorfi/
Omorfi — Free and open source morphological lexical database for Finnish

http://networkx.github.com/
SemantiKLUE: Robust Semantic Similarity at Multiple Levels Using Maximum Weight Matching

https://github.com/ixlan/BSG
Embedding Words as Distributions with a Bayesian Skip-gram Model

https://github.com/shreyansh26/
IJCNLP-2017 Task 3: Review Opinion Diversification (RevOpiD-2017)

https://github.com/genp/sun_
Nonparametric Method for Data-driven Image Captioning

https://github.com/sebastianruder/
A Discriminative Latent-Variable Model for Bilingual Lexicon Induction
Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction

https://github.com/agesmundo/BTagger
Lemmatization and Morphosyntactic Tagging of Croatian and Serbian

https://github.com/Smerity/keras_snli
InferLite: Simple Universal Sentence Representations from Natural Language Inference Data

https://github.com/mozilla/DeepSpeech
Transfer Learning Based Free-Form Speech Command Classification for Low-Resource Languages

http://a-rios.github.io/squoia/
Using Morphemes from Agglutinative Languages like Quechua and Finnish to Aid in Low-Resource Translation

https://github.com/tsproisl/SoMaJo
EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit Emotions
SoMeWeTa: A Part-of-Speech Tagger for German Social Media and Web Texts

http://spyysalo.github.io/annodoc/
UD Annotatrix: An annotation tool for Universal Dependencies
Universal Dependencies v1: A Multilingual Treebank Collection

https://github.com/soras/osalausestaja
EstNLTK - NLP Toolkit for Estonian

https://github.com/marcschulder/
Towards Bootstrapping a Polarity Shifter Lexicon using Linguistic Features

https://github.com/goavki/apertium-apy
Apertium’s Web Toolchain for Low-Resource Language Technology

https://mozilla.github.io/pdf.js/
PDFAnno: a Web-based Linguistic Annotation Tool for PDF Documents

https://github.com/maxpumperla/hyperas
Power Networks: A Novel Neural Architecture to Predict Power Relations
Intrinsic and Extrinsic Evaluation of Spatiotemporal Text Representations in Twitter Streams

https://github.com/jakerylandwilliams/partitioner
Boundary-based MWE segmentation with text partitioning

https://github.com/ZhitingHu/logicnn/
Revisiting the Importance of Encoding Logic Rules in Sentiment Classification

https://github.com/PeyrardM/
Studying Summarization Evaluation Metrics in the Appropriate Scoring Range

https://github.com/mmihaltz/word2vec-GoogleNews-
NEUROSENT-PDI at SemEval-2018 Task 7: Discovering Textual Relations With a Neural Network Model
Target-Sensitive Memory Networks for Aspect Sentiment Classification
NLPZZX at SemEval-2018 Task 1: Using Ensemble Method for Emotion and Sentiment Intensity Determination
Frustratingly Easy Model Ensemble for Abstractive Summarization
NEUROSENT-PDI at SemEval-2018 Task 1: Leveraging a Multi-Domain Sentiment Model for Inferring Polarity in Micro-blog Text
Grammatical Error Detection Using Error- and Grammaticality-Specific Word Embeddings
Syntactic and Lexical Approaches to Reading Comprehension
NEUROSENT-PDI at SemEval-2018 Task 3: Understanding Irony in Social Networks Through a Multi-Domain Sentiment Model

https://github.com/cooelf/
Modeling Multi-turn Conversation with Deep Utterance Aggregation

https://github.com/yoonkim/CNN
Identifying civilians killed by police with distantly supervised entity-event extraction
Leveraging Newswire Treebanks for Parsing Conversational Data with Argument Scrambling
Dependency-based Convolutional Neural Networks for Sentence Embedding
Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering

https://github.com/yftah89/Neural-SCL-Domain-Adaptation
Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains

https://github.com/Kaggle/docker-
MSnet: A BERT-based Network for Gendered Pronoun Resolution

https://github.com/ijauregiCMCRC/ReWE
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems

https://github.com/jonsafari/tok-tok/
BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset

https://github.com/ghamzak/SUMOQualiaExtraction
Automatically Extracting Qualia Relations for the Rich Event Ontology

https://github.com/annapriante/identityclassifier
#WhoAmI in 160 Characters? Classifying Social Identities Based on Twitter Profile Descriptions

https://github.com/bhaddow/hume-emnlp16
HUME: Human UCCA-Based Evaluation of Machine Translation

https://github.com/moses-smt/mosesdecoder/
Baselines and Test Data for Cross-Lingual Inference
Findings of the 2016 Conference on Machine Translation
Multimodal Neural Machine Translation for Low-resource Language Pairs using Synthetic Data
Massive Exploration of Neural Machine Translation Architectures
Re-evaluating Automatic Summarization with BLEU and 192 Shades of ROUGE
Neural Morphological Tagging of Lemma Sequences for Machine Translation
Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention
Findings of the 2017 Conference on Machine Translation (WMT17)
How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures
Image Pivoting for Learning Multilingual Multimodal Representations
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/deniskyashif/sweet-reason
Integrating Question Classification and Deep Learning for improved Answer Selection

https://github.com/kevincstowe/chime-
Identifying and Categorizing Disaster-Related Tweets

https://github.com/bplank/multitasksemantics
Multi-Task Learning for Sequence Tagging: An Empirical Study

https://github.com/dmitriydligach/
Learning Patient Representations from Text

https://github.com/SenticNet/conv-
TokyoTech_NLP at SemEval-2019 Task 3: Emotion-related Symbols in Emotion Detection

https://github.com/airsplay/R2R-EnvDrop
Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout

https://github.com/cosmozhang/NCRF-AE
Semi-supervised Structured Prediction with Neural CRF Autoencoder

https://github.com/cophi-wue/refcor
Delta vs. N-Gram Tracing: Evaluating the Robustness of Authorship Attribution Methods

http://github.com/google-research-
Multi-task Learning for Joint Language Understanding and Dialogue State Tracking

http://github.com/whym/growthring
K-repeating Substrings: a String-Algorithmic Approach to Privacy-Preserving Publishing of Textual Data