Evaluating a Bi-LSTM Model for Metaphor Detection in TOEFL Essays ACL-2020 Fig-Lang-2020 WS-2020

Neural Multi-task Text Normalization and Sanitization with Pointer-Generator ACL-2020 NLI-2020 WS-2020

Learning to Update Natural Language Comments Based on Code Changes ACL-2020

Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological Tagging ACL-2020

Building a Japanese Typo Dataset from Wikipedia’s Revision History ACL-2020

BPE-Dropout: Simple and Effective Subword Regularization ACL-2020

A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction ACL-2020 BEA-2020 WS-2020

SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check ACL-2020

Go Figure! Multi-task transformer-based architecture for metaphor detection using idioms: ETS team in 2020 metaphor shared task ACL-2020 Fig-Lang-2020 WS-2020

Automated Evaluation of Writing – 50 Years and Counting ACL-2020

NAT: Noise-Aware Training for Robust Neural Sequence Labeling ACL-2020

Finite State Transducer based Morphology analysis for Malayalam Language WS-2019

A Case Study on Neural Headline Generation for Editing Support NAACL-2019

Transfer Learning for Health-related Twitter Data ACL-2019 WS-2019

Dictionaries and Decision Trees for the 2019 CLPsych Shared Task NAACL-2019 WS-2019

Noisy Channel for Low Resource Grammatical Error Correction ACL-2019 WS-2019

Insights from Building an Open-Ended Conversational Agent ACL-2019 WS-2019

Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification EMNLP-2019

Unsupervised Neologism Normalization Using Embedding Space Mapping EMNLP-2019 WS-2019

JCTICOL at SemEval-2019 Task 6: Classifying Offensive Language in Social Media using Deep Learning Methods, Word/Character N-gram Features, and Preprocessing Methods *SEMEVAL-2019

Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition NAACL-2019

Corpora Generation for Grammatical Error Correction NAACL-2019

Knowledge Discovery and Hypothesis Generation from Online Patient Forums: A Research Proposal ACL-2019

Sentiment Analysis on Naija-Tweets ACL-2019

CLPsych 2019 Shared Task: Predicting the Degree of Suicide Risk in Reddit Posts NAACL-2019 WS-2019

Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation EMNLP-2019

Predicting ICU transfers using text messages between nurses and doctors NAACL-2019 WS-2019

How to account for mispellings: Quantifying the benefit of character representations in neural content scoring models ACL-2019 WS-2019

Relating RNN Layers with the Spectral WFA Ranks in Sequence Modelling ACL-2019 WS-2019

Normalising Non-standardised Orthography in Algerian Code-switched User-generated Data EMNLP-2019 WS-2019

TMLab SRPOL at SemEval-2019 Task 8: Fact Checking in Community Question Answering Forums *SEMEVAL-2019

JCTDHS at SemEval-2019 Task 5: Detection of Hate Speech in Tweets using Deep Learning Methods, Character N-gram Features, and Preprocessing Methods *SEMEVAL-2019

Augmenting Neural Response Generation with Context-Aware Topical Attention ACL-2019 WS-2019

The Impact of Spelling Correction and Task Context on Short Answer Assessment for Intelligent Tutoring Systems NoDaLiDa-2019 WS-2019

Who wrote this book? A challenge for e-commerce EMNLP-2019 WS-2019

Effective Feature Representation for Clinical Text Concept Extraction NAACL-2019 WS-2019

Analysis Methods in Neural Language Processing: A Survey TACL-2019

Combating Adversarial Misspellings with Robust Word Recognition ACL-2019

CLP at SemEval-2019 Task 3: Multi-Encoder in Hierarchical Attention Networks for Contextual Emotion Detection *SEMEVAL-2019

Proceedings of the 8th Workshop on NLP for Computer Assisted Language Learning NoDaLiDa-2019 WS-2019

Confusionset-guided Pointer Networks for Chinese Spelling Check ACL-2019

Curio SmartChat : A system for Natural Language Question Answering for Self-Paced K-12 Learning ACL-2019 WS-2019

Lexical Normalization of User-Generated Medical Text ACL-2019 WS-2019

Parallel Iterative Edit Models for Local Sequence Transduction EMNLP-2019

Normalizing Non-canonical Turkish Texts Using Machine Translation Approaches ACL-2019

Can Character Embeddings Improve Cause-of-Death Classification for Verbal Autopsy Narratives? ACL-2019 WS-2019

Learning to combine Grammatical Error Corrections ACL-2019 WS-2019

Automatic rubric-based content grading for clinical notes EMNLP-2019 WS-2019

The BEA-2019 Shared Task on Grammatical Error Correction ACL-2019 WS-2019

Online abuse detection: the value of preprocessing and neural attention models NAACL-2019 WS-2019

A Benchmark Corpus of English Misspellings and a Minimally-supervised Model for Spelling Correction ACL-2019 WS-2019

Apertium-fin-eng–Rule-based Shallow Machine Translation for WMT 2019 Shared Task ACL-2019 WMT-2019 WS-2019

Robust to Noise Models in Natural Language Processing Tasks ACL-2019

Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation NAACL-2018

Efficient Large-Scale Neural Domain Classification with Personalized Attention ACL-2018

Automatic Spelling Correction for Resource-Scarce Languages using Deep Learning ACL-2018

Multi-Input Attention for Unsupervised OCR Correction ACL-2018

Building Language Models for Text with Named Entities ACL-2018

Generative Bridging Network for Neural Sequence Prediction NAACL-2018

Weakly Supervised Semantic Parsing with Abstract Examples ACL-2018

Towards Language Technology for Mi’kmaq LREC-2018

Local String Transduction as Sequence Labeling COLING-2018

Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection EMNLP-2018

Location Name Extraction from Targeted Text Streams using Gazetteer-based Statistical Language Models COLING-2018

Using authentic texts for grammar exercises for a minority language NLP4CALL-2018 WS-2018

Decipherment for Adversarial Offensive Language Detection EMNLP-2018 WS-2018

Keep Your Bearings: Lightly-Supervised Information Extraction with Ladder Networks That Avoids Semantic Drift NAACL-2018

Orthographic Features for Bilingual Lexicon Induction ACL-2018

Neural Character-based Composition Models for Abuse Detection EMNLP-2018 WS-2018

A Taxonomy for In-depth Evaluation of Normalization for User Generated Content LREC-2018

SingleCite: Towards an improved Single Citation Search in PubMed ACL-2018 WS-2018

Upcycle Your OCR: Reusing OCRs for Post-OCR Text Correction in Romanised Sanskrit CoNLL-2018

Utilizing Character and Word Embeddings for Text Normalization with Sequence-to-Sequence Models EMNLP-2018

DeepPavlov: Open-Source Library for Dialogue Systems ACL-2018

Multi-lingual Entity Discovery and Linking ACL-2018

Personalized Language Model for Query Auto-Completion ACL-2018

A Multi-Context Character Prediction Model for a Brain-Computer Interface NAACL-2018 SCLeM-2018 WS-2018

Can adult mental health be predicted by childhood future-self narratives? Insights from the CLPsych 2018 Shared Task CLPsych-2018 NAACL-2018 WS-2018

Analysing Finnish with word lists: the DDI approach to morphology revisited WS-2018

DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features *SEMEVAL-2018

Robust Handling of Polysemy via Sparse Representations *SEMEVAL-2018

Squib: The Language Resource Switchboard CL-2018

Detecting Sarcasm is Extremely Easy ;-) NAACL-2018 SemBEaR-2018 WS-2018

DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding CoNLL-2018

Error Analysis of Uyghur Name Tagging: Language-specific Techniques and Remaining Challenges LREC-2018

MADARi: A Web Interface for Joint Arabic Morphological Annotation and Spelling Correction LREC-2018

Portable Spelling Corrector for a Less-Resourced Language: Amharic LREC-2018

Phrase2VecGLM: Neural generalized language model–based semantic tagging for complex query reformulation in medical IR ACL-2018 WS-2018

A Morphologically Annotated Corpus of Emirati Arabic LREC-2018

Word Embedding for Response-To-Text Assessment of Evidence ACL-2017

Error-repair Dependency Parsing for Ungrammatical Texts ACL-2017

Noisy Uyghur Text Normalization WNUT-2017 WS-2017

Spell-Checking based on Syllabification and Character-level Graphs for a Peruvian Agglutinative Language WS-2017

Improving Opinion-Target Extraction with Character-Level Word Embeddings WS-2017

LIG-CRIStAL Submission for the WMT 2017 Automatic Post-Editing Task WMT-2017 WS-2017

Comparison of String Similarity Measures for Obscenity Filtering BSNLP-2017 WS-2017

Spelling Correction for Morphologically Rich Language: a Case Study of Russian BSNLP-2017 WS-2017

Lexical Correction of Polish Twitter Political Data LaTeCH-2017 WS-2017

Multi-modular domain-tailored OCR post-correction EMNLP-2017

Unsupervised Context-Sensitive Spelling Correction of Clinical Free-Text with Word and Character N-Gram Embeddings BioNLP-2017 WS-2017

WS

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