NLPExplorer
Papers
Venues
Authors
Authors Timeline
Field of Study
URLs
ACL N-gram Stats
TweeNLP
API
Team
Glove: Global Vectors for Word Representation
Jeffrey Pennington
|
Richard Socher
|
Christopher Manning
|
Paper Details:
Month: October
Year: 2014
Location: Doha, Qatar
Venue:
EMNLP |
SIG: SIGDAT
Soial Media Activity
Citations
URL
An Empirical Exploration of Skip Connections for Sequential Tagging
Huijia Wu
|
Jiajun Zhang
|
Chengqing Zong
|
Syntactic realization with data-driven neural tree grammars
Brian McMahan
|
Matthew Stone
|
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding
Lina M. Rojas-Barahona
|
Milica Gašić
|
Nikola Mrkšić
|
Pei-Hao Su
|
Stefan Ultes
|
Tsung-Hsien Wen
|
Steve Young
|
Learning to Distill: The Essence Vector Modeling Framework
Kuan-Yu Chen
|
Shih-Hung Liu
|
Berlin Chen
|
Hsin-Min Wang
|
Frustratingly Easy Neural Domain Adaptation
Young-Bum Kim
|
Karl Stratos
|
Ruhi Sarikaya
|
Product Classification in E-Commerce using Distributional Semantics
Vivek Gupta
|
Harish Karnick
|
Ashendra Bansal
|
Pradhuman Jhala
|
Sequential Clustering and Contextual Importance Measures for Incremental Update Summarization
Markus Zopf
|
Eneldo Loza Mencía
|
Johannes Fürnkranz
|
Fast Gated Neural Domain Adaptation: Language Model as a Case Study
Jian Zhang
|
Xiaofeng Wu
|
Andy Way
|
Qun Liu
|
Hand in Glove: Deep Feature Fusion Network Architectures for Answer Quality Prediction in Community Question Answering
Sai Praneeth Suggu
|
Kushwanth Naga Goutham
|
Manoj K. Chinnakotla
|
Manish Shrivastava
|
UTCNN: a Deep Learning Model of Stance Classification on Social Media Text
Wei-Fan Chen
|
Lun-Wei Ku
|
Consensus Attention-based Neural Networks for Chinese Reading Comprehension
Yiming Cui
|
Ting Liu
|
Zhipeng Chen
|
Shijin Wang
|
Guoping Hu
|
A Distribution-based Model to Learn Bilingual Word Embeddings
Hailong Cao
|
Tiejun Zhao
|
Shu Zhang
|
Yao Meng
|
D-GloVe: A Feasible Least Squares Model for Estimating Word Embedding Densities
Shoaib Jameel
|
Steven Schockaert
|
Predicting human similarity judgments with distributional models: The value of word associations.
Simon De Deyne
|
Amy Perfors
|
Daniel J Navarro
|
Incremental Fine-grained Information Status Classification Using Attention-based LSTMs
Yufang Hou
|
Detection, Disambiguation and Argument Identification of Discourse Connectives in Chinese Discourse Parsing
Yong-Siang Shih
|
Hsin-Hsi Chen
|
Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network
Hamed Khanpour
|
Nishitha Guntakandla
|
Rodney Nielsen
|
Context-aware Natural Language Generation for Spoken Dialogue Systems
Hao Zhou
|
Minlie Huang
|
Xiaoyan Zhu
|
Domainless Adaptation by Constrained Decoding on a Schema Lattice
Young-Bum Kim
|
Karl Stratos
|
Ruhi Sarikaya
|
Textual Entailment with Structured Attentions and Composition
Kai Zhao
|
Liang Huang
|
Mingbo Ma
|
Improved Word Embeddings with Implicit Structure Information
Jie Shen
|
Cong Liu
|
Word Embeddings and Convolutional Neural Network for Arabic Sentiment Classification
Abdelghani Dahou
|
Shengwu Xiong
|
Junwei Zhou
|
Mohamed Houcine Haddoud
|
Pengfei Duan
|
Tweet Sarcasm Detection Using Deep Neural Network
Meishan Zhang
|
Yue Zhang
|
Guohong Fu
|
Distance Metric Learning for Aspect Phrase Grouping
Shufeng Xiong
|
Yue Zhang
|
Donghong Ji
|
Yinxia Lou
|
Enriching Phrase Tables for Statistical Machine Translation Using Mixed Embeddings
Peyman Passban
|
Qun Liu
|
Andy Way
|
Capturing Pragmatic Knowledge in Article Usage Prediction using LSTMs
Jad Kabbara
|
Yulan Feng
|
Jackie Chi Kit Cheung
|
Neural-based Noise Filtering from Word Embeddings
Kim Anh Nguyen
|
Sabine Schulte im Walde
|
Ngoc Thang Vu
|
Semi Supervised Preposition-Sense Disambiguation using Multilingual Data
Hila Gonen
|
Yoav Goldberg
|
Bad Company—Neighborhoods in Neural Embedding Spaces Considered Harmful
Johannes Hellrich
|
Udo Hahn
|
Is an Image Worth More than a Thousand Words? On the Fine-Grain Semantic Differences between Visual and Linguistic Representations
Guillem Collell
|
Marie-Francine Moens
|
Modeling Context-sensitive Selectional Preference with Distributed Representations
Naoya Inoue
|
Yuichiroh Matsubayashi
|
Masayuki Ono
|
Naoaki Okazaki
|
Kentaro Inui
|
Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition
Lei Sha
|
Baobao Chang
|
Zhifang Sui
|
Sujian Li
|
Modelling Sentence Pairs with Tree-structured Attentive Encoder
Yao Zhou
|
Cong Liu
|
Yan Pan
|
Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover’s Distance Regularization
Meng Zhang
|
Yang Liu
|
Huanbo Luan
|
Yiqun Liu
|
Maosong Sun
|
Improving Word Alignment of Rare Words with Word Embeddings
Masoud Jalili Sabet
|
Heshaam Faili
|
Gholamreza Haffari
|
Effective LSTMs for Target-Dependent Sentiment Classification
Duyu Tang
|
Bing Qin
|
Xiaocheng Feng
|
Ting Liu
|
PersoNER: Persian Named-Entity Recognition
Hanieh Poostchi
|
Ehsan Zare Borzeshi
|
Mohammad Abdous
|
Massimo Piccardi
|
Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling
Peng Zhou
|
Zhenyu Qi
|
Suncong Zheng
|
Jiaming Xu
|
Hongyun Bao
|
Bo Xu
|
Language classification from bilingual word embedding graphs
Steffen Eger
|
Armin Hoenen
|
Alexander Mehler
|
Word Embeddings, Analogies, and Machine Learning: Beyond king - man + woman = queen
Aleksandr Drozd
|
Anna Gladkova
|
Satoshi Matsuoka
|
WordForce: Visualizing Controversial Words in Debates
Wei-Fan Chen
|
Fang-Yu Lin
|
Lun-Wei Ku
|
Automatically Suggesting Example Sentences of Near-Synonyms for Language Learners
Chieh-Yang Huang
|
Nicole Peinelt
|
Lun-Wei Ku
|
From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources
Ilia Kuznetsov
|
Iryna Gurevych
|
Embedding WordNet Knowledge for Textual Entailment
Yunshi Lan
|
Jing Jiang
|
Joint Learning from Labeled and Unlabeled Data for Information Retrieval
Bo Li
|
Ping Cheng
|
Le Jia
|
Enriching Word Embeddings with Domain Knowledge for Readability Assessment
Zhiwei Jiang
|
Qing Gu
|
Yafeng Yin
|
Daoxu Chen
|
Adopting the Word-Pair-Dependency-Triplets with Individual Comparison for Natural Language Inference
Qianlong Du
|
Chengqing Zong
|
Keh-Yih Su
|
Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy
Deepak Gupta
|
Rajkumar Pujari
|
Asif Ekbal
|
Pushpak Bhattacharyya
|
Anutosh Maitra
|
Tom Jain
|
Shubhashis Sengupta
|
Natural Language Interface for Databases Using a Dual-Encoder Model
Ionel Alexandru Hosu
|
Radu Cristian Alexandru Iacob
|
Florin Brad
|
Stefan Ruseti
|
Traian Rebedea
|
Implicit Discourse Relation Recognition using Neural Tensor Network with Interactive Attention and Sparse Learning
Fengyu Guo
|
Ruifang He
|
Di Jin
|
Jianwu Dang
|
Longbiao Wang
|
Xiangang Li
|
A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis
Shuqin Gu
|
Lipeng Zhang
|
Yuexian Hou
|
Yin Song
|
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension
Liang Wang
|
Sujian Li
|
Wei Zhao
|
Kewei Shen
|
Meng Sun
|
Ruoyu Jia
|
Jingming Liu
|
Open-Domain Event Detection using Distant Supervision
Jun Araki
|
Teruko Mitamura
|
Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora
Amir Hazem
|
Emmanuel Morin
|
Learning Emotion-enriched Word Representations
Ameeta Agrawal
|
Aijun An
|
Manos Papagelis
|
Answerable or Not: Devising a Dataset for Extending Machine Reading Comprehension
Mao Nakanishi
|
Tetsunori Kobayashi
|
Yoshihiko Hayashi
|
Encoding Sentiment Information into Word Vectors for Sentiment Analysis
Zhe Ye
|
Fang Li
|
Timothy Baldwin
|
Enhanced Aspect Level Sentiment Classification with Auxiliary Memory
Peisong Zhu
|
Tieyun Qian
|
Author Profiling for Abuse Detection
Pushkar Mishra
|
Marco Del Tredici
|
Helen Yannakoudakis
|
Ekaterina Shutova
|
Effective Attention Modeling for Aspect-Level Sentiment Classification
Ruidan He
|
Wee Sun Lee
|
Hwee Tou Ng
|
Daniel Dahlmeier
|
Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis
Andrew Moore
|
Paul Rayson
|
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding
Yutai Hou
|
Yijia Liu
|
Wanxiang Che
|
Ting Liu
|
Dialogue-act-driven Conversation Model : An Experimental Study
Harshit Kumar
|
Arvind Agarwal
|
Sachindra Joshi
|
Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction
Ahmad Aghaebrahimian
|
Diachronic word embeddings and semantic shifts: a survey
Andrey Kutuzov
|
Lilja Øvrelid
|
Terrence Szymanski
|
Erik Velldal
|
User-Level Race and Ethnicity Predictors from Twitter Text
Daniel Preoţiuc-Pietro
|
Lyle Ungar
|
Relation Induction in Word Embeddings Revisited
Zied Bouraoui
|
Shoaib Jameel
|
Steven Schockaert
|
Contextual String Embeddings for Sequence Labeling
Alan Akbik
|
Duncan Blythe
|
Roland Vollgraf
|
Learning Word Meta-Embeddings by Autoencoding
Danushka Bollegala
|
Cong Bao
|
A New Concept of Deep Reinforcement Learning based Augmented General Tagging System
Yu Wang
|
Abhishek Patel
|
Hongxia Jin
|
Structure-Infused Copy Mechanisms for Abstractive Summarization
Kaiqiang Song
|
Lin Zhao
|
Fei Liu
|
A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task
Qian Li
|
Ziwei Li
|
Jin-Mao Wei
|
Yanhui Gu
|
Adam Jatowt
|
Zhenglu Yang
|
A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators
Zhihao Fan
|
Zhongyu Wei
|
Siyuan Wang
|
Yang Liu
|
Xuanjing Huang
|
Enhancing Sentence Embedding with Generalized Pooling
Qian Chen
|
Zhen-Hua Ling
|
Xiaodan Zhu
|
A Retrospective Analysis of the Fake News Challenge Stance-Detection Task
Andreas Hanselowski
|
Avinesh PVS
|
Benjamin Schiller
|
Felix Caspelherr
|
Debanjan Chaudhuri
|
Christian M. Meyer
|
Iryna Gurevych
|
Robust Lexical Features for Improved Neural Network Named-Entity Recognition
Abbas Ghaddar
|
Phillippe Langlais
|
A Neural Question Answering Model Based on Semi-Structured Tables
Hao Wang
|
Xiaodong Zhang
|
Shuming Ma
|
Xu Sun
|
Houfeng Wang
|
Mengxiang Wang
|
Task-oriented Word Embedding for Text Classification
Qian Liu
|
Heyan Huang
|
Yang Gao
|
Xiaochi Wei
|
Yuxin Tian
|
Luyang Liu
|
Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification
Jianyu Zhao
|
Zhiqiang Zhan
|
Qichuan Yang
|
Yang Zhang
|
Changjian Hu
|
Zhensheng Li
|
Liuxin Zhang
|
Zhiqiang He
|
Towards an argumentative content search engine using weak supervision
Ran Levy
|
Ben Bogin
|
Shai Gretz
|
Ranit Aharonov
|
Noam Slonim
|
A Review on Deep Learning Techniques Applied to Answer Selection
Tuan Manh Lai
|
Trung Bui
|
Sheng Li
|
Responding E-commerce Product Questions via Exploiting QA Collections and Reviews
Qian Yu
|
Wai Lam
|
Zihao Wang
|
Aff2Vec: Affect–Enriched Distributional Word Representations
Sopan Khosla
|
Niyati Chhaya
|
Kushal Chawla
|
Exploratory Neural Relation Classification for Domain Knowledge Acquisition
Yan Fan
|
Chengyu Wang
|
Xiaofeng He
|
Multimodal Grounding for Language Processing
Lisa Beinborn
|
Teresa Botschen
|
Iryna Gurevych
|
A LSTM Approach with Sub-Word Embeddings for Mongolian Phrase Break Prediction
Rui Liu
|
Feilong Bao
|
Guanglai Gao
|
Hui Zhang
|
Yonghe Wang
|
Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection
Huda Hakami
|
Kohei Hayashi
|
Danushka Bollegala
|
Learning to Generate Word Representations using Subword Information
Yeachan Kim
|
Kang-Min Kim
|
Ji-Min Lee
|
SangKeun Lee
|
Using Word Embeddings for Unsupervised Acronym Disambiguation
Jean Charbonnier
|
Christian Wartena
|
SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors
Luis Espinosa-Anke
|
Steven Schockaert
|
Evaluation of Unsupervised Compositional Representations
Hanan Aldarmaki
|
Mona Diab
|
What’s in Your Embedding, And How It Predicts Task Performance
Anna Rogers
|
Shashwath Hosur Ananthakrishna
|
Anna Rumshisky
|
Information Aggregation via Dynamic Routing for Sequence Encoding
Jingjing Gong
|
Xipeng Qiu
|
Shaojing Wang
|
Xuanjing Huang
|
A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware?
Jiaxun Cai
|
Shexia He
|
Zuchao Li
|
Hai Zhao
|
Model-Free Context-Aware Word Composition
Bo An
|
Xianpei Han
|
Le Sun
|
Towards a unified framework for bilingual terminology extraction of single-word and multi-word terms
Jingshu Liu
|
Emmanuel Morin
|
Peña Saldarriaga
|
Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level
Sven Buechel
|
Udo Hahn
|
Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning
Shabnam Tafreshi
|
Mona Diab
|
How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs
Devang Kulshreshtha
|
Pranav Goel
|
Anil Kumar Singh
|
Seq2seq Dependency Parsing
Zuchao Li
|
Jiaxun Cai
|
Shexia He
|
Hai Zhao
|
Character-Level Feature Extraction with Densely Connected Networks
Chanhee Lee
|
Young-Bum Kim
|
Dongyub Lee
|
Heuiseok Lim
|
Integrating Question Classification and Deep Learning for improved Answer Selection
Harish Tayyar Madabushi
|
Mark Lee
|
John Barnden
|
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering
Daniil Sorokin
|
Iryna Gurevych
|
Dependent Gated Reading for Cloze-Style Question Answering
Reza Ghaeini
|
Xiaoli Fern
|
Hamed Shahbazi
|
Prasad Tadepalli
|
Attending Sentences to detect Satirical Fake News
Sohan De Sarkar
|
Fan Yang
|
Arjun Mukherjee
|
Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model
Lu Ji
|
Zhongyu Wei
|
Xiangkun Hu
|
Yang Liu
|
Qi Zhang
|
Xuanjing Huang
|
Learning Visually-Grounded Semantics from Contrastive Adversarial Samples
Haoyue Shi
|
Jiayuan Mao
|
Tete Xiao
|
Yuning Jiang
|
Jian Sun
|
Structured Representation Learning for Online Debate Stance Prediction
Chang Li
|
Aldo Porco
|
Dan Goldwasser
|
Design Challenges and Misconceptions in Neural Sequence Labeling
Jie Yang
|
Shuailong Liang
|
Yue Zhang
|
Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering
Wuwei Lan
|
Wei Xu
|
Automatic Curation and Visualization of Crime Related Information from Incrementally Crawled Multi-source News Reports
Tirthankar Dasgupta
|
Lipika Dey
|
Rupsa Saha
|
Abir Naskar
|
Neural Networks Leverage Corpus-wide Information for Part-of-speech Tagging
Yuta Tsuboi
|
Language Understanding for Text-based Games using Deep Reinforcement Learning
Karthik Narasimhan
|
Tejas Kulkarni
|
Regina Barzilay
|
Evaluation methods for unsupervised word embeddings
Tobias Schnabel
|
Igor Labutov
|
David Mimno
|
Thorsten Joachims
|
Traversing Knowledge Graphs in Vector Space
Kelvin Guu
|
John Miller
|
Percy Liang
|
Joint Embedding of Query and Ad by Leveraging Implicit Feedback
Sungjin Lee
|
Yifan Hu
|
A large annotated corpus for learning natural language inference
Samuel R. Bowman
|
Gabor Angeli
|
Christopher Potts
|
Christopher D. Manning
|
Open-Domain Name Error Detection using a Multi-Task RNN
Hao Cheng
|
Hao Fang
|
Mari Ostendorf
|
Semantic Role Labeling with Neural Network Factors
Nicholas FitzGerald
|
Oscar Täckström
|
Kuzman Ganchev
|
Dipanjan Das
|
Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of Words
Debanjan Ghosh
|
Weiwei Guo
|
Smaranda Muresan
|
ReVal: A Simple and Effective Machine Translation Evaluation Metric Based on Recurrent Neural Networks
Rohit Gupta
|
Constantin Orăsan
|
Josef van Genabith
|
The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization
Phong Le
|
Willem Zuidema
|
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification
Duyu Tang
|
Bing Qin
|
Ting Liu
|
Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning
Jianpeng Cheng
|
Dimitri Kartsaklis
|
Molding CNNs for text: non-linear, non-consecutive convolutions
Tao Lei
|
Regina Barzilay
|
Tommi Jaakkola
|
A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution
Shaohua Li
|
Jun Zhu
|
Chunyan Miao
|
Reading Documents for Bayesian Online Change Point Detection
Taehoon Kim
|
Jaesik Choi
|
Reverse-engineering Language: A Study on the Semantic Compositionality of German Compounds
Corina Dima
|
Adapting Phrase-based Machine Translation to Normalise Medical Terms in Social Media Messages
Nut Limsopatham
|
Nigel Collier
|
Online Learning of Interpretable Word Embeddings
Hongyin Luo
|
Zhiyuan Liu
|
Huanbo Luan
|
Maosong Sun
|
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
Tsung-Hsien Wen
|
Milica Gašić
|
Nikola Mrkšić
|
Pei-Hao Su
|
David Vandyke
|
Steve Young
|
Do Multi-Sense Embeddings Improve Natural Language Understanding?
Jiwei Li
|
Dan Jurafsky
|
Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks
Daojian Zeng
|
Kang Liu
|
Yubo Chen
|
Jun Zhao
|
Personality Profiling of Fictional Characters using Sense-Level Links between Lexical Resources
Lucie Flekova
|
Iryna Gurevych
|
Specializing Word Embeddings for Similarity or Relatedness
Douwe Kiela
|
Felix Hill
|
Stephen Clark
|
Evaluation of Word Vector Representations by Subspace Alignment
Yulia Tsvetkov
|
Manaal Faruqui
|
Wang Ling
|
Guillaume Lample
|
Chris Dyer
|
What’s in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation
Arne Köhn
|
Navigating the Semantic Horizon using Relative Neighborhood Graphs
Amaru Cuba Gyllensten
|
Magnus Sahlgren
|
Deep Multi-Task Learning with Shared Memory for Text Classification
Pengfei Liu
|
Xipeng Qiu
|
Xuanjing Huang
|
Improving Semantic Parsing via Answer Type Inference
Semih Yavuz
|
Izzeddin Gur
|
Yu Su
|
Mudhakar Srivatsa
|
Xifeng Yan
|
Context-Dependent Sense Embedding
Lin Qiu
|
Kewei Tu
|
Yong Yu
|
Aspect Level Sentiment Classification with Deep Memory Network
Duyu Tang
|
Bing Qin
|
Ting Liu
|
Discourse Parsing with Attention-based Hierarchical Neural Networks
Qi Li
|
Tianshi Li
|
Baobao Chang
|
Multi-view Response Selection for Human-Computer Conversation
Xiangyang Zhou
|
Daxiang Dong
|
Hua Wu
|
Shiqi Zhao
|
Dianhai Yu
|
Hao Tian
|
Xuan Liu
|
Rui Yan
|
Solving Verbal Questions in IQ Test by Knowledge-Powered Word Embedding
Huazheng Wang
|
Fei Tian
|
Bin Gao
|
Chengjieren Zhu
|
Jiang Bian
|
Tie-Yan Liu
|
Long Short-Term Memory-Networks for Machine Reading
Jianpeng Cheng
|
Li Dong
|
Mirella Lapata
|
Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora
William L. Hamilton
|
Kevin Clark
|
Jure Leskovec
|
Dan Jurafsky
|
Attention-based LSTM for Aspect-level Sentiment Classification
Yequan Wang
|
Minlie Huang
|
Xiaoyan Zhu
|
Li Zhao
|
WordRank: Learning Word Embeddings via Robust Ranking
Shihao Ji
|
Hyokun Yun
|
Pinar Yanardag
|
Shin Matsushima
|
S. V. N. Vishwanathan
|
Extracting Subevents via an Effective Two-phase Approach
Allison Badgett
|
Ruihong Huang
|
A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis
Sebastian Ruder
|
Parsa Ghaffari
|
John G. Breslin
|
Generating Topical Poetry
Marjan Ghazvininejad
|
Xing Shi
|
Yejin Choi
|
Kevin Knight
|
What makes a convincing argument? Empirical analysis and detecting attributes of convincingness in Web argumentation
Ivan Habernal
|
Iryna Gurevych
|
Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level Attention
Yang Liu
|
Sujian Li
|
Learning Crosslingual Word Embeddings without Bilingual Corpora
Long Duong
|
Hiroshi Kanayama
|
Tengfei Ma
|
Steven Bird
|
Trevor Cohn
|
Charagram: Embedding Words and Sentences via Character n-grams
John Wieting
|
Mohit Bansal
|
Kevin Gimpel
|
Karen Livescu
|
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification
Jiacheng Xu
|
Danlu Chen
|
Xipeng Qiu
|
Xuanjing Huang
|
Improving Sparse Word Representations with Distributional Inference for Semantic Composition
Thomas Kober
|
Julie Weeds
|
Jeremy Reffin
|
David Weir
|
Modelling Interaction of Sentence Pair with Coupled-LSTMs
Pengfei Liu
|
Xipeng Qiu
|
Yaqian Zhou
|
Jifan Chen
|
Xuanjing Huang
|
An Embedding Model for Predicting Roll-Call Votes
Peter Kraft
|
Hirsh Jain
|
Alexander M. Rush
|
Learning to refine text based recommendations
Youyang Gu
|
Tao Lei
|
Regina Barzilay
|
Tommi Jaakkola
|
Addressee and Response Selection for Multi-Party Conversation
Hiroki Ouchi
|
Yuta Tsuboi
|
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity
Daniela Gerz
|
Ivan Vulić
|
Felix Hill
|
Roi Reichart
|
Anna Korhonen
|
Tense Manages to Predict Implicative Behavior in Verbs
Ellie Pavlick
|
Chris Callison-Burch
|
Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set
Tianze Shi
|
Liang Huang
|
Lillian Lee
|
Position-aware Attention and Supervised Data Improve Slot Filling
Yuhao Zhang
|
Victor Zhong
|
Danqi Chen
|
Gabor Angeli
|
Christopher D. Manning
|
Universal Semantic Parsing
Siva Reddy
|
Oscar Täckström
|
Slav Petrov
|
Mark Steedman
|
Mirella Lapata
|
End-to-end Neural Coreference Resolution
Kenton Lee
|
Luheng He
|
Mike Lewis
|
Luke Zettlemoyer
|
Neural Net Models of Open-domain Discourse Coherence
Jiwei Li
|
Dan Jurafsky
|
A Mention-Ranking Model for Abstract Anaphora Resolution
Ana Marasović
|
Leo Born
|
Juri Opitz
|
Anette Frank
|
Hierarchical Embeddings for Hypernymy Detection and Directionality
Kim Anh Nguyen
|
Maximilian Köper
|
Sabine Schulte im Walde
|
Ngoc Thang Vu
|
Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics
Zhe Zhao
|
Tao Liu
|
Shen Li
|
Bofang Li
|
Xiaoyong Du
|
Dict2vec : Learning Word Embeddings using Lexical Dictionaries
Julien Tissier
|
Christophe Gravier
|
Amaury Habrard
|
Learning Chinese Word Representations From Glyphs Of Characters
Tzu-Ray Su
|
Hung-Yi Lee
|
Word Embeddings based on Fixed-Size Ordinally Forgetting Encoding
Joseph Sanu
|
Mingbin Xu
|
Hui Jiang
|
Quan Liu
|
Word Re-Embedding via Manifold Dimensionality Retention
Souleiman Hasan
|
Edward Curry
|
MUSE: Modularizing Unsupervised Sense Embeddings
Guang-He Lee
|
Yun-Nung Chen
|
Incremental Skip-gram Model with Negative Sampling
Nobuhiro Kaji
|
Hayato Kobayashi
|
Learning to select data for transfer learning with Bayesian Optimization
Sebastian Ruder
|
Barbara Plank
|
Unsupervised Pretraining for Sequence to Sequence Learning
Prajit Ramachandran
|
Peter Liu
|
Quoc Le
|
Rotated Word Vector Representations and their Interpretability
Sungjoon Park
|
JinYeong Bak
|
Alice Oh
|
Recurrent Attention Network on Memory for Aspect Sentiment Analysis
Peng Chen
|
Zhongqian Sun
|
Lidong Bing
|
Wei Yang
|
A Cognition Based Attention Model for Sentiment Analysis
Yunfei Long
|
Qin Lu
|
Rong Xiang
|
Minglei Li
|
Chu-Ren Huang
|
Refining Word Embeddings for Sentiment Analysis
Liang-Chih Yu
|
Jin Wang
|
K. Robert Lai
|
Xuejie Zhang
|
A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis
Md Shad Akhtar
|
Abhishek Kumar
|
Deepanway Ghosal
|
Asif Ekbal
|
Pushpak Bhattacharyya
|
Sentiment Intensity Ranking among Adjectives Using Sentiment Bearing Word Embeddings
Raksha Sharma
|
Arpan Somani
|
Lakshya Kumar
|
Pushpak Bhattacharyya
|
Filling the Blanks (hint: plural noun) for Mad Libs Humor
Nabil Hossain
|
John Krumm
|
Lucy Vanderwende
|
Eric Horvitz
|
Henry Kautz
|
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
Alexis Conneau
|
Douwe Kiela
|
Holger Schwenk
|
Loïc Barrault
|
Antoine Bordes
|
Segmentation-Free Word Embedding for Unsegmented Languages
Takamasa Oshikiri
|
RACE: Large-scale ReAding Comprehension Dataset From Examinations
Guokun Lai
|
Qizhe Xie
|
Hanxiao Liu
|
Yiming Yang
|
Eduard Hovy
|
Structural Embedding of Syntactic Trees for Machine Comprehension
Rui Liu
|
Junjie Hu
|
Wei Wei
|
Zi Yang
|
Eric Nyberg
|
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension
David Golub
|
Po-Sen Huang
|
Xiaodong He
|
Li Deng
|
Learning to Paraphrase for Question Answering
Li Dong
|
Jonathan Mallinson
|
Siva Reddy
|
Mirella Lapata
|
Recovering Question Answering Errors via Query Revision
Semih Yavuz
|
Izzeddin Gur
|
Yu Su
|
Xifeng Yan
|
Guided Open Vocabulary Image Captioning with Constrained Beam Search
Peter Anderson
|
Basura Fernando
|
Mark Johnson
|
Stephen Gould
|
Zero-Shot Activity Recognition with Verb Attribute Induction
Rowan Zellers
|
Yejin Choi
|
Globally Normalized Reader
Jonathan Raiman
|
John Miller
|
Tensor Fusion Network for Multimodal Sentiment Analysis
Amir Zadeh
|
Minghai Chen
|
Soujanya Poria
|
Erik Cambria
|
Louis-Philippe Morency
|
Deeper Attention to Abusive User Content Moderation
John Pavlopoulos
|
Prodromos Malakasiotis
|
Ion Androutsopoulos
|
Inter-Weighted Alignment Network for Sentence Pair Modeling
Gehui Shen
|
Yunlun Yang
|
Zhi-Hong Deng
|
A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances
Chengyu Wang
|
Xiaofeng He
|
Aoying Zhou
|
Idiom-Aware Compositional Distributed Semantics
Pengfei Liu
|
Kaiyu Qian
|
Xipeng Qiu
|
Xuanjing Huang
|
A Continuously Growing Dataset of Sentential Paraphrases
Wuwei Lan
|
Siyu Qiu
|
Hua He
|
Wei Xu
|
Cross-domain Semantic Parsing via Paraphrasing
Yu Su
|
Xifeng Yan
|
Predicting Word Association Strengths
Andrew Cattle
|
Xiaojuan Ma
|
Chinese Zero Pronoun Resolution with Deep Memory Network
Qingyu Yin
|
Yu Zhang
|
Weinan Zhang
|
Ting Liu
|
Learning to Rank Semantic Coherence for Topic Segmentation
Liang Wang
|
Sujian Li
|
Yajuan Lv
|
Houfeng Wang
|
Here’s My Point: Joint Pointer Architecture for Argument Mining
Peter Potash
|
Alexey Romanov
|
Anna Rumshisky
|
Identifying attack and support argumentative relations using deep learning
Oana Cocarascu
|
Francesca Toni
|
Story Comprehension for Predicting What Happens Next
Snigdha Chaturvedi
|
Haoruo Peng
|
Dan Roth
|
Stack-based Multi-layer Attention for Transition-based Dependency Parsing
Zhirui Zhang
|
Shujie Liu
|
Mu Li
|
Ming Zhou
|
Enhong Chen
|
TAG Parsing with Neural Networks and Vector Representations of Supertags
Jungo Kasai
|
Bob Frank
|
Tom McCoy
|
Owen Rambow
|
Alexis Nasr
|
Dual Tensor Model for Detecting Asymmetric Lexico-Semantic Relations
Goran Glavaš
|
Simone Paolo Ponzetto
|
Adversarial Training for Relation Extraction
Yi Wu
|
David Bamman
|
Stuart Russell
|
Context-Aware Representations for Knowledge Base Relation Extraction
Daniil Sorokin
|
Iryna Gurevych
|
A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events
Prafulla Kumar Choubey
|
Ruihong Huang
|
Exploring Vector Spaces for Semantic Relations
Kata Gábor
|
Haïfa Zargayouna
|
Isabelle Tellier
|
Davide Buscaldi
|
Thierry Charnois
|
Dynamic Entity Representations in Neural Language Models
Yangfeng Ji
|
Chenhao Tan
|
Sebastian Martschat
|
Yejin Choi
|
Noah A. Smith
|
Inducing Semantic Micro-Clusters from Deep Multi-View Representations of Novels
Lea Frermann
|
György Szarvas
|
Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features
Fan Yang
|
Arjun Mukherjee
|
Eduard Dragut
|
Adversarial Examples for Evaluating Reading Comprehension Systems
Robin Jia
|
Percy Liang
|
Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events
Prafulla Kumar Choubey
|
Ruihong Huang
|
A Factored Neural Network Model for Characterizing Online Discussions in Vector Space
Hao Cheng
|
Hao Fang
|
Mari Ostendorf
|
Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision
Haoruo Peng
|
Ming-Wei Chang
|
Wen-tau Yih
|
Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings
Bofang Li
|
Tao Liu
|
Zhe Zhao
|
Buzhou Tang
|
Aleksandr Drozd
|
Anna Rogers
|
Xiaoyong Du
|
Towards Debate Automation: a Recurrent Model for Predicting Debate Winners
Peter Potash
|
Anna Rumshisky
|
Deep Joint Entity Disambiguation with Local Neural Attention
Octavian-Eugen Ganea
|
Thomas Hofmann
|
Scientific Information Extraction with Semi-supervised Neural Tagging
Yi Luan
|
Mari Ostendorf
|
Hannaneh Hajishirzi
|
Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks
Peng-Hsuan Li
|
Ruo-Ping Dong
|
Yu-Siang Wang
|
Ju-Chieh Chou
|
Wei-Yun Ma
|
Entity Linking via Joint Encoding of Types, Descriptions, and Context
Nitish Gupta
|
Sameer Singh
|
Dan Roth
|
An Insight Extraction System on BioMedical Literature with Deep Neural Networks
Hua He
|
Kris Ganjam
|
Navendu Jain
|
Jessica Lundin
|
Ryen White
|
Jimmy Lin
|
Quantifying the Effects of Text Duplication on Semantic Models
Alexandra Schofield
|
Laure Thompson
|
David Mimno
|
No Need to Pay Attention: Simple Recurrent Neural Networks Work!
Ferhan Ture
|
Oliver Jojic
|
The strange geometry of skip-gram with negative sampling
David Mimno
|
Laure Thompson
|
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings
Wei Yang
|
Wei Lu
|
Vincent Zheng
|
Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking
Hannah Rashkin
|
Eunsol Choi
|
Jin Yea Jang
|
Svitlana Volkova
|
Yejin Choi
|
Topic-Based Agreement and Disagreement in US Electoral Manifestos
Stefano Menini
|
Federico Nanni
|
Simone Paolo Ponzetto
|
Sara Tonelli
|
Argotario: Computational Argumentation Meets Serious Games
Ivan Habernal
|
Raffael Hannemann
|
Christian Pollak
|
Christopher Klamm
|
Patrick Pauli
|
Iryna Gurevych
|
DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning
Kashyap Popat
|
Subhabrata Mukherjee
|
Andrew Yates
|
Gerhard Weikum
|
Detecting Gang-Involved Escalation on Social Media Using Context
Serina Chang
|
Ruiqi Zhong
|
Ethan Adams
|
Fei-Tzin Lee
|
Siddharth Varia
|
Desmond Patton
|
William Frey
|
Chris Kedzie
|
Kathy McKeown
|
Reasoning about Actions and State Changes by Injecting Commonsense Knowledge
Niket Tandon
|
Bhavana Dalvi
|
Joel Grus
|
Wen-tau Yih
|
Antoine Bosselut
|
Peter Clark
|
Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation
Adam Poliak
|
Aparajita Haldar
|
Rachel Rudinger
|
J. Edward Hu
|
Ellie Pavlick
|
Aaron Steven White
|
Benjamin Van Durme
|
Textual Analogy Parsing: What’s Shared and What’s Compared among Analogous Facts
Matthew Lamm
|
Arun Chaganty
|
Christopher D. Manning
|
Dan Jurafsky
|
Percy Liang
|
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference
Rowan Zellers
|
Yonatan Bisk
|
Roy Schwartz
|
Yejin Choi
|
Associative Multichannel Autoencoder for Multimodal Word Representation
Shaonan Wang
|
Jiajun Zhang
|
Chengqing Zong
|
Multimodal Language Analysis with Recurrent Multistage Fusion
Paul Pu Liang
|
Ziyin Liu
|
AmirAli Bagher Zadeh
|
Louis-Philippe Morency
|
Temporally Grounding Natural Sentence in Video
Jingyuan Chen
|
Xinpeng Chen
|
Lin Ma
|
Zequn Jie
|
Tat-Seng Chua
|
Neural Segmental Hypergraphs for Overlapping Mention Recognition
Bailin Wang
|
Wei Lu
|
Variational Sequential Labelers for Semi-Supervised Learning
Mingda Chen
|
Qingming Tang
|
Karen Livescu
|
Kevin Gimpel
|
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
Edoardo Maria Ponti
|
Ivan Vulić
|
Goran Glavaš
|
Nikola Mrkšić
|
Anna Korhonen
|
Improving Cross-Lingual Word Embeddings by Meeting in the Middle
Yerai Doval
|
Jose Camacho-Collados
|
Luis Espinosa-Anke
|
Steven Schockaert
|
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse
Manaal Faruqui
|
Ellie Pavlick
|
Ian Tenney
|
Dipanjan Das
|
Neural Cross-Lingual Named Entity Recognition with Minimal Resources
Jiateng Xie
|
Zhilin Yang
|
Graham Neubig
|
Noah A. Smith
|
Jaime Carbonell
|
XL-NBT: A Cross-lingual Neural Belief Tracking Framework
Wenhu Chen
|
Jianshu Chen
|
Yu Su
|
Xin Wang
|
Dong Yu
|
Xifeng Yan
|
William Yang Wang
|
NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings
Ndapa Nakashole
|
SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach
Michael Petrochuk
|
Luke Zettlemoyer
|
Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension
Minjoon Seo
|
Tom Kwiatkowski
|
Ankur Parikh
|
Ali Farhadi
|
Hannaneh Hajishirzi
|
Cut to the Chase: A Context Zoom-in Network for Reading Comprehension
Sathish Reddy Indurthi
|
Seunghak Yu
|
Seohyun Back
|
Heriberto Cuayáhuitl
|
Why is unsupervised alignment of English embeddings from different algorithms so hard?
Mareike Hartmann
|
Yova Kementchedjhieva
|
Anders Søgaard
|
Quantifying Context Overlap for Training Word Embeddings
Yimeng Zhuang
|
Jinghui Xie
|
Yinhe Zheng
|
Xuan Zhu
|
Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space
Koki Washio
|
Tsuneaki Kato
|
Generalizing Word Embeddings using Bag of Subwords
Jinman Zhao
|
Sidharth Mudgal
|
Yingyu Liang
|
Neural Metaphor Detection in Context
Ge Gao
|
Eunsol Choi
|
Yejin Choi
|
Luke Zettlemoyer
|
Unsupervised Bilingual Lexicon Induction via Latent Variable Models
Zi-Yi Dou
|
Zhi-Hao Zhou
|
Shujian Huang
|
Exploring Optimism and Pessimism in Twitter Using Deep Learning
Cornelia Caragea
|
Liviu P. Dinu
|
Bogdan Dumitru
|
Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates
Di Chen
|
Jiachen Du
|
Lidong Bing
|
Ruifeng Xu
|
Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning
Chen Shi
|
Qi Chen
|
Lei Sha
|
Sujian Li
|
Xu Sun
|
Houfeng Wang
|
Lintao Zhang
|
Coherence-Aware Neural Topic Modeling
Ran Ding
|
Ramesh Nallapati
|
Bing Xiang
|
Topic Intrusion for Automatic Topic Model Evaluation
Shraey Bhatia
|
Jey Han Lau
|
Timothy Baldwin
|
Supervised Domain Enablement Attention for Personalized Domain Classification
Joo-Kyung Kim
|
Young-Bum Kim
|
Towards Dynamic Computation Graphs via Sparse Latent Structure
Vlad Niculae
|
André F. T. Martins
|
Claire Cardie
|
Convolutional Neural Networks with Recurrent Neural Filters
Yi Yang
|
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model
Kun Xu
|
Lingfei Wu
|
Zhiguo Wang
|
Mo Yu
|
Liwei Chen
|
Vadim Sheinin
|
SQL-to-Text Generation with Graph-to-Sequence Model
Kun Xu
|
Lingfei Wu
|
Zhiguo Wang
|
Yansong Feng
|
Vadim Sheinin
|
Toward Fast and Accurate Neural Discourse Segmentation
Yizhong Wang
|
Sujian Li
|
Jingfeng Yang
|
Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction
Ningyu Zhang
|
Shumin Deng
|
Zhanling Sun
|
Xi Chen
|
Wei Zhang
|
Huajun Chen
|
Put It Back: Entity Typing with Language Model Enhancement
Ji Xin
|
Hao Zhu
|
Xu Han
|
Zhiyuan Liu
|
Maosong Sun
|
A Neural Transition-based Model for Nested Mention Recognition
Bailin Wang
|
Wei Lu
|
Yu Wang
|
Hongxia Jin
|
Facts That Matter
Marco Ponza
|
Luciano Del Corro
|
Gerhard Weikum
|
Entity Tracking Improves Cloze-style Reading Comprehension
Luong Hoang
|
Sam Wiseman
|
Alexander Rush
|
Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification
Binxuan Huang
|
Kathleen Carley
|
Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks
Martin Schmitt
|
Simon Steinheber
|
Konrad Schreiber
|
Benjamin Roth
|
Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging
Nayeon Lee
|
Chien-Sheng Wu
|
Pascale Fung
|
Rational Recurrences
Hao Peng
|
Roy Schwartz
|
Sam Thomson
|
Noah A. Smith
|
Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation
Xiao Liu
|
Zhunchen Luo
|
Heyan Huang
|
RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
Shikhar Vashishth
|
Rishabh Joshi
|
Sai Suman Prayaga
|
Chiranjib Bhattacharyya
|
Partha Talukdar
|
Constituent Parsing as Sequence Labeling
Carlos Gómez-Rodríguez
|
David Vilares
|
TVQA: Localized, Compositional Video Question Answering
Jie Lei
|
Licheng Yu
|
Mohit Bansal
|
Tamara Berg
|
Localizing Moments in Video with Temporal Language
Lisa Anne Hendricks
|
Oliver Wang
|
Eli Shechtman
|
Josef Sivic
|
Trevor Darrell
|
Bryan Russell
|
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models
Mohammad Taher Pilehvar
|
Dimitri Kartsaklis
|
Victor Prokhorov
|
Nigel Collier
|
Streaming word similarity mining on the cheap
Olof Görnerup
|
Daniel Gillblad
|
Memory, Show the Way: Memory Based Few Shot Word Representation Learning
Jingyuan Sun
|
Shaonan Wang
|
Chengqing Zong
|
Disambiguated skip-gram model
Karol Grzegorczyk
|
Marcin Kurdziel
|
Dynamic Meta-Embeddings for Improved Sentence Representations
Douwe Kiela
|
Changhan Wang
|
Kyunghyun Cho
|
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images
Melissa Ailem
|
Bowen Zhang
|
Aurelien Bellet
|
Pascal Denis
|
Fei Sha
|
Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation
Murhaf Fares
|
Stephan Oepen
|
Erik Velldal
|
Dissecting Contextual Word Embeddings: Architecture and Representation
Matthew Peters
|
Mark Neumann
|
Luke Zettlemoyer
|
Wen-tau Yih
|
Preposition Sense Disambiguation and Representation
Hongyu Gong
|
Jiaqi Mu
|
Suma Bhat
|
Pramod Viswanath
|
Auto-Encoding Dictionary Definitions into Consistent Word Embeddings
Tom Bosc
|
Pascal Vincent
|
Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources
Gabriel Stanovsky
|
Mark Hopkins
|
Structured Alignment Networks for Matching Sentences
Yang Liu
|
Matt Gardner
|
Mirella Lapata
|
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference
Yi Tay
|
Anh Tuan Luu
|
Siu Cheung Hui
|
Convolutional Interaction Network for Natural Language Inference
Jingjing Gong
|
Xipeng Qiu
|
Xinchi Chen
|
Dong Liang
|
Xuanjing Huang
|
Lessons from Natural Language Inference in the Clinical Domain
Alexey Romanov
|
Chaitanya Shivade
|
Question Generation from SQL Queries Improves Neural Semantic Parsing
Daya Guo
|
Yibo Sun
|
Duyu Tang
|
Nan Duan
|
Jian Yin
|
Hong Chi
|
James Cao
|
Peng Chen
|
Ming Zhou
|
Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing
Jonathan Herzig
|
Jonathan Berant
|
A Span Selection Model for Semantic Role Labeling
Hiroki Ouchi
|
Hiroyuki Shindo
|
Yuji Matsumoto
|
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task
Tao Yu
|
Michihiro Yasunaga
|
Kai Yang
|
Rui Zhang
|
Dongxu Wang
|
Zifan Li
|
Dragomir Radev
|
What It Takes to Achieve 100% Condition Accuracy on WikiSQL
Semih Yavuz
|
Izzeddin Gur
|
Yu Su
|
Xifeng Yan
|
Predicting Semantic Relations using Global Graph Properties
Yuval Pinter
|
Jacob Eisenstein
|
Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling
Wei Li
|
Xinyan Xiao
|
Yajuan Lyu
|
Yuanzhuo Wang
|
evision PDF of 'Content Selection in Deep Learning Models of Summarization
Chris Kedzie
|
Kathleen McKeown
|
Hal Daumé III
|
Learning Context-Sensitive Convolutional Filters for Text Processing
Dinghan Shen
|
Martin Renqiang Min
|
Yitong Li
|
Lawrence Carin
|
Learning Neural Representation for CLIR with Adversarial Framework
Bo Li
|
Ping Cheng
|
Semi-Supervised Sequence Modeling with Cross-View Training
Kevin Clark
|
Minh-Thang Luong
|
Christopher D. Manning
|
Quoc Le
|
A Deterministic Algorithm for Bridging Anaphora Resolution
Yufang Hou
|
Neural Adaptation Layers for Cross-domain Named Entity Recognition
Bill Yuchen Lin
|
Wei Lu
|
MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller
Seohyun Back
|
Seunghak Yu
|
Sathish Reddy Indurthi
|
Jihie Kim
|
Jaegul Choo
|
Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension
Yi Tay
|
Anh Tuan Luu
|
Siu Cheung Hui
|
Cross-Pair Text Representations for Answer Sentence Selection
Kateryna Tymoshenko
|
Alessandro Moschitti
|
Knowledge Base Question Answering via Encoding of Complex Query Graphs
Kangqi Luo
|
Fengli Lin
|
Xusheng Luo
|
Kenny Zhu
|
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction
Yuhao Zhang
|
Peng Qi
|
Christopher D. Manning
|
N-ary Relation Extraction using Graph-State LSTM
Linfeng Song
|
Yue Zhang
|
Zhiguo Wang
|
Daniel Gildea
|
Decoupling Strategy and Generation in Negotiation Dialogues
He He
|
Derek Chen
|
Anusha Balakrishnan
|
Percy Liang
|
Large-scale Cloze Test Dataset Created by Teachers
Qizhe Xie
|
Guokun Lai
|
Zihang Dai
|
Eduard Hovy
|
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
Todor Mihaylov
|
Peter Clark
|
Tushar Khot
|
Ashish Sabharwal
|
A Unified Syntax-aware Framework for Semantic Role Labeling
Zuchao Li
|
Shexia He
|
Jiaxun Cai
|
Zhuosheng Zhang
|
Hai Zhao
|
Gongshen Liu
|
Linlin Li
|
Luo Si
|
Semantics as a Foreign Language
Gabriel Stanovsky
|
Ido Dagan
|
An AMR Aligner Tuned by Transition-based Parser
Yijia Liu
|
Wanxiang Che
|
Bo Zheng
|
Bing Qin
|
Ting Liu
|
Unsupervised Cross-lingual Transfer of Word Embedding Spaces
Ruochen Xu
|
Yiming Yang
|
Naoki Otani
|
Yuexin Wu
|
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition
Tao Ge
|
Qing Dou
|
Heng Ji
|
Lei Cui
|
Baobao Chang
|
Zhifang Sui
|
Furu Wei
|
Ming Zhou
|
WECA: A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition
Yufeng Diao
|
Hongfei Lin
|
Di Wu
|
Liang Yang
|
Kan Xu
|
Zhihao Yang
|
Jian Wang
|
Shaowu Zhang
|
Bo Xu
|
Dongyu Zhang
|
A Challenge Set and Methods for Noun-Verb Ambiguity
Ali Elkahky
|
Kellie Webster
|
Daniel Andor
|
Emily Pitler
|
Learning Better Internal Structure of Words for Sequence Labeling
Yingwei Xin
|
Ethan Hart
|
Vibhuti Mahajan
|
Jean-David Ruvini
|
Commonsense Justification for Action Explanation
Shaohua Yang
|
Qiaozi Gao
|
Sari Sadiya
|
Joyce Chai
|
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation
Xiaoxue Zang
|
Ashwini Pokle
|
Marynel Vázquez
|
Kevin Chen
|
Juan Carlos Niebles
|
Alvaro Soto
|
Silvio Savarese
|
Syntax Encoding with Application in Authorship Attribution
Richong Zhang
|
Zhiyuan Hu
|
Hongyu Guo
|
Yongyi Mao
|
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations
Sonal Gupta
|
Rushin Shah
|
Mrinal Mohit
|
Anuj Kumar
|
Mike Lewis
|
Evaluating the Utility of Hand-crafted Features in Sequence Labelling
Minghao Wu
|
Fei Liu
|
Trevor Cohn
|
Bayesian Compression for Natural Language Processing
Nadezhda Chirkova
|
Ekaterina Lobacheva
|
Dmitry Vetrov
|
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts
Di Jin
|
Peter Szolovits
|
Investigating Capsule Networks with Dynamic Routing for Text Classification
Min Yang
|
Wei Zhao
|
Jianbo Ye
|
Zeyang Lei
|
Zhou Zhao
|
Soufei Zhang
|
Topic Memory Networks for Short Text Classification
Jichuan Zeng
|
Jing Li
|
Yan Song
|
Cuiyun Gao
|
Michael R. Lyu
|
Irwin King
|
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations
Aditi Chaudhary
|
Chunting Zhou
|
Lori Levin
|
Graham Neubig
|
David R. Mortensen
|
Jaime Carbonell
|
A Computational Exploration of Exaggeration
Enrica Troiano
|
Carlo Strapparava
|
Gözde Özbal
|
Serra Sinem Tekiroğlu
|
Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models
Anne Lauscher
|
Goran Glavaš
|
Simone Paolo Ponzetto
|
Kai Eckert
|
Causal Explanation Analysis on Social Media
Youngseo Son
|
Nipun Bayas
|
H. Andrew Schwartz
|
IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis
Navonil Majumder
|
Soujanya Poria
|
Alexander Gelbukh
|
Md. Shad Akhtar
|
Erik Cambria
|
Asif Ekbal
|
Limbic: Author-Based Sentiment Aspect Modeling Regularized with Word Embeddings and Discourse Relations
Zhe Zhang
|
Munindar Singh
|
Multi-grained Attention Network for Aspect-Level Sentiment Classification
Feifan Fan
|
Yansong Feng
|
Dongyan Zhao
|
Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification
Yi Tay
|
Anh Tuan Luu
|
Siu Cheung Hui
|
Jian Su
|
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification
Ruidan He
|
Wee Sun Lee
|
Hwee Tou Ng
|
Daniel Dahlmeier
|
ExtRA: Extracting Prominent Review Aspects from Customer Feedback
Zhiyi Luo
|
Shanshan Huang
|
Frank F. Xu
|
Bill Yuchen Lin
|
Hanyuan Shi
|
Kenny Zhu
|
Phrase-level Self-Attention Networks for Universal Sentence Encoding
Wei Wu
|
Houfeng Wang
|
Tianyu Liu
|
Shuming Ma
|
BanditSum: Extractive Summarization as a Contextual Bandit
Yue Dong
|
Yikang Shen
|
Eric Crawford
|
Herke van Hoof
|
Jackie Chi Kit Cheung
|
A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification
Mounica Maddela
|
Wei Xu
|
Syntactic Scaffolds for Semantic Structures
Swabha Swayamdipta
|
Sam Thomson
|
Kenton Lee
|
Luke Zettlemoyer
|
Chris Dyer
|
Noah A. Smith
|
Hierarchical Quantized Representations for Script Generation
Noah Weber
|
Leena Shekhar
|
Niranjan Balasubramanian
|
Nathanael Chambers
|
Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks
Yao Zhao
|
Xiaochuan Ni
|
Yuanyuan Ding
|
Qifa Ke
|
Answer-focused and Position-aware Neural Question Generation
Xingwu Sun
|
Jing Liu
|
Yajuan Lyu
|
Wei He
|
Yanjun Ma
|
Shi Wang
|
Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity
Xinnuo Xu
|
Ondřej Dušek
|
Ioannis Konstas
|
Verena Rieser
|
Iterative Document Representation Learning Towards Summarization with Polishing
Xiuying Chen
|
Shen Gao
|
Chongyang Tao
|
Yan Song
|
Dongyan Zhao
|
Rui Yan
|
Bottom-Up Abstractive Summarization
Sebastian Gehrmann
|
Yuntian Deng
|
Alexander Rush
|
A Nil-Aware Answer Extraction Framework for Question Answering
Souvik Kundu
|
Hwee Tou Ng
|
Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks
Biao Zhang
|
Deyi Xiong
|
Jinsong Su
|
Qian Lin
|
Huiji Zhang
|
Deep Attentive Sentence Ordering Network
Baiyun Cui
|
Yingming Li
|
Ming Chen
|
Zhongfei Zhang
|
Getting to “Hearer-old”: Charting Referring Expressions Across Time
Ieva Staliūnaitė
|
Hannah Rohde
|
Bonnie Webber
|
Annie Louis
|
Why Swear? Analyzing and Inferring the Intentions of Vulgar Expressions
Eric Holgate
|
Isabel Cachola
|
Daniel Preoţiuc-Pietro
|
Junyi Jessy Li
|
Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences
Yi Tay
|
Anh Tuan Luu
|
Siu Cheung Hui
|
Word Mover’s Embedding: From Word2Vec to Document Embedding
Lingfei Wu
|
Ian En-Hsu Yen
|
Kun Xu
|
Fangli Xu
|
Avinash Balakrishnan
|
Pin-Yu Chen
|
Pradeep Ravikumar
|
Michael J. Witbrock
|
On Tree-Based Neural Sentence Modeling
Haoyue Shi
|
Hao Zhou
|
Jiaze Chen
|
Lei Li
|
Joint Learning for Targeted Sentiment Analysis
Dehong Ma
|
Sujian Li
|
Houfeng Wang
|
Revisiting the Importance of Encoding Logic Rules in Sentiment Classification
Kalpesh Krishna
|
Preethi Jyothi
|
Mohit Iyyer
|
Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference Resolution
Hongyin Luo
|
Jim Glass
|
Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings
Hong-You Chen
|
Cheng-Syuan Lee
|
Keng-Te Liao
|
Shou-De Lin
|
Refining Pretrained Word Embeddings Using Layer-wise Relevance Propagation
Akira Utsumi
|
Learning Gender-Neutral Word Embeddings
Jieyu Zhao
|
Yichao Zhou
|
Zeyu Li
|
Wei Wang
|
Kai-Wei Chang
|
Learning Concept Abstractness Using Weak Supervision
Ella Rabinovich
|
Benjamin Sznajder
|
Artem Spector
|
Ilya Shnayderman
|
Ranit Aharonov
|
David Konopnicki
|
Noam Slonim
|
InferLite: Simple Universal Sentence Representations from Natural Language Inference Data
Jamie Kiros
|
William Chan
|
What can we learn from Semantic Tagging?
Mostafa Abdou
|
Artur Kulmizev
|
Vinit Ravishankar
|
Lasha Abzianidze
|
Johan Bos
|
Bridging Knowledge Gaps in Neural Entailment via Symbolic Models
Dongyeop Kang
|
Tushar Khot
|
Ashish Sabharwal
|
Peter Clark
|
Linguistically-Informed Self-Attention for Semantic Role Labeling
Emma Strubell
|
Patrick Verga
|
Daniel Andor
|
David Weiss
|
Andrew McCallum
|
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package
Ajay Patel
|
Alexander Sands
|
Chris Callison-Burch
|
Marianna Apidianaki
|
PizzaPal: Conversational Pizza Ordering using a High-Density Conversational AI Platform
Antoine Raux
|
Yi Ma
|
Paul Yang
|
Felicia Wong
|
Neural Tree Indexers for Text Understanding
Tsendsuren Munkhdalai
|
Hong Yu
|
Learning Compositionality Functions on Word Embeddings for Modelling Attribute Meaning in Adjective-Noun Phrases
Matthias Hartung
|
Fabian Kaupmann
|
Soufian Jebbara
|
Philipp Cimiano
|
Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection
Vered Shwartz
|
Enrico Santus
|
Dominik Schlechtweg
|
Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network
Kim Anh Nguyen
|
Sabine Schulte im Walde
|
Ngoc Thang Vu
|
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation
Ivan Vulić
|
Douwe Kiela
|
Anna Korhonen
|
A Systematic Study of Neural Discourse Models for Implicit Discourse Relation
Attapol Rutherford
|
Vera Demberg
|
Nianwen Xue
|
Neural Semantic Encoders
Tsendsuren Munkhdalai
|
Hong Yu
|
Out-of-domain FrameNet Semantic Role Labeling
Silvana Hartmann
|
Ilia Kuznetsov
|
Teresa Martin
|
Iryna Gurevych
|
Dependency Parsing as Head Selection
Xingxing Zhang
|
Jianpeng Cheng
|
Mirella Lapata
|
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching
Wenpeng Yin
|
Hinrich Schütze
|
Learning to Predict Denotational Probabilities For Modeling Entailment
Alice Lai
|
Julia Hockenmaier
|
Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm
Pascal Denis
|
Liva Ralaivola
|
Nonsymbolic Text Representation
Hinrich Schütze
|
Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings
Abhishek Abhishek
|
Ashish Anand
|
Amit Awekar
|
Building Lexical Vector Representations from Concept Definitions
Danilo Silva de Carvalho
|
Minh Le Nguyen
|
Cross-Lingual Word Embeddings for Low-Resource Language Modeling
Oliver Adams
|
Adam Makarucha
|
Graham Neubig
|
Steven Bird
|
Trevor Cohn
|
Distributed Document and Phrase Co-embeddings for Descriptive Clustering
Motoki Sato
|
Austin J. Brockmeier
|
Georgios Kontonatsios
|
Tingting Mu
|
John Y. Goulermas
|
Jun’ichi Tsujii
|
Sophia Ananiadou
|
Neural Architectures for Fine-grained Entity Type Classification
Sonse Shimaoka
|
Pontus Stenetorp
|
Kentaro Inui
|
Sebastian Riedel
|
Robust Training under Linguistic Adversity
Yitong Li
|
Trevor Cohn
|
Timothy Baldwin
|
A Rich Morphological Tagger for English: Exploring the Cross-Linguistic Tradeoff Between Morphology and Syntax
Christo Kirov
|
John Sylak-Glassman
|
Rebecca Knowles
|
Ryan Cotterell
|
Matt Post
|
Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis
Ryan Cotterell
|
Adam Poliak
|
Benjamin Van Durme
|
Jason Eisner
|
PP Attachment: Where do We Stand?
Daniël de Kok
|
Jianqiang Ma
|
Corina Dima
|
Erhard Hinrichs
|
Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources
Mohammad Taher Pilehvar
|
Nigel Collier
|
How Well Can We Predict Hypernyms from Word Embeddings? A Dataset-Centric Analysis
Ivan Sanchez
|
Sebastian Riedel
|
Measuring Topic Coherence through Optimal Word Buckets
Nitin Ramrakhiyani
|
Sachin Pawar
|
Swapnil Hingmire
|
Girish Palshikar
|
Unsupervised Dialogue Act Induction using Gaussian Mixtures
Tomáš Brychcín
|
Pavel Král
|
Efficient, Compositional, Order-sensitive n-gram Embeddings
Adam Poliak
|
Pushpendre Rastogi
|
M. Patrick Martin
|
Benjamin Van Durme
|
Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language
Maximilian Köper
|
Sabine Schulte im Walde
|
Predicting Emotional Word Ratings using Distributional Representations and Signed Clustering
João Sedoc
|
Daniel Preoţiuc-Pietro
|
Lyle Ungar
|
Attention Modeling for Targeted Sentiment
Jiangming Liu
|
Yue Zhang
|
Neural Temporal Relation Extraction
Dmitriy Dligach
|
Timothy Miller
|
Chen Lin
|
Steven Bethard
|
Guergana Savova
|
End-to-End Trainable Attentive Decoder for Hierarchical Entity Classification
Sanjeev Karn
|
Ulli Waltinger
|
Hinrich Schütze
|
Building Web-Interfaces for Vector Semantic Models with the WebVectors Toolkit
Andrey Kutuzov
|
Elizaveta Kuzmenko
|
Word Ordering as Unsupervised Learning Towards Syntactically Plausible Word Representations
Noriki Nishida
|
Hideki Nakayama
|
Natural Language Inference from Multiple Premises
Alice Lai
|
Yonatan Bisk
|
Julia Hockenmaier
|
Enabling Transitivity for Lexical Inference on Chinese Verbs Using Probabilistic Soft Logic
Wei-Chung Wang
|
Lun-Wei Ku
|
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF
Yan Shao
|
Christian Hardmeier
|
Jörg Tiedemann
|
Joakim Nivre
|
Geographical Evaluation of Word Embeddings
Michal Konkol
|
Tomáš Brychcín
|
Michal Nykl
|
Tomáš Hercig
|
A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification
Ye Zhang
|
Byron Wallace
|
Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion
Olivier Ferret
|
Text Sentiment Analysis based on Fusion of Structural Information and Serialization Information
Ling Gan
|
Houyu Gong
|
Length, Interchangeability, and External Knowledge: Observations from Predicting Argument Convincingness
Peter Potash
|
Robin Bhattacharya
|
Anna Rumshisky
|
WiNER: A Wikipedia Annotated Corpus for Named Entity Recognition
Abbas Ghaddar
|
Phillippe Langlais
|
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification
Yizhong Wang
|
Sujian Li
|
Jingfeng Yang
|
Xu Sun
|
Houfeng Wang
|
Cross-Lingual Sentiment Analysis Without (Good) Translation
Mohamed Abdalla
|
Graeme Hirst
|
Implicit Syntactic Features for Target-dependent Sentiment Analysis
Yuze Gao
|
Yue Zhang
|
Tong Xiao
|
Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising
Yiping Jin
|
Dittaya Wanvarie
|
Phu Le
|
Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields
Fei Liu
|
Timothy Baldwin
|
Trevor Cohn
|
Measuring Semantic Relations between Human Activities
Steven Wilson
|
Rada Mihalcea
|
Recognizing Explicit and Implicit Hate Speech Using a Weakly Supervised Two-path Bootstrapping Approach
Lei Gao
|
Alexis Kuppersmith
|
Ruihong Huang
|
Selective Decoding for Cross-lingual Open Information Extraction
Sheng Zhang
|
Kevin Duh
|
Benjamin Van Durme
|
Open Relation Extraction and Grounding
Dian Yu
|
Lifu Huang
|
Heng Ji
|
Integrating Subject, Type, and Property Identification for Simple Question Answering over Knowledge Base
Wei-Chuan Hsiao
|
Hen-Hsen Huang
|
Hsin-Hsi Chen
|
Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework
Aaron Steven White
|
Pushpendre Rastogi
|
Kevin Duh
|
Benjamin Van Durme
|
Multilingual Hierarchical Attention Networks for Document Classification
Nikolaos Pappas
|
Andrei Popescu-Belis
|
Learning Kernels over Strings using Gaussian Processes
Daniel Beck
|
Trevor Cohn
|
Segment-Level Neural Conditional Random Fields for Named Entity Recognition
Motoki Sato
|
Hiroyuki Shindo
|
Ikuya Yamada
|
Yuji Matsumoto
|
Injecting Word Embeddings with Another Language’s Resource : An Application of Bilingual Embeddings
Prakhar Pandey
|
Vikram Pudi
|
Manish Shrivastava
|
Modelling Representation Noise in Emotion Analysis using Gaussian Processes
Daniel Beck
|
Are Manually Prepared Affective Lexicons Really Useful for Sentiment Analysis
Minglei Li
|
Qin Lu
|
Yunfei Long
|
MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews
Wei Xue
|
Wubai Zhou
|
Tao Li
|
Qing Wang
|
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning
Ta-Chung Chi
|
Po-Chun Chen
|
Shang-Yu Su
|
Yun-Nung Chen
|
Taking into account Inter-sentence Similarity for Update Summarization
Maâli Mnasri
|
Gaël de Chalendar
|
Olivier Ferret
|
Hyperspherical Query Likelihood Models with Word Embeddings
Ryo Masumura
|
Taichi Asami
|
Hirokazu Masataki
|
Kugatsu Sadamitsu
|
Kyosuke Nishida
|
Ryuichiro Higashinaka
|
Correlation Analysis of Chronic Obstructive Pulmonary Disease (COPD) and its Biomarkers Using the Word Embeddings
Byeong-Hun Yoon
|
Yu-Seop Kim
|
Leveraging Diverse Lexical Chains to Construct Essays for Chinese College Entrance Examination
Liunian Li
|
Xiaojun Wan
|
Jin-ge Yao
|
Siming Yan
|
IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases
Liang-Chih Yu
|
Lung-Hao Lee
|
Jin Wang
|
Kam-Fai Wong
|
IIIT-H at IJCNLP-2017 Task 3: A Bidirectional-LSTM Approach for Review Opinion Diversification
Pruthwik Mishra
|
Prathyusha Danda
|
Silpa Kanneganti
|
Soujanya Lanka
|
LDCCNLP at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases Using Machine Learning
Peng Zhong
|
Jingbin Wang
|
CKIP at IJCNLP-2017 Task 2: Neural Valence-Arousal Prediction for Phrases
Peng-Hsuan Li
|
Wei-Yun Ma
|
Hsin-Yang Wang
|
Alibaba at IJCNLP-2017 Task 2: A Boosted Deep System for Dimensional Sentiment Analysis of Chinese Phrases
Xin Zhou
|
Jian Wang
|
Xu Xie
|
Changlong Sun
|
Luo Si
|
SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model
Shuying Lin
|
Huosheng Xie
|
Liang-Chih Yu
|
K. Robert Lai
|
IIIT-H at IJCNLP-2017 Task 4: Customer Feedback Analysis using Machine Learning and Neural Network Approaches
Prathyusha Danda
|
Pruthwik Mishra
|
Silpa Kanneganti
|
Soujanya Lanka
|
YNU-HPCC at IJCNLP-2017 Task 4: Attention-based Bi-directional GRU Model for Customer Feedback Analysis Task of English
Nan Wang
|
Jin Wang
|
Xuejie Zhang
|
IITP at IJCNLP-2017 Task 4: Auto Analysis of Customer Feedback using CNN and GRU Network
Deepak Gupta
|
Pabitra Lenka
|
Harsimran Bedi
|
Asif Ekbal
|
Pushpak Bhattacharyya
|
MappSent at IJCNLP-2017 Task 5: A Textual Similarity Approach Applied to Multi-choice Question Answering in Examinations
Amir Hazem
|
YNU-HPCC at IJCNLP-2017 Task 5: Multi-choice Question Answering in Exams Using an Attention-based LSTM Model
Hang Yuan
|
You Zhang
|
Jin Wang
|
Xuejie Zhang
|
JU NITM at IJCNLP-2017 Task 5: A Classification Approach for Answer Selection in Multi-choice Question Answering System
Sandip Sarkar
|
Dipankar Das
|
Partha Pakray
|
Last Words: Computational Linguistics and Deep Learning
Christopher D. Manning
|
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks
Lizhen Qu
|
Gabriela Ferraro
|
Liyuan Zhou
|
Weiwei Hou
|
Nathan Schneider
|
Timothy Baldwin
|
Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction
Roy Schwartz
|
Roi Reichart
|
Ari Rappoport
|
Neighborhood Mixture Model for Knowledge Base Completion
Dat Quoc Nguyen
|
Kairit Sirts
|
Lizhen Qu
|
Mark Johnson
|
Analyzing Learner Understanding of Novel L2 Vocabulary
Rebecca Knowles
|
Adithya Renduchintala
|
Philipp Koehn
|
Jason Eisner
|
Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation
Ikuya Yamada
|
Hiroyuki Shindo
|
Hideaki Takeda
|
Yoshiyasu Takefuji
|
Semi-supervised Convolutional Networks for Translation Adaptation with Tiny Amount of In-domain Data
Boxing Chen
|
Fei Huang
|
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training
Massimiliano Mancini
|
Jose Camacho-Collados
|
Ignacio Iacobacci
|
Roberto Navigli
|
Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding
Shoaib Jameel
|
Steven Schockaert
|
Learning Word Representations with Regularization from Prior Knowledge
Yan Song
|
Chia-Jung Lee
|
Fei Xia
|
Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring
Fei Dong
|
Yue Zhang
|
Jie Yang
|
A Joint Model for Semantic Sequences: Frames, Entities, Sentiments
Haoruo Peng
|
Snigdha Chaturvedi
|
Dan Roth
|
Making Neural QA as Simple as Possible but not Simpler
Dirk Weissenborn
|
Georg Wiese
|
Laura Seiffe
|
Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text
Desh Raj
|
Sunil Sahu
|
Ashish Anand
|
Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks
Van-Khanh Tran
|
Le-Minh Nguyen
|
Embedded-State Latent Conditional Random Fields for Sequence Labeling
Dung Thai
|
Sree Harsha Ramesh
|
Shikhar Murty
|
Luke Vilnis
|
Andrew McCallum
|
Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension
Matthias Blohm
|
Glorianna Jagfeld
|
Ekta Sood
|
Xiang Yu
|
Ngoc Thang Vu
|
Learning to Embed Semantic Correspondence for Natural Language Understanding
Sangkeun Jung
|
Jinsik Lee
|
Jiwon Kim
|
Multi-Modal Sequence Fusion via Recursive Attention for Emotion Recognition
Rory Beard
|
Ritwik Das
|
Raymond W. M. Ng
|
P. G. Keerthana Gopalakrishnan
|
Luka Eerens
|
Pawel Swietojanski
|
Ondrej Miksik
|
Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge
Steven Derby
|
Paul Miller
|
Brian Murphy
|
Barry Devereux
|
Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic Evaluation
Mikel Artetxe
|
Gorka Labaka
|
Iñigo Lopez-Gazpio
|
Eneko Agirre
|
Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games
Judy Hanwen Shen
|
Matthias Hofer
|
Bjarke Felbo
|
Roger Levy
|
Sequence Classification with Human Attention
Maria Barrett
|
Joachim Bingel
|
Nora Hollenstein
|
Marek Rei
|
Anders Søgaard
|
Weakly-Supervised Neural Semantic Parsing with a Generative Ranker
Jianpeng Cheng
|
Mirella Lapata
|
Vectorial Semantic Spaces Do Not Encode Human Judgments of Intervention Similarity
Paola Merlo
|
Francesco Ackermann
|
Unsupervised Sentence Compression using Denoising Auto-Encoders
Thibault Fevry
|
Jason Phang
|
Resources to Examine the Quality of Word Embedding Models Trained on n-Gram Data
Ábel Elekes
|
Adrian Englhardt
|
Martin Schäler
|
Klemens Böhm
|
Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP)
Trevor Cohen
|
Dominic Widdows
|
The Lifted Matrix-Space Model for Semantic Composition
WooJin Chung
|
Sheng-Fu Wang
|
Samuel Bowman
|
Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces
Thomas Ager
|
Ondřej Kuželka
|
Steven Schockaert
|
Aiming to Know You Better Perhaps Makes Me a More Engaging Dialogue Partner
Yury Zemlyanskiy
|
Fei Sha
|
From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information
Hengru Xu
|
Shen Li
|
Renfen Hu
|
Si Li
|
Sheng Gao
|
Evaluating a Topic Modelling Approach to Measuring Corpus Similarity
Richard Fothergill
|
Paul Cook
|
Timothy Baldwin
|
Word Embedding Evaluation and Combination
Sahar Ghannay
|
Benoit Favre
|
Yannick Estève
|
Nathalie Camelin
|
Punctuation Prediction for Unsegmented Transcript Based on Word Vector
Xiaoyin Che
|
Cheng Wang
|
Haojin Yang
|
Christoph Meinel
|
Neural Scoring Function for MST Parser
Jindřich Libovický
|
mwetoolkit+sem: Integrating Word Embeddings in the mwetoolkit for Semantic MWE Processing
Silvio Cordeiro
|
Carlos Ramisch
|
Aline Villavicencio
|
Best of Both Worlds: Making Word Sense Embeddings Interpretable
Alexander Panchenko
|
Benchmarking Lexical Simplification Systems
Gustavo Paetzold
|
Lucia Specia
|
Spanish Word Vectors from Wikipedia
Mathias Etcheverry
|
Dina Wonsever
|
Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource
Stéphan Tulkens
|
Chris Emmery
|
Walter Daelemans
|
The hunvec framework for NN-CRF-based sequential tagging
Katalin Pajkossy
|
Attila Zséder
|
Studying the Temporal Dynamics of Word Co-occurrences: An Application to Event Detection
Daniel Preoţiuc-Pietro
|
P. K. Srijith
|
Mark Hepple
|
Trevor Cohn
|
Medical Concept Embeddings via Labeled Background Corpora
Eneldo Loza Mencía
|
Gerard de Melo
|
Jinseok Nam
|
Cross-Lingual Generation and Evaluation of a Wide-Coverage Lexical Semantic Resource
Attila Novák
|
Borbála Novák
|
Advances in Pre-Training Distributed Word Representations
Tomas Mikolov
|
Edouard Grave
|
Piotr Bojanowski
|
Christian Puhrsch
|
Armand Joulin
|
A Corpus for Modeling Word Importance in Spoken Dialogue Transcripts
Sushant Kafle
|
Matt Huenerfauth
|
Simple Large-scale Relation Extraction from Unstructured Text
Christos Christodoulopoulos
|
Arpit Mittal
|
Joint Learning of Sense and Word Embeddings
Mohammed Alsuhaibani
|
Danushka Bollegala
|
A Corpus to Learn Refer-to-as Relations for Nominals
Wasi Ahmad
|
Kai-Wei Chang
|
Chinese Relation Classification using Long Short Term Memory Networks
Linrui Zhang
|
Dan Moldovan
|
Sentiment-Stance-Specificity (SSS) Dataset: Identifying Support-based Entailment among Opinions.
Pavithra Rajendran
|
Danushka Bollegala
|
Simon Parsons
|
Multilingual Multi-class Sentiment Classification Using Convolutional Neural Networks
Mohammed Attia
|
Younes Samih
|
Ali Elkahky
|
Laura Kallmeyer
|
A Large Self-Annotated Corpus for Sarcasm
Mikhail Khodak
|
Nikunj Saunshi
|
Kiran Vodrahalli
|
English-Basque Statistical and Neural Machine Translation
Inigo Jauregi Unanue
|
Lierni Garmendia Arratibel
|
Ehsan Zare Borzeshi
|
Massimo Piccardi
|
Constructing High Quality Sense-specific Corpus and Word Embedding via Unsupervised Elimination of Pseudo Multi-sense
Haoyue Shi
|
Xihao Wang
|
Yuqi Sun
|
Junfeng Hu
|
Urdu Word Embeddings
Samar Haider
|
Retrofitting Word Representations for Unsupervised Sense Aware Word Similarities
Steffen Remus
|
Chris Biemann
|
A Comparison Of Emotion Annotation Schemes And A New Annotated Data Set
Ian Wood
|
John P. McCrae
|
Vladimir Andryushechkin
|
Paul Buitelaar
|
Indra: A Word Embedding and Semantic Relatedness Server
Juliano Efson Sales
|
Leonardo Souza
|
Siamak Barzegar
|
Brian Davis
|
André Freitas
|
Siegfried Handschuh
|
The New Propbank: Aligning Propbank with AMR through POS Unification
Tim O’Gorman
|
Sameer Pradhan
|
Martha Palmer
|
Julia Bonn
|
Katie Conger
|
James Gung
|
Performance Impact Caused by Hidden Bias of Training Data for Recognizing Textual Entailment
Masatoshi Tsuchiya
|
Evaluation of Croatian Word Embeddings
Lukáš Svoboda
|
Slobodan Beliga
|
EmotionLines: An Emotion Corpus of Multi-Party Conversations
Chao-Chun Hsu
|
Sheng-Yeh Chen
|
Chuan-Chun Kuo
|
Ting-Hao Huang
|
Lun-Wei Ku
|
SentEval: An Evaluation Toolkit for Universal Sentence Representations
Alexis Conneau
|
Douwe Kiela
|
A Deep Neural Network based Approach for Entity Extraction in Code-Mixed Indian Social Media Text
Deepak Gupta
|
Asif Ekbal
|
Pushpak Bhattacharyya
|
Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl
Alexander Panchenko
|
Eugen Ruppert
|
Stefano Faralli
|
Simone P. Ponzetto
|
Chris Biemann
|
Lexical and Semantic Features for Cross-lingual Text Reuse Classification: an Experiment in English and Latin Paraphrases
Maria Moritz
|
David Steding
|
MGAD: Multilingual Generation of Analogy Datasets
Mostafa Abdou
|
Artur Kulmizev
|
Vinit Ravishankar
|
Finely Tuned, 2 Billion Token Based Word Embeddings for Portuguese
João Rodrigues
|
António Branco
|
Experiments with Convolutional Neural Networks for Multi-Label Authorship Attribution
Dainis Boumber
|
Yifan Zhang
|
Arjun Mukherjee
|
A Neural Network Model for Part-Of-Speech Tagging of Social Media Texts
Sara Meftah
|
Nasredine Semmar
|
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages
Benjamin Heinzerling
|
Michael Strube
|
Incorporating Semantic Attention in Video Description Generation
Natsuda Laokulrat
|
Naoaki Okazaki
|
Hideki Nakayama
|
Simulating ASR errors for training SLU systems
Edwin Simonnet
|
Sahar Ghannay
|
Nathalie Camelin
|
Yannick Estève
|
Grounding Gradable Adjectives through Crowdsourcing
Rebecca Sharp
|
Mithun Paul
|
Ajay Nagesh
|
Dane Bell
|
Mihai Surdeanu
|
Learning Word Vectors for 157 Languages
Edouard Grave
|
Piotr Bojanowski
|
Prakhar Gupta
|
Armand Joulin
|
Tomas Mikolov
|
Annotating Educational Questions for Student Response Analysis
Andreea Godea
|
Rodney Nielsen
|
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge
Simon Ostermann
|
Ashutosh Modi
|
Michael Roth
|
Stefan Thater
|
Manfred Pinkal
|
You Tweet What You Speak: A City-Level Dataset of Arabic Dialects
Muhammad Abdul-Mageed
|
Hassan Alhuzali
|
Mohamed Elaraby
|
Modeling Trolling in Social Media Conversations
Luis Gerardo Mojica de la Vega
|
Vincent Ng
|
Baselines and Test Data for Cross-Lingual Inference
Željko Agić
|
Natalie Schluter
|
The brWaC Corpus: A New Open Resource for Brazilian Portuguese
Jorge A. Wagner Filho
|
Rodrigo Wilkens
|
Marco Idiart
|
Aline Villavicencio
|
BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset
Hanieh Poostchi
|
Ehsan Zare Borzeshi
|
Massimo Piccardi
|
Unsupervised Induction of Semantic Roles within a Reconstruction-Error Minimization Framework
Ivan Titov
|
Ehsan Khoddam
|
Multiview LSA: Representation Learning via Generalized CCA
Pushpendre Rastogi
|
Benjamin Van Durme
|
Raman Arora
|
Unsupervised Dependency Parsing: Let’s Use Supervised Parsers
Phong Le
|
Willem Zuidema
|
Incorporating Word Correlation Knowledge into Topic Modeling
Pengtao Xie
|
Diyi Yang
|
Eric Xing
|
Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval
Xiaodong Liu
|
Jianfeng Gao
|
Xiaodong He
|
Li Deng
|
Kevin Duh
|
Ye-yi Wang
|
Word Embedding-based Antonym Detection using Thesauri and Distributional Information
Masataka Ono
|
Makoto Miwa
|
Yutaka Sasaki
|
Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers
Anupam Guha
|
Mohit Iyyer
|
Danny Bouman
|
Jordan Boyd-Graber
|
Distributed Representations of Words to Guide Bootstrapped Entity Classifiers
Sonal Gupta
|
Christopher D. Manning
|
Unsupervised Sparse Vector Densification for Short Text Similarity
Yangqiu Song
|
Dan Roth
|
Retrofitting Word Vectors to Semantic Lexicons
Manaal Faruqui
|
Jesse Dodge
|
Sujay Kumar Jauhar
|
Chris Dyer
|
Eduard Hovy
|
Noah A. Smith
|
Unsupervised Morphology Induction Using Word Embeddings
Radu Soricut
|
Franz Och
|
Counter-fitting Word Vectors to Linguistic Constraints
Nikola Mrkšić
|
Diarmuid Ó Séaghdha
|
Blaise Thomson
|
Milica Gašić
|
Lina M. Rojas-Barahona
|
Pei-Hao Su
|
David Vandyke
|
Tsung-Hsien Wen
|
Steve Young
|
Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings
Spandana Gella
|
Mirella Lapata
|
Frank Keller
|
Dynamic Feature Induction: The Last Gist to the State-of-the-Art
Jinho D. Choi
|
Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer
Eunsuk Yang
|
Young-Bum Kim
|
Ruhi Sarikaya
|
Yu-Seop Kim
|
Top-down Tree Long Short-Term Memory Networks
Xingxing Zhang
|
Liang Lu
|
Mirella Lapata
|
Expectation-Regulated Neural Model for Event Mention Extraction
Ching-Yun Chang
|
Zhiyang Teng
|
Yue Zhang
|
Symmetric Patterns and Coordinations: Fast and Enhanced Representations of Verbs and Adjectives
Roy Schwartz
|
Roi Reichart
|
Ari Rappoport
|
Learning Distributed Word Representations For Bidirectional LSTM Recurrent Neural Network
Peilu Wang
|
Yao Qian
|
Frank K. Soong
|
Lei He
|
Hai Zhao
|
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification
Aditya Mogadala
|
Achim Rettinger
|
Ultradense Word Embeddings by Orthogonal Transformation
Sascha Rothe
|
Sebastian Ebert
|
Hinrich Schütze
|
Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement
Hua He
|
Jimmy Lin
|
Right-truncatable Neural Word Embeddings
Jun Suzuki
|
Masaaki Nagata
|
The Instantiation Discourse Relation: A Corpus Analysis of Its Properties and Improved Detection
Junyi Jessy Li
|
Ani Nenkova
|
Sparse Bilingual Word Representations for Cross-lingual Lexical Entailment
Yogarshi Vyas
|
Marine Carpuat
|
Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings
Yuan Zhang
|
David Gaddy
|
Regina Barzilay
|
Tommi Jaakkola
|
Lexical Coherence Graph Modeling Using Word Embeddings
Mohsen Mesgar
|
Michael Strube
|
Learning Natural Language Inference with LSTM
Shuohang Wang
|
Jing Jiang
|
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents
Rui Zhang
|
Honglak Lee
|
Dragomir R. Radev
|
Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships
Mohit Iyyer
|
Anupam Guha
|
Snigdha Chaturvedi
|
Jordan Boyd-Graber
|
Hal Daumé III
|
An End-to-end Approach to Learning Semantic Frames with Feedforward Neural Network
Yukun Feng
|
Yipei Xu
|
Dong Yu
|
Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn’t.
Anna Gladkova
|
Aleksandr Drozd
|
Satoshi Matsuoka
|
Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss
Peng Xu
|
Denilson Barbosa
|
Joint Bootstrapping Machines for High Confidence Relation Extraction
Pankaj Gupta
|
Benjamin Roth
|
Hinrich Schütze
|
Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer
Sudha Rao
|
Joel Tetreault
|
Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types
Hady Elsahar
|
Christophe Gravier
|
Frederique Laforest
|
Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens
Marek Rei
|
Anders Søgaard
|
Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing
Annervaz K M
|
Somnath Basu Roy Chowdhury
|
Ambedkar Dukkipati
|
Deep Dirichlet Multinomial Regression
Adrian Benton
|
Mark Dredze
|
Scene Graph Parsing as Dependency Parsing
Yu-Siang Wang
|
Chenxi Liu
|
Xiaohui Zeng
|
Alan Yuille
|
Learning Visually Grounded Sentence Representations
Douwe Kiela
|
Alexis Conneau
|
Allan Jabri
|
Maximilian Nickel
|
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets
Wei-Lun Chao
|
Hexiang Hu
|
Fei Sha
|
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines
Fabio Petroni
|
Vassilis Plachouras
|
Timothy Nugent
|
Jochen L. Leidner
|
Can Network Embedding of Distributional Thesaurus Be Combined with Word Vectors for Better Representation?
Abhik Jana
|
Pawan Goyal
|
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić
|
Goran Glavaš
|
Nikola Mrkšić
|
Anna Korhonen
|
Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features
Matteo Pagliardini
|
Prakhar Gupta
|
Martin Jaggi
|
Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality
Md Shad Akhtar
|
Palaash Sawant
|
Sukanta Sen
|
Asif Ekbal
|
Pushpak Bhattacharyya
|
Self-Training for Jointly Learning to Ask and Answer Questions
Mrinmaya Sachan
|
Eric Xing
|
The Web as a Knowledge-Base for Answering Complex Questions
Alon Talmor
|
Jonathan Berant
|
Fine-Grained Temporal Orientation and its Relationship with Psycho-Demographic Correlates
Sabyasachi Kamila
|
Mohammed Hasanuzzaman
|
Asif Ekbal
|
Pushpak Bhattacharyya
|
Andy Way
|
Querying Word Embeddings for Similarity and Relatedness
Fatemeh Torabi Asr
|
Robert Zinkov
|
Michael Jones
|
Entity Commonsense Representation for Neural Abstractive Summarization
Reinald Kim Amplayo
|
Seonjae Lim
|
Seung-won Hwang
|
Automatic Stance Detection Using End-to-End Memory Networks
Mitra Mohtarami
|
Ramy Baly
|
James Glass
|
Preslav Nakov
|
Lluís Màrquez
|
Alessandro Moschitti
|
Global Relation Embedding for Relation Extraction
Yu Su
|
Honglei Liu
|
Semih Yavuz
|
Izzeddin Gür
|
Huan Sun
|
Xifeng Yan
|
Multimodal Named Entity Recognition for Short Social Media Posts
Seungwhan Moon
|
Leonardo Neves
|
Vitor Carvalho
|
Supervised Open Information Extraction
Gabriel Stanovsky
|
Julian Michael
|
Luke Zettlemoyer
|
Ido Dagan
|
Embedding Syntax and Semantics of Prepositions via Tensor Decomposition
Hongyu Gong
|
Suma Bhat
|
Pramod Viswanath
|
Neural Particle Smoothing for Sampling from Conditional Sequence Models
Chu-Cheng Lin
|
Jason Eisner
|
Parsing Tweets into Universal Dependencies
Yijia Liu
|
Yi Zhu
|
Wanxiang Che
|
Bing Qin
|
Nathan Schneider
|
Noah A. Smith
|
Learning Word Embeddings for Low-Resource Languages by PU Learning
Chao Jiang
|
Hsiang-Fu Yu
|
Cho-Jui Hsieh
|
Kai-Wei Chang
|
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference
Adina Williams
|
Nikita Nangia
|
Samuel Bowman
|
Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations
Koki Washio
|
Tsuneaki Kato
|
Specialising Word Vectors for Lexical Entailment
Ivan Vulić
|
Nikola Mrkšić
|
Sentences with Gapping: Parsing and Reconstructing Elided Predicates
Sebastian Schuster
|
Joakim Nivre
|
Christopher D. Manning
|
End-to-End Graph-Based TAG Parsing with Neural Networks
Jungo Kasai
|
Robert Frank
|
Pauli Xu
|
William Merrill
|
Owen Rambow
|
Diverse Few-Shot Text Classification with Multiple Metrics
Mo Yu
|
Xiaoxiao Guo
|
Jinfeng Yi
|
Shiyu Chang
|
Saloni Potdar
|
Yu Cheng
|
Gerald Tesauro
|
Haoyu Wang
|
Bowen Zhou
|
Multimodal Frame Identification with Multilingual Evaluation
Teresa Botschen
|
Iryna Gurevych
|
Jan-Christoph Klie
|
Hatem Mousselly-Sergieh
|
Stefan Roth
|
Learning Joint Semantic Parsers from Disjoint Data
Hao Peng
|
Sam Thomson
|
Swabha Swayamdipta
|
Noah A. Smith
|
Bootstrapping Generators from Noisy Data
Laura Perez-Beltrachini
|
Mirella Lapata
|
Learning to Rank Question-Answer Pairs Using Hierarchical Recurrent Encoder with Latent Topic Clustering
Seunghyun Yoon
|
Joongbo Shin
|
Kyomin Jung
|
Supervised and Unsupervised Transfer Learning for Question Answering
Yu-An Chung
|
Hung-Yi Lee
|
James Glass
|
Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension
Bhavana Dalvi
|
Lifu Huang
|
Niket Tandon
|
Wen-tau Yih
|
Peter Clark
|
Deep Communicating Agents for Abstractive Summarization
Asli Celikyilmaz
|
Antoine Bosselut
|
Xiaodong He
|
Yejin Choi
|
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks
Mohit Iyyer
|
John Wieting
|
Kevin Gimpel
|
Luke Zettlemoyer
|
Sentiment Analysis: It’s Complicated!
Kian Kenyon-Dean
|
Eisha Ahmed
|
Scott Fujimoto
|
Jeremy Georges-Filteau
|
Christopher Glasz
|
Barleen Kaur
|
Auguste Lalande
|
Shruti Bhanderi
|
Robert Belfer
|
Nirmal Kanagasabai
|
Roman Sarrazingendron
|
Rohit Verma
|
Derek Ruths
|
Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem
Sven Buechel
|
Udo Hahn
|
Human Needs Categorization of Affective Events Using Labeled and Unlabeled Data
Haibo Ding
|
Ellen Riloff
|
Mining Evidences for Concept Stock Recommendation
Qi Liu
|
Yue Zhang
|
How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues
Shang-Yu Su
|
Pei-Chieh Yuan
|
Yun-Nung Chen
|
Stacking with Auxiliary Features for Visual Question Answering
Nazneen Fatema Rajani
|
Raymond Mooney
|
Deep Contextualized Word Representations
Matthew Peters
|
Mark Neumann
|
Mohit Iyyer
|
Matt Gardner
|
Christopher Clark
|
Kenton Lee
|
Luke Zettlemoyer
|
Enhanced Word Representations for Bridging Anaphora Resolution
Yufang Hou
|
Integrating Stance Detection and Fact Checking in a Unified Corpus
Ramy Baly
|
Mitra Mohtarami
|
James Glass
|
Lluís Màrquez
|
Alessandro Moschitti
|
Preslav Nakov
|
Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset
Pavithra Rajendran
|
Danushka Bollegala
|
Simon Parsons
|
Multi-Task Learning for Argumentation Mining in Low-Resource Settings
Claudia Schulz
|
Steffen Eger
|
Johannes Daxenberger
|
Tobias Kahse
|
Iryna Gurevych
|
Neural Models for Reasoning over Multiple Mentions Using Coreference
Bhuwan Dhingra
|
Qiao Jin
|
Zhilin Yang
|
William Cohen
|
Ruslan Salakhutdinov
|
Sentence Simplification with Memory-Augmented Neural Networks
Tu Vu
|
Baotian Hu
|
Tsendsuren Munkhdalai
|
Hong Yu
|
A Simple and Effective Approach to the Story Cloze Test
Siddarth Srinivasan
|
Richa Arora
|
Mark Riedl
|
Humor Recognition Using Deep Learning
Peng-Yu Chen
|
Von-Wun Soo
|
Character-Based Neural Networks for Sentence Pair Modeling
Wuwei Lan
|
Wei Xu
|
Determining Event Durations: Models and Error Analysis
Alakananda Vempala
|
Eduardo Blanco
|
Alexis Palmer
|
Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model
Goran Glavaš
|
Ivan Vulić
|
Frustratingly Easy Meta-Embedding – Computing Meta-Embeddings by Averaging Source Word Embeddings
Joshua Coates
|
Danushka Bollegala
|
Mittens: an Extension of GloVe for Learning Domain-Specialized Representations
Nicholas Dingwall
|
Christopher Potts
|
Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks
Felipe Paula
|
Rodrigo Wilkens
|
Marco Idiart
|
Aline Villavicencio
|
Sluice Resolution without Hand-Crafted Features over Brittle Syntax Trees
Ola Rønning
|
Daniel Hardt
|
Anders Søgaard
|
The Word Analogy Testing Caveat
Natalie Schluter
|
Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis
Devamanyu Hazarika
|
Soujanya Poria
|
Prateek Vij
|
Gangeshwar Krishnamurthy
|
Erik Cambria
|
Roger Zimmermann
|
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-Based Sentiment Analysis
Fei Liu
|
Trevor Cohn
|
Timothy Baldwin
|
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks
Salman Mohammed
|
Peng Shi
|
Jimmy Lin
|
A Comparison of Two Paraphrase Models for Taxonomy Augmentation
Vassilis Plachouras
|
Fabio Petroni
|
Timothy Nugent
|
Jochen L. Leidner
|
Identifying the Most Dominant Event in a News Article by Mining Event Coreference Relations
Prafulla Kumar Choubey
|
Kaushik Raju
|
Ruihong Huang
|
Improve Neural Entity Recognition via Multi-Task Data Selection and Constrained Decoding
Huasha Zhao
|
Yi Yang
|
Qiong Zhang
|
Luo Si
|
Using Word Vectors to Improve Word Alignments for Low Resource Machine Translation
Nima Pourdamghani
|
Marjan Ghazvininejad
|
Kevin Knight
|
Contextualized Word Representations for Reading Comprehension
Shimi Salant
|
Jonathan Berant
|
Robust Machine Comprehension Models via Adversarial Training
Yicheng Wang
|
Mohit Bansal
|
TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation
Tao Yu
|
Zifan Li
|
Zilin Zhang
|
Rui Zhang
|
Dragomir Radev
|
Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators
Cen Chen
|
Yinfei Yang
|
Jun Zhou
|
Xiaolong Li
|
Forrest Sheng Bao
|
Predicting Foreign Language Usage from English-Only Social Media Posts
Svitlana Volkova
|
Stephen Ranshous
|
Lawrence Phillips
|
Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings
Debanjan Mahata
|
John Kuriakose
|
Rajiv Ratn Shah
|
Roger Zimmermann
|
Higher-Order Coreference Resolution with Coarse-to-Fine Inference
Kenton Lee
|
Luheng He
|
Luke Zettlemoyer
|
Natural Language to Structured Query Generation via Meta-Learning
Po-Sen Huang
|
Chenglong Wang
|
Rishabh Singh
|
Wen-tau Yih
|
Xiaodong He
|
Smaller Text Classifiers with Discriminative Cluster Embeddings
Mingda Chen
|
Kevin Gimpel
|
The Emergence of Semantics in Neural Network Representations of Visual Information
Dhanush Dharmaretnam
|
Alona Fyshe
|
Visual Referring Expression Recognition: What Do Systems Actually Learn?
Volkan Cirik
|
Louis-Philippe Morency
|
Taylor Berg-Kirkpatrick
|
Neural Network based Extreme Classification and Similarity Models for Product Matching
Kashif Shah
|
Selcuk Kopru
|
Jean-David Ruvini
|
What we need to learn if we want to do and not just talk
Rashmi Gangadharaiah
|
Balakrishnan Narayanaswamy
|
Charles Elkan
|
Construction of the Literature Graph in Semantic Scholar
Waleed Ammar
|
Dirk Groeneveld
|
Chandra Bhagavatula
|
Iz Beltagy
|
Miles Crawford
|
Doug Downey
|
Jason Dunkelberger
|
Ahmed Elgohary
|
Sergey Feldman
|
Vu Ha
|
Rodney Kinney
|
Sebastian Kohlmeier
|
Kyle Lo
|
Tyler Murray
|
Hsu-Han Ooi
|
Matthew Peters
|
Joanna Power
|
Sam Skjonsberg
|
Lucy Wang
|
Chris Wilhelm
|
Zheng Yuan
|
Madeleine van Zuylen
|
Oren Etzioni
|
Benchmarks and models for entity-oriented polarity detection
Lidia Pivovarova
|
Arto Klami
|
Roman Yangarber
|
A Deeper Look into Dependency-Based Word Embeddings
Sean MacAvaney
|
Amir Zeldes
|
Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets
Prathusha Kameswara Sarma
|
Read and Comprehend by Gated-Attention Reader with More Belief
Haohui Deng
|
Yik-Cheung Tam
|
Training a Ranking Function for Open-Domain Question Answering
Phu Mon Htut
|
Samuel Bowman
|
Kyunghyun Cho
|
360° Stance Detection
Sebastian Ruder
|
John Glover
|
Afshin Mehrabani
|
Parsa Ghaffari
|
SensEmbed: Learning Sense Embeddings for Word and Relational Similarity
Ignacio Iacobacci
|
Mohammad Taher Pilehvar
|
Roberto Navigli
|
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations
Fei Sun
|
Jiafeng Guo
|
Yanyan Lan
|
Jun Xu
|
Xueqi Cheng
|
A Unified Multilingual Semantic Representation of Concepts
José Camacho-Collados
|
Mohammad Taher Pilehvar
|
Roberto Navigli
|
Pairwise Neural Machine Translation Evaluation
Francisco Guzmán
|
Shafiq Joty
|
Lluís Màrquez
|
Preslav Nakov
|
Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model
Nghia The Pham
|
Germán Kruszewski
|
Angeliki Lazaridou
|
Marco Baroni
|
Learning Semantic Representations of Users and Products for Document Level Sentiment Classification
Duyu Tang
|
Bing Qin
|
Ting Liu
|
Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces
Ramon Astudillo
|
Silvio Amir
|
Wang Ling
|
Mário Silva
|
Isabel Trancoso
|
Model-based Word Embeddings from Decompositions of Count Matrices
Karl Stratos
|
Michael Collins
|
Daniel Hsu
|
Orthogonality of Syntax and Semantics within Distributional Spaces
Jeff Mitchell
|
Mark Steedman
|
Sparse Overcomplete Word Vector Representations
Manaal Faruqui
|
Yulia Tsvetkov
|
Dani Yogatama
|
Chris Dyer
|
Noah A. Smith
|
Learning Semantic Word Embeddings based on Ordinal Knowledge Constraints
Quan Liu
|
Hui Jiang
|
Si Wei
|
Zhen-Hua Ling
|
Yu Hu
|
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
Kai Sheng Tai
|
Richard Socher
|
Christopher D. Manning
|
Deep Unordered Composition Rivals Syntactic Methods for Text Classification
Mohit Iyyer
|
Varun Manjunatha
|
Jordan Boyd-Graber
|
Hal Daumé III
|
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes
Sascha Rothe
|
Hinrich Schütze
|
Document Classification by Inversion of Distributed Language Representations
Matt Taddy
|
Simplifying Lexical Simplification: Do We Need Simplified Corpora?
Goran Glavaš
|
Sanja Štajner
|
A Unified Learning Framework of Skip-Grams and Global Vectors
Jun Suzuki
|
Masaaki Nagata
|
PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification
Ellie Pavlick
|
Pushpendre Rastogi
|
Juri Ganitkevitch
|
Benjamin Van Durme
|
Chris Callison-Burch
|
Non-distributional Word Vector Representations
Manaal Faruqui
|
Chris Dyer
|
Learning Cross-lingual Word Embeddings via Matrix Co-factorization
Tianze Shi
|
Zhiyuan Liu
|
Yang Liu
|
Maosong Sun
|
Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction
Ivan Vulić
|
Marie-Francine Moens
|
How Well Do Distributional Models Capture Different Types of Semantic Knowledge?
Dana Rubinstein
|
Effi Levi
|
Roy Schwartz
|
Ari Rappoport
|
Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings
Kazuma Hashimoto
|
Yoshimasa Tsuruoka
|
Intrinsic Subspace Evaluation of Word Embedding Representations
Yadollah Yaghoobzadeh
|
Hinrich Schütze
|
Query Expansion with Locally-Trained Word Embeddings
Fernando Diaz
|
Bhaskar Mitra
|
Nick Craswell
|
A Sentence Interaction Network for Modeling Dependence between Sentences
Biao Liu
|
Minlie Huang
|
Generative Topic Embedding: a Continuous Representation of Documents
Shaohua Li
|
Tat-Seng Chua
|
Jun Zhu
|
Chunyan Miao
|
Extracting token-level signals of syntactic processing from fMRI - with an application to PoS induction
Joachim Bingel
|
Maria Barrett
|
Anders Søgaard
|
CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases
Zihang Dai
|
Lei Li
|
Wei Xu
|
Embeddings for Word Sense Disambiguation: An Evaluation Study
Ignacio Iacobacci
|
Mohammad Taher Pilehvar
|
Roberto Navigli
|
Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation
Nut Limsopatham
|
Nigel Collier
|
Deep Fusion LSTMs for Text Semantic Matching
Pengfei Liu
|
Xipeng Qiu
|
Jifan Chen
|
Xuanjing Huang
|
Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models
Minh-Thang Luong
|
Christopher D. Manning
|
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
Xuezhe Ma
|
Eduard Hovy
|
Learning Semantically and Additively Compositional Distributional Representations
Ran Tian
|
Naoaki Okazaki
|
Kentaro Inui
|
Learning Word Meta-Embeddings
Wenpeng Yin
|
Hinrich Schütze
|
Commonsense Knowledge Base Completion
Xiang Li
|
Aynaz Taheri
|
Lifu Tu
|
Kevin Gimpel
|
A Fast Unified Model for Parsing and Sentence Understanding
Samuel R. Bowman
|
Jon Gauthier
|
Abhinav Rastogi
|
Raghav Gupta
|
Christopher D. Manning
|
Christopher Potts
|
Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTM
Ivan Habernal
|
Iryna Gurevych
|
Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning
Ekaterina Vylomova
|
Laura Rimell
|
Trevor Cohn
|
Timothy Baldwin
|
Learning Text Pair Similarity with Context-sensitive Autoencoders
Hadi Amiri
|
Philip Resnik
|
Jordan Boyd-Graber
|
Hal Daumé III
|
Strategies for Training Large Vocabulary Neural Language Models
Wenlin Chen
|
David Grangier
|
Michael Auli
|
Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time
Silvio Cordeiro
|
Carlos Ramisch
|
Marco Idiart
|
Aline Villavicencio
|
Jointly Learning to Embed and Predict with Multiple Languages
Daniel C. Ferreira
|
André F. T. Martins
|
Mariana S. C. Almeida
|
Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization
Lucie Flekova
|
Iryna Gurevych
|
On Approximately Searching for Similar Word Embeddings
Kohei Sugawara
|
Hayato Kobayashi
|
Masajiro Iwasaki
|
Composing Distributed Representations of Relational Patterns
Sho Takase
|
Naoaki Okazaki
|
Kentaro Inui
|
Vector-space topic models for detecting Alzheimer’s disease
Maria Yancheva
|
Frank Rudzicz
|
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task
Danqi Chen
|
Jason Bolton
|
Christopher D. Manning
|
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method
Vered Shwartz
|
Yoav Goldberg
|
Ido Dagan
|
Harnessing Deep Neural Networks with Logic Rules
Zhiting Hu
|
Xuezhe Ma
|
Zhengzhong Liu
|
Eduard Hovy
|
Eric Xing
|
Scalable Semi-Supervised Query Classification Using Matrix Sketching
Young-Bum Kim
|
Karl Stratos
|
Ruhi Sarikaya
|
Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data
Teng Long
|
Ryan Lowe
|
Jackie Chi Kit Cheung
|
Doina Precup
|
Multiplicative Representations for Unsupervised Semantic Role Induction
Yi Luan
|
Yangfeng Ji
|
Hannaneh Hajishirzi
|
Boyang Li
|
Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification
Peng Zhou
|
Wei Shi
|
Jun Tian
|
Zhenyu Qi
|
Bingchen Li
|
Hongwei Hao
|
Bo Xu
|
Domain Specific Named Entity Recognition Referring to the Real World by Deep Neural Networks
Suzushi Tomori
|
Takashi Ninomiya
|
Shinsuke Mori
|
Learning Monolingual Compositional Representations via Bilingual Supervision
Ahmed Elgohary
|
Marine Carpuat
|
A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings
Weihua Hu
|
Jun’ichi Tsujii
|
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations
Alexandre Salle
|
Aline Villavicencio
|
Marco Idiart
|
Incorporating Relational Knowledge into Word Representations using Subspace Regularization
Abhishek Kumar
|
Jun Araki
|
Nonparametric Spherical Topic Modeling with Word Embeddings
Kayhan Batmanghelich
|
Ardavan Saeedi
|
Karthik Narasimhan
|
Sam Gershman
|
Robust Co-occurrence Quantification for Lexical Distributional Semantics
Dmitrijs Milajevs
|
Mehrnoosh Sadrzadeh
|
Matthew Purver
|
Singleton Detection using Word Embeddings and Neural Networks
Hessel Haagsma
|
MeTA: A Unified Toolkit for Text Retrieval and Analysis
Sean Massung
|
Chase Geigle
|
ChengXiang Zhai
|
Adversarial Multi-task Learning for Text Classification
Pengfei Liu
|
Xipeng Qiu
|
Xuanjing Huang
|
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision
Chen Liang
|
Jonathan Berant
|
Quoc Le
|
Kenneth D. Forbus
|
Ni Lao
|
Learning Structured Natural Language Representations for Semantic Parsing
Jianpeng Cheng
|
Siva Reddy
|
Vijay Saraswat
|
Mirella Lapata
|
Skip-Gram − Zipf + Uniform = Vector Additivity
Alex Gittens
|
Dimitris Achlioptas
|
Michael W. Mahoney
|
Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution
Ting Liu
|
Yiming Cui
|
Qingyu Yin
|
Wei-Nan Zhang
|
Shijin Wang
|
Guoping Hu
|
Gated Self-Matching Networks for Reading Comprehension and Question Answering
Wenhui Wang
|
Nan Yang
|
Furu Wei
|
Baobao Chang
|
Ming Zhou
|
Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix
Bingfeng Luo
|
Yansong Feng
|
Zheng Wang
|
Zhanxing Zhu
|
Songfang Huang
|
Rui Yan
|
Dongyan Zhao
|
Abstract Meaning Representation Parsing using LSTM Recurrent Neural Networks
William Foland
|
James H. Martin
|
Deep Semantic Role Labeling: What Works and What’s Next
Luheng He
|
Kenton Lee
|
Mike Lewis
|
Luke Zettlemoyer
|
MORSE: Semantic-ally Drive-n MORpheme SEgment-er
Tarek Sakakini
|
Suma Bhat
|
Pramod Viswanath
|
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders
Tiancheng Zhao
|
Ran Zhao
|
Maxine Eskenazi
|
Beyond Binary Labels: Political Ideology Prediction of Twitter Users
Daniel Preoţiuc-Pietro
|
Ye Liu
|
Daniel Hopkins
|
Lyle Ungar
|
Semantic Word Clusters Using Signed Spectral Clustering
João Sedoc
|
Jean Gallier
|
Dean Foster
|
Lyle Ungar
|
Argument Mining with Structured SVMs and RNNs
Vlad Niculae
|
Joonsuk Park
|
Claire Cardie
|
Neural Discourse Structure for Text Categorization
Yangfeng Ji
|
Noah A. Smith
|
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood
Kelvin Guu
|
Panupong Pasupat
|
Evan Liu
|
Percy Liang
|
Abstractive Document Summarization with a Graph-Based Attentional Neural Model
Jiwei Tan
|
Xiaojun Wan
|
Jianguo Xiao
|
Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains
Liangguo Wang
|
Jing Jiang
|
Hai Leong Chieu
|
Chen Hui Ong
|
Dandan Song
|
Lejian Liao
|
A Constituent-Centric Neural Architecture for Reading Comprehension
Pengtao Xie
|
Eric Xing
|
Combating Human Trafficking with Multimodal Deep Models
Edmund Tong
|
Amir Zadeh
|
Cara Jones
|
Louis-Philippe Morency
|
Multimodal Word Distributions
Ben Athiwaratkun
|
Andrew Wilson
|
Enhanced LSTM for Natural Language Inference
Qian Chen
|
Xiaodan Zhu
|
Zhen-Hua Ling
|
Si Wei
|
Hui Jiang
|
Diana Inkpen
|
Linguistically Regularized LSTM for Sentiment Classification
Qiao Qian
|
Minlie Huang
|
Jinhao Lei
|
Xiaoyan Zhu
|
Universal Dependencies Parsing for Colloquial Singaporean English
Hongmin Wang
|
Yue Zhang
|
GuangYong Leonard Chan
|
Jie Yang
|
Hai Leong Chieu
|
Semi-supervised sequence tagging with bidirectional language models
Matthew Peters
|
Waleed Ammar
|
Chandra Bhagavatula
|
Russell Power
|
Neural Belief Tracker: Data-Driven Dialogue State Tracking
Nikola Mrkšić
|
Diarmuid Ó Séaghdha
|
Tsung-Hsien Wen
|
Blaise Thomson
|
Steve Young
|
Search-based Neural Structured Learning for Sequential Question Answering
Mohit Iyyer
|
Wen-tau Yih
|
Ming-Wei Chang
|
Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering
Jianbo Ye
|
Yanran Li
|
Zhaohui Wu
|
James Z. Wang
|
Wenjie Li
|
Jia Li
|
Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Mohammad Taher Pilehvar
|
Jose Camacho-Collados
|
Roberto Navigli
|
Nigel Collier
|
Reading Wikipedia to Answer Open-Domain Questions
Danqi Chen
|
Adam Fisch
|
Jason Weston
|
Antoine Bordes
|
Deep Multitask Learning for Semantic Dependency Parsing
Hao Peng
|
Sam Thomson
|
Noah A. Smith
|
Improved Word Representation Learning with Sememes
Yilin Niu
|
Ruobing Xie
|
Zhiyuan Liu
|
Maosong Sun
|
Ontology-Aware Token Embeddings for Prepositional Phrase Attachment
Pradeep Dasigi
|
Waleed Ammar
|
Chris Dyer
|
Eduard Hovy
|
A Generative Parser with a Discriminative Recognition Algorithm
Jianpeng Cheng
|
Adam Lopez
|
Mirella Lapata
|
Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function
Oren Melamud
|
Jacob Goldberger
|
Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings
Changxing Wu
|
Xiaodong Shi
|
Yidong Chen
|
Jinsong Su
|
Boli Wang
|
A Deep Network with Visual Text Composition Behavior
Hongyu Guo
|
Detection of Chinese Word Usage Errors for Non-Native Chinese Learners with Bidirectional LSTM
Yow-Ting Shiue
|
Hen-Hsen Huang
|
Hsin-Hsi Chen
|
Methodical Evaluation of Arabic Word Embeddings
Mohammed Elrazzaz
|
Shady Elbassuoni
|
Khaled Shaban
|
Chadi Helwe
|
Question Answering through Transfer Learning from Large Fine-grained Supervision Data
Sewon Min
|
Minjoon Seo
|
Hannaneh Hajishirzi
|
Pay Attention to the Ending:Strong Neural Baselines for the ROC Story Cloze Task
Zheng Cai
|
Lifu Tu
|
Kevin Gimpel
|
Representing Sentences as Low-Rank Subspaces
Jiaqi Mu
|
Suma Bhat
|
Pramod Viswanath
|
Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter
Svitlana Volkova
|
Kyle Shaffer
|
Jin Yea Jang
|
Nathan Hodas
|
Are You Asking the Right Questions? Teaching Machines to Ask Clarification Questions
Sudha Rao
|
Generating Steganographic Text with LSTMs
Tina Fang
|
Martin Jaggi
|
Katerina Argyraki
|
An Empirical Study on End-to-End Sentence Modelling
Kurt Junshean Espinosa
|
ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media
Dustin Arendt
|
Svitlana Volkova
|
Exploring Diachronic Lexical Semantics with JeSemE
Johannes Hellrich
|
Udo Hahn
|
Scattertext: a Browser-Based Tool for Visualizing how Corpora Differ
Jason Kessler
|
Probabilistic FastText for Multi-Sense Word Embeddings
Ben Athiwaratkun
|
Andrew Wilson
|
Anima Anandkumar
|
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors
Mikhail Khodak
|
Nikunj Saunshi
|
Yingyu Liang
|
Tengyu Ma
|
Brandon Stewart
|
Sanjeev Arora
|
Unsupervised Learning of Distributional Relation Vectors
Shoaib Jameel
|
Zied Bouraoui
|
Steven Schockaert
|
Explicit Retrofitting of Distributional Word Vectors
Goran Glavaš
|
Ivan Vulić
|
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking
Shikhar Murty
|
Patrick Verga
|
Luke Vilnis
|
Irena Radovanovic
|
Andrew McCallum
|
Bridging CNNs, RNNs, and Weighted Finite-State Machines
Roy Schwartz
|
Sam Thomson
|
Noah A. Smith
|
Sentence-State LSTM for Text Representation
Yue Zhang
|
Qi Liu
|
Linfeng Song
|
AMR Parsing as Graph Prediction with Latent Alignment
Chunchuan Lyu
|
Ivan Titov
|
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms
Dinghan Shen
|
Guoyin Wang
|
Wenlin Wang
|
Martin Renqiang Min
|
Qinliang Su
|
Yizhe Zhang
|
Chunyuan Li
|
Ricardo Henao
|
Lawrence Carin
|
ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations
John Wieting
|
Kevin Gimpel
|
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach
Shafiq Joty
|
Muhammad Tasnim Mohiuddin
|
Dat Tien Nguyen
|
Neural Document Summarization by Jointly Learning to Score and Select Sentences
Qingyu Zhou
|
Nan Yang
|
Furu Wei
|
Shaohan Huang
|
Ming Zhou
|
Tiejun Zhao
|
Mining Cross-Cultural Differences and Similarities in Social Media
Bill Yuchen Lin
|
Frank F. Xu
|
Kenny Zhu
|
Seung-won Hwang
|
Coarse-to-Fine Decoding for Neural Semantic Parsing
Li Dong
|
Mirella Lapata
|
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge
Todor Mihaylov
|
Anette Frank
|
Simple and Effective Multi-Paragraph Reading Comprehension
Christopher Clark
|
Matt Gardner
|
Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search
Jamie Kiros
|
William Chan
|
Geoffrey Hinton
|
What Action Causes This? Towards Naive Physical Action-Effect Prediction
Qiaozi Gao
|
Shaohua Yang
|
Joyce Chai
|
Lucy Vanderwende
|
Transformation Networks for Target-Oriented Sentiment Classification
Xin Li
|
Lidong Bing
|
Wai Lam
|
Bei Shi
|
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference
Boyuan Pan
|
Yazheng Yang
|
Zhou Zhao
|
Yueting Zhuang
|
Deng Cai
|
Xiaofei He
|
Reasoning with Sarcasm by Reading In-Between
Yi Tay
|
Anh Tuan Luu
|
Siu Cheung Hui
|
Jian Su
|
Adversarial Contrastive Estimation
Avishek Joey Bose
|
Huan Ling
|
Yanshuai Cao
|
Strong Baselines for Neural Semi-Supervised Learning under Domain Shift
Sebastian Ruder
|
Barbara Plank
|
TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring
Cancan Jin
|
Ben He
|
Kai Hui
|
Le Sun
|
Straight to the Tree: Constituency Parsing with Neural Syntactic Distance
Yikang Shen
|
Zhouhan Lin
|
Athul Paul Jacob
|
Alessandro Sordoni
|
Aaron Courville
|
Yoshua Bengio
|
Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings
Maksim Tkachenko
|
Chong Cher Chia
|
Hady Lauw
|
Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings
Yang Xu
|
Jiawei Liu
|
Wei Yang
|
Liusheng Huang
|
Learning Prototypical Goal Activities for Locations
Tianyu Jiang
|
Ellen Riloff
|
DialSQL: Dialogue Based Structured Query Generation
Izzeddin Gur
|
Semih Yavuz
|
Yu Su
|
Xifeng Yan
|
Are BLEU and Meaning Representation in Opposition?
Ondřej Cífka
|
Ondřej Bojar
|
Global-Locally Self-Attentive Encoder for Dialogue State Tracking
Victor Zhong
|
Caiming Xiong
|
Richard Socher
|
Improving Entity Linking by Modeling Latent Relations between Mentions
Phong Le
|
Ivan Titov
|
A Graph-to-Sequence Model for AMR-to-Text Generation
Linfeng Song
|
Yue Zhang
|
Zhiguo Wang
|
Daniel Gildea
|
Learning to Write with Cooperative Discriminators
Ari Holtzman
|
Jan Buys
|
Maxwell Forbes
|
Antoine Bosselut
|
David Golub
|
Yejin Choi
|
Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering
Wei Wang
|
Ming Yan
|
Chen Wu
|
Efficient and Robust Question Answering from Minimal Context over Documents
Sewon Min
|
Victor Zhong
|
Richard Socher
|
Caiming Xiong
|
Denoising Distantly Supervised Open-Domain Question Answering
Yankai Lin
|
Haozhe Ji
|
Zhiyuan Liu
|
Maosong Sun
|
Question Condensing Networks for Answer Selection in Community Question Answering
Wei Wu
|
Xu Sun
|
Houfeng Wang
|
AMR dependency parsing with a typed semantic algebra
Jonas Groschwitz
|
Matthias Lindemann
|
Meaghan Fowlie
|
Mark Johnson
|
Alexander Koller
|
Sequence-to-sequence Models for Cache Transition Systems
Xiaochang Peng
|
Linfeng Song
|
Daniel Gildea
|
Giorgio Satta
|
Batch IS NOT Heavy: Learning Word Representations From All Samples
Xin Xin
|
Fajie Yuan
|
Xiangnan He
|
Joemon M. Jose
|
Did the Model Understand the Question?
Pramod Kaushik Mudrakarta
|
Ankur Taly
|
Mukund Sundararajan
|
Kedar Dhamdhere
|
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification
Yizhong Wang
|
Kai Liu
|
Jing Liu
|
Wei He
|
Yajuan Lyu
|
Hua Wu
|
Sujian Li
|
Haifeng Wang
|
Multimodal Named Entity Disambiguation for Noisy Social Media Posts
Seungwhan Moon
|
Leonardo Neves
|
Vitor Carvalho
|
Syntax for Semantic Role Labeling, To Be, Or Not To Be
Shexia He
|
Zuchao Li
|
Hai Zhao
|
Hongxiao Bai
|
Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding
Bingfeng Luo
|
Yansong Feng
|
Zheng Wang
|
Songfang Huang
|
Rui Yan
|
Dongyan Zhao
|
Token-level and sequence-level loss smoothing for RNN language models
Maha Elbayad
|
Laurent Besacier
|
Jakob Verbeek
|
Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers
Georgios Spithourakis
|
Sebastian Riedel
|
To Attend or not to Attend: A Case Study on Syntactic Structures for Semantic Relatedness
Amulya Gupta
|
Zhu Zhang
|
What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties
Alexis Conneau
|
German Kruszewski
|
Guillaume Lample
|
Loïc Barrault
|
Marco Baroni
|
Personalizing Dialogue Agents: I have a dog, do you have pets too?
Saizheng Zhang
|
Emily Dinan
|
Jack Urbanek
|
Arthur Szlam
|
Douwe Kiela
|
Jason Weston
|
Efficient Low-rank Multimodal Fusion With Modality-Specific Factors
Zhun Liu
|
Ying Shen
|
Varun Bharadhwaj Lakshminarasimhan
|
Paul Pu Liang
|
AmirAli Bagher Zadeh
|
Louis-Philippe Morency
|
Modeling Naive Psychology of Characters in Simple Commonsense Stories
Hannah Rashkin
|
Antoine Bosselut
|
Maarten Sap
|
Kevin Knight
|
Yejin Choi
|
A Deep Relevance Model for Zero-Shot Document Filtering
Chenliang Li
|
Wei Zhou
|
Feng Ji
|
Yu Duan
|
Haiqing Chen
|
Disconnected Recurrent Neural Networks for Text Categorization
Baoxin Wang
|
Joint Embedding of Words and Labels for Text Classification
Guoyin Wang
|
Chunyuan Li
|
Wenlin Wang
|
Yizhe Zhang
|
Dinghan Shen
|
Xinyuan Zhang
|
Ricardo Henao
|
Lawrence Carin
|
Eyes are the Windows to the Soul: Predicting the Rating of Text Quality Using Gaze Behaviour
Sandeep Mathias
|
Diptesh Kanojia
|
Kevin Patel
|
Samarth Agrawal
|
Abhijit Mishra
|
Pushpak Bhattacharyya
|
Building Language Models for Text with Named Entities
Md Rizwan Parvez
|
Saikat Chakraborty
|
Baishakhi Ray
|
Kai-Wei Chang
|
Neural Natural Language Inference Models Enhanced with External Knowledge
Qian Chen
|
Xiaodan Zhu
|
Zhen-Hua Ling
|
Diana Inkpen
|
Si Wei
|
AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples
Dongyeop Kang
|
Tushar Khot
|
Ashish Sabharwal
|
Eduard Hovy
|
Subword-level Word Vector Representations for Korean
Sungjoon Park
|
Jeongmin Byun
|
Sion Baek
|
Yongseok Cho
|
Alice Oh
|
Incorporating Chinese Characters of Words for Lexical Sememe Prediction
Huiming Jin
|
Hao Zhu
|
Zhiyuan Liu
|
Ruobing Xie
|
Maosong Sun
|
Fen Lin
|
Leyu Lin
|
End-to-End Reinforcement Learning for Automatic Taxonomy Induction
Yuning Mao
|
Xiang Ren
|
Jiaming Shen
|
Xiaotao Gu
|
Jiawei Han
|
Aspect Based Sentiment Analysis with Gated Convolutional Networks
Wei Xue
|
Tao Li
|
A Helping Hand: Transfer Learning for Deep Sentiment Analysis
Xin Dong
|
Gerard de Melo
|
Cold-Start Aware User and Product Attention for Sentiment Classification
Reinald Kim Amplayo
|
Jihyeok Kim
|
Sua Sung
|
Seung-won Hwang
|
Supervised Treebank Conversion: Data and Approaches
Xinzhou Jiang
|
Zhenghua Li
|
Bo Zhang
|
Min Zhang
|
Sheng Li
|
Luo Si
|
Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information
Sudha Rao
|
Hal Daumé III
|
Deep RNNs Encode Soft Hierarchical Syntax
Terra Blevins
|
Omer Levy
|
Luke Zettlemoyer
|
Learning Thematic Similarity Metric from Article Sections Using Triplet Networks
Liat Ein Dor
|
Yosi Mass
|
Alon Halfon
|
Elad Venezian
|
Ilya Shnayderman
|
Ranit Aharonov
|
Noam Slonim
|
Automatic Extraction of Commonsense LocatedNear Knowledge
Frank F. Xu
|
Bill Yuchen Lin
|
Kenny Zhu
|
Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering
Rui Zhang
|
Cícero Nogueira dos Santos
|
Michihiro Yasunaga
|
Bing Xiang
|
Dragomir Radev
|
Fully Statistical Neural Belief Tracking
Nikola Mrkšić
|
Ivan Vulić
|
Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources
Maria Glenski
|
Tim Weninger
|
Svitlana Volkova
|
Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model
Shivashankar Subramanian
|
Timothy Baldwin
|
Trevor Cohn
|
A Multi-task Approach to Learning Multilingual Representations
Karan Singla
|
Dogan Can
|
Shrikanth Narayanan
|
Characterizing Departures from Linearity in Word Translation
Ndapa Nakashole
|
Raphael Flauger
|
Hybrid semi-Markov CRF for Neural Sequence Labeling
Zhixiu Ye
|
Zhen-Hua Ling
|
Conditional Generators of Words Definitions
Artyom Gadetsky
|
Ilya Yakubovskiy
|
Dmitry Vetrov
|
Do Neural Network Cross-Modal Mappings Really Bridge Modalities?
Guillem Collell
|
Marie-Francine Moens
|
Simpler but More Accurate Semantic Dependency Parsing
Timothy Dozat
|
Christopher D. Manning
|
Party Matters: Enhancing Legislative Embeddings with Author Attributes for Vote Prediction
Anastassia Kornilova
|
Daniel Argyle
|
Vladimir Eidelman
|
A Document Descriptor using Covariance of Word Vectors
Marwan Torki
|
A Rank-Based Similarity Metric for Word Embeddings
Enrico Santus
|
Hongmin Wang
|
Emmanuele Chersoni
|
Yue Zhang
|
Addressing Noise in Multidialectal Word Embeddings
Alexander Erdmann
|
Nasser Zalmout
|
Nizar Habash
|
Exploiting Document Knowledge for Aspect-level Sentiment Classification
Ruidan He
|
Wee Sun Lee
|
Hwee Tou Ng
|
Daniel Dahlmeier
|
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction
Hu Xu
|
Bing Liu
|
Lei Shu
|
Philip S. Yu
|
Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining
Eyal Shnarch
|
Carlos Alzate
|
Lena Dankin
|
Martin Gleize
|
Yufang Hou
|
Leshem Choshen
|
Ranit Aharonov
|
Noam Slonim
|
Generalized chart constraints for efficient PCFG and TAG parsing
Stefan Grünewald
|
Sophie Henning
|
Alexander Koller
|
Exploring Semantic Properties of Sentence Embeddings
Xunjie Zhu
|
Tingfeng Li
|
Gerard de Melo
|
Scoring Lexical Entailment with a Supervised Directional Similarity Network
Marek Rei
|
Daniela Gerz
|
Ivan Vulić
|
Extracting Commonsense Properties from Embeddings with Limited Human Guidance
Yiben Yang
|
Larry Birnbaum
|
Ji-Ping Wang
|
Doug Downey
|
Polyglot Semantic Role Labeling
Phoebe Mulcaire
|
Swabha Swayamdipta
|
Noah A. Smith
|
A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification
Zeyang Lei
|
Yujiu Yang
|
Min Yang
|
Yi Liu
|
Cross-Target Stance Classification with Self-Attention Networks
Chang Xu
|
Cécile Paris
|
Surya Nepal
|
Ross Sparks
|
Reinforced Extractive Summarization with Question-Focused Rewards
Kristjan Arumae
|
Fei Liu
|
Improving Distributional Similarity with Lessons Learned from Word Embeddings
Omer Levy
|
Yoav Goldberg
|
Ido Dagan
|
evision PDF of 'Improving Topic Models with Latent Feature Word Representations
Dat Quoc Nguyen
|
Richard Billingsley
|
Lan Du
|
Mark Johnson
|
One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse Relations
Yangfeng Ji
|
Jacob Eisenstein
|
evision PDF of 'From Paraphrase Database to Compositional Paraphrase Model and Back
John Wieting
|
Mohit Bansal
|
Kevin Gimpel
|
Karen Livescu
|
Context-aware Frame-Semantic Role Labeling
Michael Roth
|
Mirella Lapata
|
A Joint Model for Answer Sentence Ranking and Answer Extraction
Md Arafat Sultan
|
Vittorio Castelli
|
Radu Florian
|
Word Embeddings as Metric Recovery in Semantic Spaces
Tatsunori B. Hashimoto
|
David Alvarez-Melis
|
Tommi S. Jaakkola
|
Named Entity Recognition with Bidirectional LSTM-CNNs
Jason P.C. Chiu
|
Eric Nichols
|
A Latent Variable Model Approach to PMI-based Word Embeddings
Sanjeev Arora
|
Yuanzhi Li
|
Yingyu Liang
|
Tengyu Ma
|
Andrej Risteski
|
Encoding Prior Knowledge with Eigenword Embeddings
Dominique Osborne
|
Shashi Narayan
|
Shay B. Cohen
|
Cross-Sentence N-ary Relation Extraction with Graph LSTMs
Nanyun Peng
|
Hoifung Poon
|
Chris Quirk
|
Kristina Toutanova
|
Wen-tau Yih
|
Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints
Nikola Mrkšić
|
Ivan Vulić
|
Diarmuid Ó Séaghdha
|
Ira Leviant
|
Roi Reichart
|
Milica Gašić
|
Anna Korhonen
|
Steve Young
|
Learning Distributed Representations of Texts and Entities from Knowledge Base
Ikuya Yamada
|
Hiroyuki Shindo
|
Hideaki Takeda
|
Yoshiyasu Takefuji
|
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets
Rotem Dror
|
Gili Baumer
|
Marina Bogomolov
|
Roi Reichart
|
Learning Structured Text Representations
Yang Liu
|
Mirella Lapata
|
Evaluating the Stability of Embedding-based Word Similarities
Maria Antoniak
|
David Mimno
|
Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision
Guillem Collell
|
Marie-Francine Moens
|
Mapping to Declarative Knowledge for Word Problem Solving
Subhro Roy
|
Dan Roth
|
Video Captioning with Multi-Faceted Attention
Xiang Long
|
Chuang Gan
|
Gerard de Melo
|
Do latent tree learning models identify meaningful structure in sentences?
Adina Williams
|
Andrew Drozdov
|
Samuel R. Bowman
|
Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora
Andrius Mudinas
|
Dell Zhang
|
Mark Levene
|
Constructing Datasets for Multi-hop Reading Comprehension Across Documents
Johannes Welbl
|
Pontus Stenetorp
|
Sebastian Riedel
|
The NarrativeQA Reading Comprehension Challenge
Tomáš Kočiský
|
Jonathan Schwarz
|
Phil Blunsom
|
Chris Dyer
|
Karl Moritz Hermann
|
Gábor Melis
|
Edward Grefenstette
|
Measuring the Evolution of a Scientific Field through Citation Frames
David Jurgens
|
Srijan Kumar
|
Raine Hoover
|
Dan McFarland
|
Dan Jurafsky
|
Detecting Institutional Dialog Acts in Police Traffic Stops
Vinodkumar Prabhakaran
|
Camilla Griffiths
|
Hang Su
|
Prateek Verma
|
Nelson Morgan
|
Jennifer L. Eberhardt
|
Dan Jurafsky
|
Linear Algebraic Structure of Word Senses, with Applications to Polysemy
Sanjeev Arora
|
Yuanzhi Li
|
Yingyu Liang
|
Tengyu Ma
|
Andrej Risteski
|
Exploring Neural Methods for Parsing Discourse Representation Structures
Rik van Noord
|
Lasha Abzianidze
|
Antonio Toral
|
Johan Bos
|
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms
Wenpeng Yin
|
Hinrich Schütze
|
Learning Typed Entailment Graphs with Global Soft Constraints
Mohammad Javad Hosseini
|
Nathanael Chambers
|
Siva Reddy
|
Xavier R. Holt
|
Shay B. Cohen
|
Mark Johnson
|
Mark Steedman
|
Towards the Improvement of Automatic Emotion Pre-annotation with Polarity and Subjective Information
Lea Canales
|
Walter Daelemans
|
Ester Boldrini
|
Patricio Martínez-Barco
|
The Impact of Figurative Language on Sentiment Analysis
Tomáš Hercig
|
Ladislav Lenc
|
Argument Labeling of Explicit Discourse Relations using LSTM Neural Networks
Sohail Hooda
|
Leila Kosseim
|
Fully Automated Fact Checking Using External Sources
Georgi Karadzhov
|
Preslav Nakov
|
Lluís Màrquez
|
Alberto Barrón-Cedeño
|
Ivan Koychev
|
Joint Unsupervised Learning of Semantic Representation of Words and Roles in Dependency Trees
Michal Konkol
|
Czech Dataset for Semantic Similarity and Relatedness
Miloslav Konopík
|
Ondřej Pražák
|
David Steinberger
|
Classifying Frames at the Sentence Level in News Articles
Nona Naderi
|
Graeme Hirst
|
Word Embeddings as Features for Supervised Coreference Resolution
Iliana Simova
|
Hans Uszkoreit
|
Cross-lingual Flames Detection in News Discussions
Josef Steinberger
|
Tomáš Brychcín
|
Tomáš Hercig
|
Peter Krejzl
|
Word Sense Disambiguation with Recurrent Neural Networks
Alexander Popov
|
Compositional Distributional Semantics with Long Short Term Memory
Phong Le
|
Willem Zuidema
|
MITRE: Seven Systems for Semantic Similarity in Tweets
Guido Zarrella
|
John Henderson
|
Elizabeth M. Merkhofer
|
Laura Strickhart
|
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay
Mladen Karan
|
Goran Glavaš
|
Jan Šnajder
|
Bojana Dalbelo Bašić
|
Ivan Vulić
|
Marie-Francine Moens
|
CDTDS: Predicting Paraphrases in Twitter via Support Vector Regression
Rafael Michael Karampatsis
|
AZMAT: Sentence Similarity Using Associative Matrices
Evan Jaffe
|
Lifeng Jin
|
David King
|
Marten van Schijndel
|
NeRoSim: A System for Measuring and Interpreting Semantic Textual Similarity
Rajendra Banjade
|
Nobal Bikram Niraula
|
Nabin Maharjan
|
Vasile Rus
|
Dan Stefanescu
|
Mihai Lintean
|
Dipesh Gautam
|
TATO: Leveraging on Multiple Strategies for Semantic Textual Similarity
Tu Thanh Vu
|
Quan Hung Tran
|
Son Bao Pham
|
QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English
Massimo Nicosia
|
Simone Filice
|
Alberto Barrón-Cedeño
|
Iman Saleh
|
Hamdy Mubarak
|
Wei Gao
|
Preslav Nakov
|
Giovanni Da San Martino
|
Alessandro Moschitti
|
Kareem Darwish
|
Lluís Màrquez
|
Shafiq Joty
|
Walid Magdy
|
SemEval-2015 Task 3: Answer Selection in Community Question Answering
Preslav Nakov
|
Lluís Màrquez
|
Walid Magdy
|
Alessandro Moschitti
|
Jim Glass
|
Bilal Randeree
|
INESC-ID: A Regression Model for Large Scale Twitter Sentiment Lexicon Induction
Silvio Amir
|
Ramon Astudillo
|
Wang Ling
|
Bruno Martins
|
Mario J. Silva
|
Isabel Trancoso
|
SemEval-2015 Task 8: SpaceEval
James Pustejovsky
|
Parisa Kordjamshidi
|
Marie-Francine Moens
|
Aaron Levine
|
Seth Dworman
|
Zachary Yocum
|
SpRL-CWW: Spatial Relation Classification with Independent Multi-class Models
Eric Nichols
|
Fadi Botros
|
LyS at SemEval-2016 Task 4: Exploiting Neural Activation Values for Twitter Sentiment Classification and Quantification
David Vilares
|
Yerai Doval
|
Miguel A. Alonso
|
Carlos Gómez-Rodríguez
|
aueb.twitter.sentiment at SemEval-2016 Task 4: A Weighted Ensemble of SVMs for Twitter Sentiment Analysis
Stavros Giorgis
|
Apostolos Rousas
|
John Pavlopoulos
|
Prodromos Malakasiotis
|
Ion Androutsopoulos
|
Aicyber at SemEval-2016 Task 4: i-vector based sentence representation
Steven Du
|
Xi Zhang
|
Finki at SemEval-2016 Task 4: Deep Learning Architecture for Twitter Sentiment Analysis
Dario Stojanovski
|
Gjorgji Strezoski
|
Gjorgji Madjarov
|
Ivica Dimitrovski
|
INSIGHT-1 at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification
Sebastian Ruder
|
Parsa Ghaffari
|
John G. Breslin
|
YZU-NLP Team at SemEval-2016 Task 4: Ordinal Sentiment Classification Using a Recurrent Convolutional Network
Yunchao He
|
Liang-Chih Yu
|
Chin-Sheng Yang
|
K. Robert Lai
|
Weiyi Liu
|
NLANGP at SemEval-2016 Task 5: Improving Aspect Based Sentiment Analysis using Neural Network Features
Zhiqiang Toh
|
Jian Su
|
INSIGHT-1 at SemEval-2016 Task 5: Deep Learning for Multilingual Aspect-based Sentiment Analysis
Sebastian Ruder
|
Parsa Ghaffari
|
John G. Breslin
|
UWB at SemEval-2016 Task 5: Aspect Based Sentiment Analysis
Tomáš Hercig
|
Tomáš Brychcín
|
Lukáš Svoboda
|
Michal Konkol
|
IUCL at SemEval-2016 Task 6: An Ensemble Model for Stance Detection in Twitter
Can Liu
|
Wen Li
|
Bradford Demarest
|
Yue Chen
|
Sara Couture
|
Daniel Dakota
|
Nikita Haduong
|
Noah Kaufman
|
Andrew Lamont
|
Manan Pancholi
|
Kenneth Steimel
|
Sandra Kübler
|
IDI@NTNU at SemEval-2016 Task 6: Detecting Stance in Tweets Using Shallow Features and GloVe Vectors for Word Representation
Henrik Bøhler
|
Petter Asla
|
Erwin Marsi
|
Rune Sætre
|
ECNU at SemEval-2016 Task 7: An Enhanced Supervised Learning Method for Lexicon Sentiment Intensity Ranking
Feixiang Wang
|
Zhihua Zhang
|
Man Lan
|
UWB at SemEval-2016 Task 1: Semantic Textual Similarity using Lexical, Syntactic, and Semantic Information
Tomáš Brychcín
|
Lukáš Svoboda
|
Samsung Poland NLP Team at SemEval-2016 Task 1: Necessity for diversity; combining recursive autoencoders, WordNet and ensemble methods to measure semantic similarity.
Barbara Rychalska
|
Katarzyna Pakulska
|
Krystyna Chodorowska
|
Wojciech Walczak
|
Piotr Andruszkiewicz
|
USFD at SemEval-2016 Task 1: Putting different State-of-the-Arts into a Box
Ahmet Aker
|
Frederic Blain
|
Andres Duque
|
Marina Fomicheva
|
Jurica Seva
|
Kashif Shah
|
Daniel Beck
|
ECNU at SemEval-2016 Task 1: Leveraging Word Embedding From Macro and Micro Views to Boost Performance for Semantic Textual Similarity
Junfeng Tian
|
Man Lan
|
WOLVESAAR at SemEval-2016 Task 1: Replicating the Success of Monolingual Word Alignment and Neural Embeddings for Semantic Textual Similarity
Hannah Bechara
|
Rohit Gupta
|
Liling Tan
|
Constantin Orăsan
|
Ruslan Mitkov
|
Josef van Genabith
|
DTSim at SemEval-2016 Task 1: Semantic Similarity Model Including Multi-Level Alignment and Vector-Based Compositional Semantics
Rajendra Banjade
|
Nabin Maharjan
|
Dipesh Gautam
|
Vasile Rus
|
GWU NLP at SemEval-2016 Shared Task 1: Matrix Factorization for Crosslingual STS
Hanan Aldarmaki
|
Mona Diab
|
NUIG-UNLP at SemEval-2016 Task 1: Soft Alignment and Deep Learning for Semantic Textual Similarity
John Philip McCrae
|
Kartik Asooja
|
Nitish Aggarwal
|
Paul Buitelaar
|
SimiHawk at SemEval-2016 Task 1: A Deep Ensemble System for Semantic Textual Similarity
Peter Potash
|
William Boag
|
Alexey Romanov
|
Vasili Ramanishka
|
Anna Rumshisky
|
SERGIOJIMENEZ at SemEval-2016 Task 1: Effectively Combining Paraphrase Database, String Matching, WordNet, and Word Embedding for Semantic Textual Similarity
Sergio Jimenez
|
DalGTM at SemEval-2016 Task 1: Importance-Aware Compositional Approach to Short Text Similarity
Jie Mei
|
Aminul Islam
|
Evangelos Milios
|
iUBC at SemEval-2016 Task 2: RNNs and LSTMs for interpretable STS
Iñigo Lopez-Gazpio
|
Eneko Agirre
|
Montse Maritxalar
|
FBK-HLT-NLP at SemEval-2016 Task 2: A Multitask, Deep Learning Approach for Interpretable Semantic Textual Similarity
Simone Magnolini
|
Anna Feltracco
|
Bernardo Magnini
|
ECNU at SemEval-2016 Task 3: Exploring Traditional Method and Deep Learning Method for Question Retrieval and Answer Ranking in Community Question Answering
Guoshun Wu
|
Man Lan
|
ICL-HD at SemEval-2016 Task 10: Improving the Detection of Minimal Semantic Units and their Meanings with an Ontology and Word Embeddings
Angelika Kirilin
|
Felix Krauss
|
Yannick Versley
|
PLUJAGH at SemEval-2016 Task 11: Simple System for Complex Word Identification
Krzysztof Wróbel
|
Sensible at SemEval-2016 Task 11: Neural Nonsense Mangled in Ensemble Mess
Gillin Nat
|
AI-KU at SemEval-2016 Task 11: Word Embeddings and Substring Features for Complex Word Identification
Onur Kuru
|
UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement
Hua He
|
John Wieting
|
Kevin Gimpel
|
Jinfeng Rao
|
Jimmy Lin
|
SwissCheese at SemEval-2016 Task 4: Sentiment Classification Using an Ensemble of Convolutional Neural Networks with Distant Supervision
Jan Deriu
|
Maurice Gonzenbach
|
Fatih Uzdilli
|
Aurelien Lucchi
|
Valeria De Luca
|
Martin Jaggi
|
ICL-HD at SemEval-2016 Task 8: Meaning Representation Parsing - Augmenting AMR Parsing with a Preposition Semantic Role Labeling Neural Network
Lauritz Brandt
|
David Grimm
|
Mengfei Zhou
|
Yannick Versley
|
CDE-IIITH at SemEval-2016 Task 12: Extraction of Temporal Information from Clinical documents using Machine Learning techniques
Veera Raghavendra Chikka
|
NUIG-UNLP at SemEval-2016 Task 13: A Simple Word Embedding-based Approach for Taxonomy Extraction
Joel Pocostales
|
Quantificational features in distributional word representations
Tal Linzen
|
Emmanuel Dupoux
|
Benjamin Spector
|
Sense Embedding Learning for Word Sense Induction
Linfeng Song
|
Zhiguo Wang
|
Haitao Mi
|
Daniel Gildea
|
Adding Context to Semantic Data-Driven Paraphrasing
Vered Shwartz
|
Ido Dagan
|
A Compositional-Distributional Semantic Model for Searching Complex Entity Categories
Juliano Efson Sales
|
André Freitas
|
Brian Davis
|
Siegfried Handschuh
|
Approximating Givenness in Content Assessment through Distributional Semantics
Ramon Ziai
|
Kordula De Kuthy
|
Detmar Meurers
|
Learning Embeddings to lexicalise RDF Properties
Laura Perez-Beltrachini
|
Claire Gardent
|
What Analogies Reveal about Word Vectors and their Compositionality
Gregory Finley
|
Stephanie Farmer
|
Serguei Pakhomov
|
Learning Antonyms with Paraphrases and a Morphology-Aware Neural Network
Sneha Rajana
|
Chris Callison-Burch
|
Marianna Apidianaki
|
Vered Shwartz
|
Detecting Asymmetric Semantic Relations in Context: A Case-Study on Hypernymy Detection
Yogarshi Vyas
|
Marine Carpuat
|
Deep Learning Models For Multiword Expression Identification
Waseem Gharbieh
|
Virendrakumar Bhavsar
|
Paul Cook
|
Semantic Frame Labeling with Target-based Neural Model
Yukun Feng
|
Dong Yu
|
Jian Xu
|
Chunhua Liu
|
A Mixture Model for Learning Multi-Sense Word Embeddings
Dai Quoc Nguyen
|
Dat Quoc Nguyen
|
Ashutosh Modi
|
Stefan Thater
|
Manfred Pinkal
|
Evaluating Semantic Parsing against a Simple Web-based Question Answering Model
Alon Talmor
|
Mor Geva
|
Jonathan Berant
|
Predictive Linguistic Features of Schizophrenia
Efsun Sarioglu Kayi
|
Mona Diab
|
Luca Pauselli
|
Michael Compton
|
Glen Coppersmith
|
SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity
Jose Camacho-Collados
|
Mohammad Taher Pilehvar
|
Nigel Collier
|
Roberto Navigli
|
SemEval-2017 Task 3: Community Question Answering
Preslav Nakov
|
Doris Hoogeveen
|
Lluís Màrquez
|
Alessandro Moschitti
|
Hamdy Mubarak
|
Timothy Baldwin
|
Karin Verspoor
|
HumorHawk at SemEval-2017 Task 6: Mixing Meaning and Sound for Humor Recognition
David Donahue
|
Alexey Romanov
|
Anna Rumshisky
|
UdL at SemEval-2017 Task 1: Semantic Textual Similarity Estimation of English Sentence Pairs Using Regression Model over Pairwise Features
Hussein T. Al-Natsheh
|
Lucie Martinet
|
Fabrice Muhlenbach
|
Djamel Abdelkader Zighed
|
OPI-JSA at SemEval-2017 Task 1: Application of Ensemble learning for computing semantic textual similarity
Martyna Śpiewak
|
Piotr Sobecki
|
Daniel Karaś
|
ITNLP-AiKF at SemEval-2017 Task 1: Rich Features Based SVR for Semantic Textual Similarity Computing
Wenjie Liu
|
Chengjie Sun
|
Lei Lin
|
Bingquan Liu
|
STS-UHH at SemEval-2017 Task 1: Scoring Semantic Textual Similarity Using Supervised and Unsupervised Ensemble
Sarah Kohail
|
Amr Rekaby Salama
|
Chris Biemann
|
UMDeep at SemEval-2017 Task 1: End-to-End Shared Weight LSTM Model for Semantic Textual Similarity
Joe Barrow
|
Denis Peskov
|
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
Junfeng Tian
|
Zhiheng Zhou
|
Man Lan
|
Yuanbin Wu
|
PurdueNLP at SemEval-2017 Task 1: Predicting Semantic Textual Similarity with Paraphrase and Event Embeddings
I-Ta Lee
|
Mahak Goindani
|
Chang Li
|
Di Jin
|
Kristen Marie Johnson
|
Xiao Zhang
|
Maria Leonor Pacheco
|
Dan Goldwasser
|
HCCL at SemEval-2017 Task 2: Combining Multilingual Word Embeddings and Transliteration Model for Semantic Similarity
Junqing He
|
Long Wu
|
Xuemin Zhao
|
Yonghong Yan
|
Mahtab at SemEval-2017 Task 2: Combination of Corpus-based and Knowledge-based Methods to Measure Semantic Word Similarity
Niloofar Ranjbar
|
Fatemeh Mashhadirajab
|
Mehrnoush Shamsfard
|
Rayeheh Hosseini pour
|
Aryan Vahid pour
|
LearningToQuestion at SemEval 2017 Task 3: Ranking Similar Questions by Learning to Rank Using Rich Features
Naman Goyal
|
ECNU at SemEval-2017 Task 3: Using Traditional and Deep Learning Methods to Address Community Question Answering Task
Guoshun Wu
|
Yixuan Sheng
|
Man Lan
|
Yuanbin Wu
|
DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison
Christos Baziotis
|
Nikos Pelekis
|
Christos Doulkeridis
|
ECNU at SemEval-2017 Task 8: Rumour Evaluation Using Effective Features and Supervised Ensemble Models
Feixiang Wang
|
Man Lan
|
Yuanbin Wu
|
The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction
Waleed Ammar
|
Matthew Peters
|
Chandra Bhagavatula
|
Russell Power
|
NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings
Yichun Yin
|
Yangqiu Song
|
Ming Zhang
|
DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis
Christos Baziotis
|
Nikos Pelekis
|
Christos Doulkeridis
|
YNU-HPCC at SemEval 2017 Task 4: Using A Multi-Channel CNN-LSTM Model for Sentiment Classification
Haowei Zhang
|
Jin Wang
|
Jixian Zhang
|
Xuejie Zhang
|
Fortia-FBK at SemEval-2017 Task 5: Bullish or Bearish? Inferring Sentiment towards Brands from Financial News Headlines
Youness Mansar
|
Lorenzo Gatti
|
Sira Ferradans
|
Marco Guerini
|
Jacopo Staiano
|
PKU_ICL at SemEval-2017 Task 10: Keyphrase Extraction with Model Ensemble and External Knowledge
Liang Wang
|
Sujian Li
|
EELECTION at SemEval-2017 Task 10: Ensemble of nEural Learners for kEyphrase ClassificaTION
Steffen Eger
|
Erik-Lân Do Dinh
|
Ilia Kuznetsov
|
Masoud Kiaeeha
|
Iryna Gurevych
|
SemEval-2018 Task 3: Irony Detection in English Tweets
Cynthia Van Hee
|
Els Lefever
|
Véronique Hoste
|
NLPZZX at SemEval-2018 Task 1: Using Ensemble Method for Emotion and Sentiment Intensity Determination
Zhengxin Zhang
|
Qimin Zhou
|
Hao Wu
|
UWB at SemEval-2018 Task 1: Emotion Intensity Detection in Tweets
Pavel Přibáň
|
Tomáš Hercig
|
Ladislav Lenc
|
AttnConvnet at SemEval-2018 Task 1: Attention-based Convolutional Neural Networks for Multi-label Emotion Classification
Yanghoon Kim
|
Hwanhee Lee
|
Kyomin Jung
|
RNN for Affects at SemEval-2018 Task 1: Formulating Affect Identification as a Binary Classification Problem
Aysu Ezen-Can
|
Ethem F. Can
|
DL Team at SemEval-2018 Task 1: Tweet Affect Detection using Sentiment Lexicons and Embeddings
Dmitry Kravchenko
|
Lidia Pivovarova
|
Yuan at SemEval-2018 Task 1: Tweets Emotion Intensity Prediction using Ensemble Recurrent Neural Network
Min Wang
|
Xiaobing Zhou
|
AffecThor at SemEval-2018 Task 1: A cross-linguistic approach to sentiment intensity quantification in tweets
Mostafa Abdou
|
Artur Kulmizev
|
Joan Ginés i Ametllé
|
PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags
Ji Ho Park
|
Peng Xu
|
Pascale Fung
|
YNU-HPCC at SemEval-2018 Task 1: BiLSTM with Attention based Sentiment Analysis for Affect in Tweets
You Zhang
|
Jin Wang
|
Xuejie Zhang
|
ISCLAB at SemEval-2018 Task 1: UIR-Miner for Affect in Tweets
Meng Li
|
Zhenyuan Dong
|
Zhihao Fan
|
Kongming Meng
|
Jinghua Cao
|
Guanqi Ding
|
Yuhan Liu
|
Jiawei Shan
|
Binyang Li
|
TCS Research at SemEval-2018 Task 1: Learning Robust Representations using Multi-Attention Architecture
Hardik Meisheri
|
Lipika Dey
|
Zewen at SemEval-2018 Task 1: An Ensemble Model for Affect Prediction in Tweets
Zewen Chi
|
Heyan Huang
|
Jiangui Chen
|
Hao Wu
|
Ran Wei
|
TeamCEN at SemEval-2018 Task 1: Global Vectors Representation in Emotion Detection
Anon George
|
Barathi Ganesh H. B.
|
Anand Kumar M
|
Soman K P
|
RIDDL at SemEval-2018 Task 1: Rage Intensity Detection with Deep Learning
Venkatesh Elango
|
Karan Uppal
|
psyML at SemEval-2018 Task 1: Transfer Learning for Sentiment and Emotion Analysis
Grace Gee
|
Eugene Wang
|
EmoNLP at SemEval-2018 Task 2: English Emoji Prediction with Gradient Boosting Regression Tree Method and Bidirectional LSTM
Man Liu
|
#TeamINF at SemEval-2018 Task 2: Emoji Prediction in Tweets
Alison Ribeiro
|
Nádia Silva
|
PickleTeam! at SemEval-2018 Task 2: English and Spanish Emoji Prediction from Tweets
Daphne Groot
|
Rémon Kruizinga
|
Hennie Veldthuis
|
Simon de Wit
|
Hessel Haagsma
|
YNU-HPCC at SemEval-2018 Task 2: Multi-ensemble Bi-GRU Model with Attention Mechanism for Multilingual Emoji Prediction
Nan Wang
|
Jin Wang
|
Xuejie Zhang
|
TAJJEB at SemEval-2018 Task 2: Traditional Approaches Just Do the Job with Emoji Prediction
Angelo Basile
|
Kenny W. Lino
|
Tweety at SemEval-2018 Task 2: Predicting Emojis using Hierarchical Attention Neural Networks and Support Vector Machine
Daniel Kopev
|
Atanas Atanasov
|
Dimitrina Zlatkova
|
Momchil Hardalov
|
Ivan Koychev
|
Ivelina Nikolova
|
Galia Angelova
|
NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter
Thanh Vu
|
Dat Quoc Nguyen
|
Xuan-Son Vu
|
Dai Quoc Nguyen
|
Michael Catt
|
Michael Trenell
|
IIIDYT at SemEval-2018 Task 3: Irony detection in English tweets
Edison Marrese-Taylor
|
Suzana Ilic
|
Jorge Balazs
|
Helmut Prendinger
|
Yutaka Matsuo
|
HashCount at SemEval-2018 Task 3: Concatenative Featurization of Tweet and Hashtags for Irony Detection
Won Ik Cho
|
Woo Hyun Kang
|
Nam Soo Kim
|
ECNU at SemEval-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods
Zhenghang Yin
|
Feixiang Wang
|
Man Lan
|
Wenting Wang
|
YNU-HPCC at SemEval-2018 Task 3: Ensemble Neural Network Models for Irony Detection on Twitter
Bo Peng
|
Jin Wang
|
Xuejie Zhang
|
NLPRL-IITBHU at SemEval-2018 Task 3: Combining Linguistic Features and Emoji pre-trained CNN for Irony Detection in Tweets
Harsh Rangwani
|
Devang Kulshreshtha
|
Anil Kumar Singh
|
KNU CI System at SemEval-2018 Task4: Character Identification by Solving Sequence-Labeling Problem
Cheoneum Park
|
Heejun Song
|
Changki Lee
|
SemEval-2018 Task 8: Semantic Extraction from CybersecUrity REports using Natural Language Processing (SecureNLP)
Peter Phandi
|
Amila Silva
|
Wei Lu
|
DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features
Chunping Ma
|
Huafei Zheng
|
Pengjun Xie
|
Chen Li
|
Linlin Li
|
Luo Si
|
SUNNYNLP at SemEval-2018 Task 10: A Support-Vector-Machine-Based Method for Detecting Semantic Difference using Taxonomy and Word Embedding Features
Sunny Lai
|
Kwong Sak Leung
|
Yee Leung
|
SemEval-2018 Task 11: Machine Comprehension Using Commonsense Knowledge
Simon Ostermann
|
Michael Roth
|
Ashutosh Modi
|
Stefan Thater
|
Manfred Pinkal
|
Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension
Liang Wang
|
Meng Sun
|
Wei Zhao
|
Kewei Shen
|
Jingming Liu
|
SemEval-2018 Task 12: The Argument Reasoning Comprehension Task
Ivan Habernal
|
Henning Wachsmuth
|
Iryna Gurevych
|
Benno Stein
|
ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings
Lena Hettinger
|
Alexander Dallmann
|
Albin Zehe
|
Thomas Niebler
|
Andreas Hotho
|
Talla at SemEval-2018 Task 7: Hybrid Loss Optimization for Relation Classification using Convolutional Neural Networks
Bhanu Pratap
|
Daniel Shank
|
Oladipo Ositelu
|
Byron Galbraith
|
TeamDL at SemEval-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields
Manikandan R
|
Krishna Madgula
|
Snehanshu Saha
|
Villani at SemEval-2018 Task 8: Semantic Extraction from Cybersecurity Reports using Representation Learning
Pablo Loyola
|
Kugamoorthy Gajananan
|
Yuji Watanabe
|
Fumiko Satoh
|
NLP_HZ at SemEval-2018 Task 9: a Nearest Neighbor Approach
Wei Qiu
|
Mosha Chen
|
Linlin Li
|
Luo Si
|
EXPR at SemEval-2018 Task 9: A Combined Approach for Hypernym Discovery
Ahmad Issa Alaa Aldine
|
Mounira Harzallah
|
Giuseppe Berio
|
Nicolas Béchet
|
Ahmad Faour
|
UWB at SemEval-2018 Task 10: Capturing Discriminative Attributes from Word Distributions
Tomáš Brychcín
|
Tomáš Hercig
|
Josef Steinberger
|
Michal Konkol
|
GHH at SemEval-2018 Task 10: Discovering Discriminative Attributes in Distributional Semantics
Mohammed Attia
|
Younes Samih
|
Manaal Faruqui
|
Wolfgang Maier
|
THU_NGN at SemEval-2018 Task 10: Capturing Discriminative Attributes with MLP-CNN model
Chuhan Wu
|
Fangzhao Wu
|
Sixing Wu
|
Zhigang Yuan
|
Yongfeng Huang
|
Wolves at SemEval-2018 Task 10: Semantic Discrimination based on Knowledge and Association
Shiva Taslimipoor
|
Omid Rohanian
|
Le An Ha
|
Gloria Corpas Pastor
|
Ruslan Mitkov
|
BomJi at SemEval-2018 Task 10: Combining Vector-, Pattern- and Graph-based Information to Identify Discriminative Attributes
Enrico Santus
|
Chris Biemann
|
Emmanuele Chersoni
|
Igevorse at SemEval-2018 Task 10: Exploring an Impact of Word Embeddings Concatenation for Capturing Discriminative Attributes
Maxim Grishin
|
ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection
Yunxiao Zhou
|
Man Lan
|
Yuanbin Wu
|
AmritaNLP at SemEval-2018 Task 10: Capturing discriminative attributes using convolution neural network over global vector representation.
Vivek Vinayan
|
Anand Kumar M
|
Soman K P
|
Discriminator at SemEval-2018 Task 10: Minimally Supervised Discrimination
Artur Kulmizev
|
Mostafa Abdou
|
Vinit Ravishankar
|
Malvina Nissim
|
UMD at SemEval-2018 Task 10: Can Word Embeddings Capture Discriminative Attributes?
Alexander Zhang
|
Marine Carpuat
|
NTU NLP Lab System at SemEval-2018 Task 10: Verifying Semantic Differences by Integrating Distributional Information and Expert Knowledge
Yow-Ting Shiue
|
Hen-Hsen Huang
|
Hsin-Hsi Chen
|
ELiRF-UPV at SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge
José-Ángel González
|
Lluís-F. Hurtado
|
Encarna Segarra
|
Ferran Pla
|
YNU_Deep at SemEval-2018 Task 11: An Ensemble of Attention-based BiLSTM Models for Machine Comprehension
Peng Ding
|
Xiaobing Zhou
|
ECNU at SemEval-2018 Task 11: Using Deep Learning Method to Address Machine Comprehension Task
Yixuan Sheng
|
Man Lan
|
Yuanbin Wu
|
CSReader at SemEval-2018 Task 11: Multiple Choice Question Answering as Textual Entailment
Zhengping Jiang
|
Qi Sun
|
YNU-HPCC at Semeval-2018 Task 11: Using an Attention-based CNN-LSTM for Machine Comprehension using Commonsense Knowledge
Hang Yuan
|
Jin Wang
|
Xuejie Zhang
|
Jiangnan at SemEval-2018 Task 11: Deep Neural Network with Attention Method for Machine Comprehension Task
Jiangnan Xia
|
SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension
Taeuk Kim
|
Jihun Choi
|
Sang-goo Lee
|
ITNLP-ARC at SemEval-2018 Task 12: Argument Reasoning Comprehension with Attention
Wenjie Liu
|
Chengjie Sun
|
Lei Lin
|
Bingquan Liu
|
YNU Deep at SemEval-2018 Task 12: A BiLSTM Model with Neural Attention for Argument Reasoning Comprehension
Peng Ding
|
Xiaobing Zhou
|
UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing
Anirudh Joshi
|
Tim Baldwin
|
Richard O. Sinnott
|
Cecile Paris
|
Joker at SemEval-2018 Task 12: The Argument Reasoning Comprehension with Neural Attention
Guobin Sui
|
Wenhan Chao
|
Zhunchen Luo
|
Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity Categories
Daniil Sorokin
|
Iryna Gurevych
|
Element-wise Bilinear Interaction for Sentence Matching
Jihun Choi
|
Taeuk Kim
|
Sang-goo Lee
|
Integrating Multiplicative Features into Supervised Distributional Methods for Lexical Entailment
Tu Vu
|
Vered Shwartz
|
Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds
Sheng Zhang
|
Kevin Duh
|
Benjamin Van Durme
|
Hypothesis Only Baselines in Natural Language Inference
Adam Poliak
|
Jason Naradowsky
|
Aparajita Haldar
|
Rachel Rudinger
|
Benjamin Van Durme
|
A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning
Hatem Mousselly-Sergieh
|
Teresa Botschen
|
Iryna Gurevych
|
Stefan Roth
|
Measuring Frame Instance Relatedness
Valerio Basile
|
Roque Lopez Condori
|
Elena Cabrio
|
Multiplicative Tree-Structured Long Short-Term Memory Networks for Semantic Representations
Nam Khanh Tran
|
Weiwei Cheng
|
Improving Topic Coherence with Latent Feature Word Representations in MAP Estimation for Topic Modeling
Dat Quoc Nguyen
|
Kairit Sirts
|
Mark Johnson
|
Leveraging Linguistic Resources for Improving Neural Text Classification
Ming Liu
|
Gholamreza Haffari
|
Wray Buntine
|
Michelle Ananda-Rajah
|
A Hybrid Model for Quality Assessment of Wikipedia Articles
Aili Shen
|
Jianzhong Qi
|
Timothy Baldwin
|
Cluster Labeling by Word Embeddings and WordNet's Hypernymy
Hanieh Poostchi
|
Massimo Piccardi
|
A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword Expressions
Navnita Nandakumar
|
Bahar Salehi
|
Timothy Baldwin
|
Mental Illness Detection at the World Well-Being Project for the CLPsych 2015 Shared Task
Daniel Preoţiuc-Pietro
|
Maarten Sap
|
H. Andrew Schwartz
|
Lyle Ungar
|
Recursive Neural Networks for Coding Therapist and Patient Behavior in Motivational Interviewing
Michael Tanana
|
Kevin Hallgren
|
Zac Imel
|
David Atkins
|
Padhraic Smyth
|
Vivek Srikumar
|
A Simple Word Embedding Model for Lexical Substitution
Oren Melamud
|
Omer Levy
|
Ido Dagan
|
Dependency Link Embeddings: Continuous Representations of Syntactic Substructures
Mohit Bansal
|
Bilingual Word Representations with Monolingual Quality in Mind
Thang Luong
|
Hieu Pham
|
Christopher D. Manning
|
A Deep Learning and Knowledge Transfer Based Architecture for Social Media User Characteristic Determination
Matthew Riemer
|
Sophia Krasikov
|
Harini Srinivasan
|
Lexical Semantics and Model Theory: Together at Last?
András Kornai
|
Marcus Kracht
|
Towards a Model of Prediction-based Syntactic Category Acquisition: First Steps with Word Embeddings
Robert Grimm
|
Giovanni Cassani
|
Walter Daelemans
|
Steven Gillis
|
Image with a Message: Towards Detecting Non-Literal Image Usages by Visual Linking
Lydia Weiland
|
Laura Dietz
|
Simone Paolo Ponzetto
|
Generating Semantically Precise Scene Graphs from Textual Descriptions for Improved Image Retrieval
Sebastian Schuster
|
Ranjay Krishna
|
Angel Chang
|
Li Fei-Fei
|
Christopher D. Manning
|
Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis
Angeliki Lazaridou
|
Dat Tien Nguyen
|
Marco Baroni
|
Machine Translation Evaluation using Recurrent Neural Networks
Rohit Gupta
|
Constantin Orăsan
|
Josef van Genabith
|
Evaluating distributed word representations for capturing semantics of biomedical concepts
Muneeb TH
|
Sunil Sahu
|
Ashish Anand
|
Recursive Neural Networks Can Learn Logical Semantics
Samuel R. Bowman
|
Christopher Potts
|
Christopher D. Manning
|
Concept Extensions as the Basis for Vector-Space Semantics: Combining Distributional and Ontological Information about Entities
Jackie Chi Kit Cheung
|
Joint Semantic Relevance Learning with Text Data and Graph Knowledge
Dongxu Zhang
|
Bin Yuan
|
Dong Wang
|
Rong Liu
|
Exploring the effect of semantic similarity for Phrase-based Machine Translation
Kunal Sachdeva
|
Dipti Sharma
|
Hallym: Named Entity Recognition on Twitter with Word Representation
Eun-Suk Yang
|
Yu-Seop Kim
|
Enhancing Named Entity Recognition in Twitter Messages Using Entity Linking
Ikuya Yamada
|
Hideaki Takeda
|
Yoshiyasu Takefuji
|
Improving Twitter Named Entity Recognition using Word Representations
Zhiqiang Toh
|
Bin Chen
|
Jian Su
|
Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking
Tsung-Hsien Wen
|
Milica Gašić
|
Dongho Kim
|
Nikola Mrkšić
|
Pei-Hao Su
|
David Vandyke
|
Steve Young
|
Words are not Equal: Graded Weighting Model for Building Composite Document Vectors
Pranjal Singh
|
Amitabha Mukerjee
|
Detection of Multiword Expressions for Hindi Language using Word Embeddings and WordNet-based Features
Dhirendra Singh
|
Sudha Bhingardive
|
Kevin Patel
|
Pushpak Bhattacharyya
|
Attention-Based Convolutional Neural Network for Machine Comprehension
Wenpeng Yin
|
Sebastian Ebert
|
Hinrich Schütze
|
Self-Reflective Sentiment Analysis
Benjamin Shickel
|
Martin Heesacker
|
Sherry Benton
|
Ashkan Ebadi
|
Paul Nickerson
|
Parisa Rashidi
|
Sentiment Lexicon Creation using Continuous Latent Space and Neural Networks
Pedro Dias Cardoso
|
Anindya Roy
|
Automatic Generation of Context-Based Fill-in-the-Blank Exercises Using Co-occurrence Likelihoods and Google n-grams
Jennifer Hill
|
Rahul Simha
|
Detecting novel metaphor using selectional preference information
Hessel Haagsma
|
Johannes Bjerva
|
Learning Cross-lingual Representations with Matrix Factorization
Hanan Aldarmaki
|
Mona Diab
|
An Attentive Neural Architecture for Fine-grained Entity Type Classification
Sonse Shimaoka
|
Pontus Stenetorp
|
Kentaro Inui
|
Sebastian Riedel
|
Better Together: Combining Language and Social Interactions into a Shared Representation
Yi-Yu Lai
|
Chang Li
|
Dan Goldwasser
|
Jennifer Neville
|
Joint Learning of Sentence Embeddings for Relevance and Entailment
Petr Baudiš
|
Silvestr Stanko
|
Jan Šedivý
|
Adjusting Word Embeddings with Semantic Intensity Orders
Joo-Kyung Kim
|
Marie-Catherine de Marneffe
|
Eric Fosler-Lussier
|
An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation
Jey Han Lau
|
Timothy Baldwin
|
Mapping Unseen Words to Task-Trained Embedding Spaces
Pranava Swaroop Madhyastha
|
Mohit Bansal
|
Kevin Gimpel
|
Karen Livescu
|
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders
Antonio Valerio Miceli Barone
|
Learning Text Similarity with Siamese Recurrent Networks
Paul Neculoiu
|
Maarten Versteegh
|
Mihai Rotaru
|
Parameterized context windows in Random Indexing
Tobias Norlund
|
David Nilsson
|
Magnus Sahlgren
|
Making Sense of Word Embeddings
Maria Pelevina
|
Nikolay Arefiev
|
Chris Biemann
|
Alexander Panchenko
|
Using Embedding Masks for Word Categorization
Stefan Ruseti
|
Traian Rebedea
|
Stefan Trausan-Matu
|
Sparsifying Word Representations for Deep Unordered Sentence Modeling
Prasanna Sattigeri
|
Jayaraman J. Thiagarajan
|
Learning Word Importance with the Neural Bag-of-Words Model
Imran Sheikh
|
Irina Illina
|
Dominique Fohr
|
Georges Linarès
|
A Vector Model for Type-Theoretical Semantics
Konstantin Sokolov
|
Neural Associative Memory for Dual-Sequence Modeling
Dirk Weissenborn
|
Modeling Selectional Preferences of Verbs and Nouns in String-to-Tree Machine Translation
Maria Nădejde
|
Alexandra Birch
|
Philipp Koehn
|
The Kyoto University Cross-Lingual Pronoun Translation System
Raj Dabre
|
Yevgeniy Puzikov
|
Fabien Cromieres
|
Sadao Kurohashi
|
Evaluating Word Embeddings Using a Representative Suite of Practical Tasks
Neha Nayak
|
Gabor Angeli
|
Christopher D. Manning
|
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks
Manaal Faruqui
|
Yulia Tsvetkov
|
Pushpendre Rastogi
|
Chris Dyer
|
Intrinsic Evaluations of Word Embeddings: What Can We Do Better?
Anna Gladkova
|
Aleksandr Drozd
|
Find the word that does not belong: A Framework for an Intrinsic Evaluation of Word Vector Representations
José Camacho-Collados
|
Roberto Navigli
|
An Improved Crowdsourcing Based Evaluation Technique for Word Embedding Methods
Farhana Ferdousi Liza
|
Marek Grześ
|
Evaluating Embeddings using Syntax-based Classification Tasks as a Proxy for Parser Performance
Arne Köhn
|
Evaluating vector space models using human semantic priming results
Allyson Ettinger
|
Tal Linzen
|
Evaluating embeddings on dictionary-based similarity
Judit Ács
|
András Kornai
|
Evaluating Informal-Domain Word Representations With UrbanDictionary
Naomi Saphra
|
Correlation-based Intrinsic Evaluation of Word Vector Representations
Yulia Tsvetkov
|
Manaal Faruqui
|
Chris Dyer
|
Probing for semantic evidence of composition by means of simple classification tasks
Allyson Ettinger
|
Ahmed Elgohary
|
Philip Resnik
|
Improved Semantic Representation for Domain-Specific Entities
Mohammad Taher Pilehvar
|
Nigel Collier
|
Using Centroids of Word Embeddings and Word Mover’s Distance for Biomedical Document Retrieval in Question Answering
Georgios-Ioannis Brokos
|
Prodromos Malakasiotis
|
Ion Androutsopoulos
|
Modelling the Combination of Generic and Target Domain Embeddings in a Convolutional Neural Network for Sentence Classification
Nut Limsopatham
|
Nigel Collier
|
How to Train good Word Embeddings for Biomedical NLP
Billy Chiu
|
Gamal Crichton
|
Anna Korhonen
|
Sampo Pyysalo
|
Focused Evaluation for Image Description with Binary Forced-Choice Tasks
Micah Hodosh
|
Julia Hockenmaier
|
Content selection as semantic-based ontology exploration
Laura Perez-Beltrachini
|
Claire Gardent
|
Anselme Revuz
|
Saptarashmi Bandyopadhyay
|
Measuring the Similarity of Sentential Arguments in Dialogue
Amita Misra
|
Brian Ecker
|
Marilyn Walker
|
Towards Accurate Event Detection in Social Media: A Weakly Supervised Approach for Learning Implicit Event Indicators
Ajit Jain
|
Girish Kasiviswanathan
|
Ruihong Huang
|
Bidirectional LSTM for Named Entity Recognition in Twitter Messages
Nut Limsopatham
|
Nigel Collier
|
Learning to recognise named entities in tweets by exploiting weakly labelled data
Kurt Junshean Espinosa
|
Riza Theresa Batista-Navarro
|
Sophia Ananiadou
|
Learning to Search for Recognizing Named Entities in Twitter
Ioannis Partalas
|
Cédric Lopez
|
Nadia Derbas
|
Ruslan Kalitvianski
|
DeepNNNER: Applying BLSTM-CNNs and Extended Lexicons to Named Entity Recognition in Tweets
Fabrice Dugas
|
Eric Nichols
|
Extracting Social Networks from Literary Text with Word Embedding Tools
Gerhard Wohlgenannt
|
Ekaterina Chernyak
|
Dmitry Ilvovsky
|
Bidirectional LSTM-CRF for Clinical Concept Extraction
Raghavendra Chalapathy
|
Ehsan Zare Borzeshi
|
Massimo Piccardi
|
Assessing the Corpus Size vs. Similarity Trade-off for Word Embeddings in Clinical NLP
Kirk Roberts
|
Detecting Opinion Polarities using Kernel Methods
Rasoul Kaljahi
|
Jennifer Foster
|
Innovative Semi-Automatic Methodology to Annotate Emotional Corpora
Lea Canales
|
Carlo Strapparava
|
Ester Boldrini
|
Patricio Martínez-Barco
|
Local-Global Vectors to Improve Unigram Terminology Extraction
Ehsan Amjadian
|
Diana Inkpen
|
Tahereh Paribakht
|
Farahnaz Faez
|
LSTM Autoencoders for Dialect Analysis
Taraka Rama
|
Çağrı Çöltekin
|
Distributed Vector Representations for Unsupervised Automatic Short Answer Grading
Oliver Adams
|
Shourya Roy
|
Raghuram Krishnapuram
|
A Comparison of Word Embeddings for English and Cross-Lingual Chinese Word Sense Disambiguation
Hong Jin Kang
|
Tao Chen
|
Muthu Kumar Chandrasekaran
|
Min-Yen Kan
|
Learning Orthographic Features in Bi-directional LSTM for Biomedical Named Entity Recognition
Nut Limsopatham
|
Nigel Collier
|
Named Entity Recognition in Swedish Health Records with Character-Based Deep Bidirectional LSTMs
Simon Almgren
|
Sean Pavlov
|
Olof Mogren
|
Path-based vs. Distributional Information in Recognizing Lexical Semantic Relations
Vered Shwartz
|
Ido Dagan
|
Word Sense Disambiguation using a Bidirectional LSTM
Mikael Kågebäck
|
Hans Salomonsson
|
The CogALex-V Shared Task on the Corpus-Based Identification of Semantic Relations
Enrico Santus
|
Anna Gladkova
|
Stefan Evert
|
Alessandro Lenci
|
CogALex-V Shared Task: LexNET - Integrated Path-based and Distributional Method for the Identification of Semantic Relations
Vered Shwartz
|
Ido Dagan
|
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings
Mohammed Attia
|
Suraj Maharjan
|
Younes Samih
|
Laura Kallmeyer
|
Thamar Solorio
|
X575: Writing rengas with web services
Daniel Winterstein
|
Joseph Corneli
|
Expressions of Anxiety in Political Texts
Ludovic Rheault
|
Introducing DRAIL – a Step Towards Declarative Deep Relational Learning
Xiao Zhang
|
Maria Leonor Pacheco
|
Chang Li
|
Dan Goldwasser
|
An Investigation of Recurrent Neural Architectures for Drug Name Recognition
Raghavendra Chalapathy
|
Ehsan Zare Borzeshi
|
Massimo Piccardi
|
Modelling Radiological Language with Bidirectional Long Short-Term Memory Networks
Savelie Cornegruta
|
Robert Bakewell
|
Samuel Withey
|
Giovanni Montana
|
Towards Deep Learning in Hindi NER: An approach to tackle the Labelled Data Sparsity
Vinayak Athavale
|
Shreenivas Bharadwaj
|
Monik Pamecha
|
Ameya Prabhu
|
Manish Shrivastava
|
Opinion Mining in a Code-Mixed Environment: A Case Study with Government Portals
Deepak Gupta
|
Ankit Lamba
|
Asif Ekbal
|
Pushpak Bhattacharyya
|
Real-valued Syntactic Word Vectors (RSV) for Greedy Neural Dependency Parsing
Ali Basirat
|
Joakim Nivre
|
Linear Ensembles of Word Embedding Models
Avo Muromägi
|
Kairit Sirts
|
Sven Laur
|
Redefining Context Windows for Word Embedding Models: An Experimental Study
Pierre Lison
|
Andrey Kutuzov
|
Annotating omission in statement pairs
Héctor Martínez Alonso
|
Amaury Delamaire
|
Benoît Sagot
|
LSDSem 2017: Exploring Data Generation Methods for the Story Cloze Test
Michael Bugert
|
Yevgeniy Puzikov
|
Andreas Rücklé
|
Judith Eckle-Kohler
|
Teresa Martin
|
Eugenio Martínez-Cámara
|
Daniil Sorokin
|
Maxime Peyrard
|
Iryna Gurevych
|
Resource-Lean Modeling of Coherence in Commonsense Stories
Niko Schenk
|
Christian Chiarcos
|
Story Cloze Ending Selection Baselines and Data Examination
Todor Mihaylov
|
Anette Frank
|
Semantic Similarity of Arabic Sentences with Word Embeddings
El Moatez Billah Nagoudi
|
Didier Schwab
|
Use Generalized Representations, But Do Not Forget Surface Features
Nafise Sadat Moosavi
|
Michael Strube
|
Automated WordNet Construction Using Word Embeddings
Mikhail Khodak
|
Andrej Risteski
|
Christiane Fellbaum
|
Sanjeev Arora
|
Improving Verb Metaphor Detection by Propagating Abstractness to Words, Phrases and Individual Senses
Maximilian Köper
|
Sabine Schulte im Walde
|
Classifying Lexical-semantic Relationships by Exploiting Sense/Concept Representations
Kentaro Kanada
|
Tetsunori Kobayashi
|
Yoshihiko Hayashi
|
Supervised and unsupervised approaches to measuring usage similarity
Milton King
|
Paul Cook
|
Metaphor Detection in a Poetry Corpus
Vaibhav Kesarwani
|
Diana Inkpen
|
Stan Szpakowicz
|
Chris Tanasescu
|
Representations of Time Expressions for Temporal Relation Extraction with Convolutional Neural Networks
Chen Lin
|
Timothy Miller
|
Dmitriy Dligach
|
Steven Bethard
|
Guergana Savova
|
Automatic classification of doctor-patient questions for a virtual patient record query task
Leonardo Campillos Llanos
|
Sophie Rosset
|
Pierre Zweigenbaum
|
Clinical Event Detection with Hybrid Neural Architecture
Adyasha Maharana
|
Meliha Yetisgen
|
Sentence Alignment using Unfolding Recursive Autoencoders
Jeenu Grover
|
Pabitra Mitra
|
Emergent Predication Structure in Hidden State Vectors of Neural Readers
Hai Wang
|
Takeshi Onishi
|
Kevin Gimpel
|
David McAllester
|
Combining Word-Level and Character-Level Representations for Relation Classification of Informal Text
Dongyun Liang
|
Weiran Xu
|
Yinge Zhao
|
Transfer Learning for Neural Semantic Parsing
Xing Fan
|
Emilio Monti
|
Lambert Mathias
|
Markus Dreyer
|
NewsQA: A Machine Comprehension Dataset
Adam Trischler
|
Tong Wang
|
Xingdi Yuan
|
Justin Harris
|
Alessandro Sordoni
|
Philip Bachman
|
Kaheer Suleman
|
Intrinsic and Extrinsic Evaluation of Spatiotemporal Text Representations in Twitter Streams
Lawrence Phillips
|
Kyle Shaffer
|
Dustin Arendt
|
Nathan Hodas
|
Svitlana Volkova
|
Learning when to skim and when to read
Alexander Johansen
|
Richard Socher
|
Learning to Embed Words in Context for Syntactic Tasks
Lifu Tu
|
Kevin Gimpel
|
Karen Livescu
|
Tracing armed conflicts with diachronic word embedding models
Andrey Kutuzov
|
Erik Velldal
|
Lilja Øvrelid
|
Cross-Lingual Classification of Topics in Political Texts
Goran Glavaš
|
Federico Nanni
|
Simone Paolo Ponzetto
|
Constructive Language in News Comments
Varada Kolhatkar
|
Maite Taboada
|
Deep Learning for User Comment Moderation
John Pavlopoulos
|
Prodromos Malakasiotis
|
Ion Androutsopoulos
|
A Syllable-based Technique for Word Embeddings of Korean Words
Sanghyuk Choi
|
Taeuk Kim
|
Jinseok Seol
|
Sang-goo Lee
|
Neural Paraphrase Identification of Questions with Noisy Pretraining
Gaurav Singh Tomar
|
Thyago Duque
|
Oscar Täckström
|
Jakob Uszkoreit
|
Dipanjan Das
|
Tracking Bias in News Sources Using Social Media: the Russia-Ukraine Maidan Crisis of 2013–2014
Peter Potash
|
Alexey Romanov
|
Mikhail Gronas
|
Anna Rumshisky
|
Mikhail Gronas
|
Improved Abusive Comment Moderation with User Embeddings
John Pavlopoulos
|
Prodromos Malakasiotis
|
Juli Bakagianni
|
Ion Androutsopoulos
|
Using New York Times Picks to Identify Constructive Comments
Varada Kolhatkar
|
Maite Taboada
|
Spatial Language Understanding with Multimodal Graphs using Declarative Learning based Programming
Parisa Kordjamshidi
|
Taher Rahgooy
|
Umar Manzoor
|
Lithium NLP: A System for Rich Information Extraction from Noisy User Generated Text on Social Media
Preeti Bhargava
|
Nemanja Spasojevic
|
Guoning Hu
|
Distributed Representation, LDA Topic Modelling and Deep Learning for Emerging Named Entity Recognition from Social Media
Patrick Jansson
|
Shuhua Liu
|
Multi-channel BiLSTM-CRF Model for Emerging Named Entity Recognition in Social Media
Bill Y. Lin
|
Frank Xu
|
Zhiyi Luo
|
Kenny Zhu
|
A Feature-based Ensemble Approach to Recognition of Emerging and Rare Named Entities
Utpal Kumar Sikdar
|
Björn Gambäck
|
Using a Graph-based Coherence Model in Document-Level Machine Translation
Leo Born
|
Mohsen Mesgar
|
Michael Strube
|
Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence Models
Harsh Jhamtani
|
Varun Gangal
|
Eduard Hovy
|
Eric Nyberg
|
Combining CNNs and Pattern Matching for Question Interpretation in a Virtual Patient Dialogue System
Lifeng Jin
|
Michael White
|
Evan Jaffe
|
Laura Zimmerman
|
Douglas Danforth
|
An Error-Oriented Approach to Word Embedding Pre-Training
Youmna Farag
|
Marek Rei
|
Ted Briscoe
|
Investigating neural architectures for short answer scoring
Brian Riordan
|
Andrea Horbach
|
Aoife Cahill
|
Torsten Zesch
|
Chong Min Lee
|
Classifier Stacking for Native Language Identification
Wen Li
|
Liang Zou
|
200K+ Crowdsourced Political Arguments for a New Chilean Constitution
Constanza Fierro
|
Claudio Fuentes
|
Jorge Pérez
|
Mauricio Quezada
|
Argument Relation Classification Using a Joint Inference Model
Yufang Hou
|
Charles Jochim
|
Assessing State-of-the-Art Sentiment Models on State-of-the-Art Sentiment Datasets
Jeremy Barnes
|
Roman Klinger
|
Sabine Schulte im Walde
|
GradAscent at EmoInt-2017: Character and Word Level Recurrent Neural Network Models for Tweet Emotion Intensity Detection
Egor Lakomkin
|
Chandrakant Bothe
|
Stefan Wermter
|
NUIG at EmoInt-2017: BiLSTM and SVR Ensemble to Detect Emotion Intensity
Vladimir Andryushechkin
|
Ian Wood
|
James O’ Neill
|
Textmining at EmoInt-2017: A Deep Learning Approach to Sentiment Intensity Scoring of English Tweets
Hardik Meisheri
|
Rupsa Saha
|
Priyanka Sinha
|
Lipika Dey
|
YNU-HPCC at EmoInt-2017: Using a CNN-LSTM Model for Sentiment Intensity Prediction
You Zhang
|
Hang Yuan
|
Jin Wang
|
Xuejie Zhang
|
Seernet at EmoInt-2017: Tweet Emotion Intensity Estimator
Venkatesh Duppada
|
Sushant Hiray
|
YZU-NLP at EmoInt-2017: Determining Emotion Intensity Using a Bi-directional LSTM-CNN Model
Yuanye He
|
Liang-Chih Yu
|
K. Robert Lai
|
Weiyi Liu
|
UWat-Emote at EmoInt-2017: Emotion Intensity Detection using Affect Clues, Sentiment Polarity and Word Embeddings
Vineet John
|
Olga Vechtomova
|
The RepEval 2017 Shared Task: Multi-Genre Natural Language Inference with Sentence Representations
Nikita Nangia
|
Adina Williams
|
Angeliki Lazaridou
|
Samuel Bowman
|
Traversal-Free Word Vector Evaluation in Analogy Space
Xiaoyin Che
|
Nico Ring
|
Willi Raschkowski
|
Haojin Yang
|
Christoph Meinel
|
Hypothesis Testing based Intrinsic Evaluation of Word Embeddings
Nishant Gurnani
|
Evaluation of word embeddings against cognitive processes: primed reaction times in lexical decision and naming tasks
Jeremy Auguste
|
Arnaud Rey
|
Benoit Favre
|
Playing with Embeddings : Evaluating embeddings for Robot Language Learning through MUD Games
Anmol Gulati
|
Kumar Krishna Agrawal
|
Recurrent Neural Network-Based Sentence Encoder with Gated Attention for Natural Language Inference
Qian Chen
|
Xiaodan Zhu
|
Zhen-Hua Ling
|
Si Wei
|
Hui Jiang
|
Diana Inkpen
|
Character-level Intra Attention Network for Natural Language Inference
Han Yang
|
Marta R. Costa-jussà
|
José A. R. Fonollosa
|
LCT-MALTA’s Submission to RepEval 2017 Shared Task
Hoa Trong Vu
|
Thuong-Hai Pham
|
Xiaoyu Bai
|
Marc Tanti
|
Lonneke van der Plas
|
Albert Gatt
|
Utterance Intent Classification of a Spoken Dialogue System with Efficiently Untied Recursive Autoencoders
Tsuneo Kato
|
Atsushi Nagai
|
Naoki Noda
|
Ryosuke Sumitomo
|
Jianming Wu
|
Seiichi Yamamoto
|
Neural-based Natural Language Generation in Dialogue using RNN Encoder-Decoder with Semantic Aggregation
Van-Khanh Tran
|
Le-Minh Nguyen
|
Satoshi Tojo
|
Predicting Success in Goal-Driven Human-Human Dialogues
Michael Noseworthy
|
Jackie Chi Kit Cheung
|
Joelle Pineau
|
A Bag of Useful Tricks for Practical Neural Machine Translation: Embedding Layer Initialization and Large Batch Size
Masato Neishi
|
Jin Sakuma
|
Satoshi Tohda
|
Shonosuke Ishiwatari
|
Naoki Yoshinaga
|
Masashi Toyoda
|
Linguistically Rich Vector Representations of Supertags for TAG Parsing
Dan Friedman
|
Jungo Kasai
|
R. Thomas McCoy
|
Robert Frank
|
Forrest Davis
|
Owen Rambow
|
Evaluating Word Embeddings for Sentence Boundary Detection in Speech Transcripts
Marcos Treviso
|
Christopher Shulby
|
Sandra Aluísio
|
If Sentences Could See: Investigating Visual Information for Semantic Textual Similarity
Goran Glavaš
|
Ivan Vulić
|
Simone Paolo Ponzetto
|
Coarse Semantic Classification of Rare Nouns Using Cross-Lingual Data and Recurrent Neural Networks
Oliver Hellwig
|
A Geometric Method for Detecting Semantic Coercion
Stephen McGregor
|
Elisabetta Jezek
|
Matthew Purver
|
Geraint Wiggins
|
Neural Disambiguation of Causal Lexical Markers Based on Context
Eugenio Martínez-Cámara
|
Vered Shwartz
|
Iryna Gurevych
|
Ido Dagan
|
Unsupervised Induction of Compositional Types for English Adjective-Noun Pairs
Wiebke Petersen
|
Oliver Hellwig
|
There’s no ‘Count or Predict’ but task-based selection for distributional models
Martin Riedl
|
Chris Biemann
|
Representation Learning for Answer Selection with LSTM-Based Importance Weighting
Andreas Rücklé
|
Iryna Gurevych
|
Sense Embeddings in Knowledge-Based Word Sense Disambiguation
Loïc Vial
|
Benjamin Lecouteux
|
Didier Schwab
|
An Exploration of Word Embedding Initialization in Deep-Learning Tasks
Tom Kocmi
|
Ondřej Bojar
|
Is your Statement Purposeless? Predicting Computer Science Graduation Admission Acceptance based on Statement Of Purpose
Diptesh Kanojia
|
Nikhil Wani
|
Pushpak Bhattacharyya
|
Beyond Word2Vec: Embedding Words and Phrases in Same Vector Space
Vijay Prakash Dwivedi
|
Manish Shrivastava
|
Experiments with Domain Dependent Dialogue Act Classification using Open-Domain Dialogue Corpora
Swapnil Hingmire
|
Apoorv Shrivastava
|
Girish Palshikar
|
Saurabh Srivastava
|
Acronym Expansion: A General Approach Using Deep Learning
Aditya Thakker
|
Suhail Barot
|
Sudhir Bagul
|
Semantic Enrichment Across Language: A Case Study of Czech Bibliographic Databases
Pavel Smrz
|
Lubomir Otrusina
|
Distributional regularities of verbs and verbal adjectives: Treebank evidence and broader implications
Daniël de Kok
|
Patricia Fischer
|
Corina Dima
|
Erhard Hinrichs
|
Phonologically Informed Edit Distance Algorithms for Word Alignment with Low-Resource Languages
Richard T. McCoy
|
Robert Frank
|
Estimating Linguistic Complexity for Science Texts
Farah Nadeem
|
Mari Ostendorf
|
A Report on the Complex Word Identification Shared Task 2018
Seid Muhie Yimam
|
Chris Biemann
|
Shervin Malmasi
|
Gustavo Paetzold
|
Lucia Specia
|
Sanja Štajner
|
Anaïs Tack
|
Marcos Zampieri
|
UnibucKernel: A kernel-based learning method for complex word identification
Andrei Butnaru
|
Radu Tudor Ionescu
|
The Whole is Greater than the Sum of its Parts: Towards the Effectiveness of Voting Ensemble Classifiers for Complex Word Identification
Nikhil Wani
|
Sandeep Mathias
|
Jayashree Aanand Gajjam
|
Pushpak Bhattacharyya
|
A Semantic Role-based Approach to Open-Domain Automatic Question Generation
Michael Flor
|
Brian Riordan
|
Distractor Generation for Multiple Choice Questions Using Learning to Rank
Chen Liang
|
Xiao Yang
|
Neisarg Dave
|
Drew Wham
|
Bart Pursel
|
C. Lee Giles
|
NILC at CWI 2018: Exploring Feature Engineering and Feature Learning
Nathan Hartmann
|
Leandro Borges dos Santos
|
CLUF: a Neural Model for Second Language Acquisition Modeling
Shuyao Xu
|
Jin Chen
|
Long Qin
|
evision PDF of 'Co-Attention Based Neural Network for Source-Dependent Essay Scoring
Haoran Zhang
|
Diane Litman
|
Predicting Psychological Health from Childhood Essays with Convolutional Neural Networks for the CLPsych 2018 Shared Task (Team UKNLP)
Anthony Rios
|
Tung Tran
|
Ramakanth Kavuluru
|
Predicting Psychological Health from Childhood Essays. The UGent-IDLab CLPsych 2018 Shared Task System.
Klim Zaporojets
|
Lucas Sterckx
|
Johannes Deleu
|
Thomas Demeester
|
Chris Develder
|
Automatic Detection of Incoherent Speech for Diagnosing Schizophrenia
Dan Iter
|
Jong Yoon
|
Dan Jurafsky
|
Leveraging Syntactic Constructions for Metaphor Identification
Kevin Stowe
|
Martha Palmer
|
Literal, Metphorical or Both? Detecting Metaphoricity in Isolated Adjective-Noun Phrases
Agnieszka Mykowiecka
|
Malgorzata Marciniak
|
Aleksander Wawer
|
An LSTM-CRF Based Approach to Token-Level Metaphor Detection
Malay Pramanick
|
Ashim Gupta
|
Pabitra Mitra
|
Phrase-Level Metaphor Identification Using Distributed Representations of Word Meaning
Omnia Zayed
|
John Philip McCrae
|
Paul Buitelaar
|
Bigrams and BiLSTMs Two Neural Networks for Sequential Metaphor Detection
Yuri Bizzoni
|
Mehdi Ghanimifard
|
Di-LSTM Contrast : A Deep Neural Network for Metaphor Detection
Krishnkant Swarnkar
|
Anil Kumar Singh
|
Detecting Figurative Word Occurrences Using Recurrent Neural Networks
Agnieszka Mykowiecka
|
Aleksander Wawer
|
Malgorzata Marciniak
|
Multi-Module Recurrent Neural Networks with Transfer Learning
Filip Skurniak
|
Maria Janicka
|
Aleksander Wawer
|
Extrapolation in NLP
Jeff Mitchell
|
Pontus Stenetorp
|
Pasquale Minervini
|
Sebastian Riedel
|
Morphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource Settings
Pamela Shapiro
|
Kevin Duh
|
Addressing Low-Resource Scenarios with Character-aware Embeddings
Sean Papay
|
Sebastian Padó
|
Ngoc Thang Vu
|
Incorporating Subword Information into Matrix Factorization Word Embeddings
Alexandre Salle
|
Aline Villavicencio
|
An Encoder-decoder Approach to Predicting Causal Relations in Stories
Melissa Roemmele
|
Andrew Gordon
|
Stylistic Variation in Social Media Part-of-Speech Tagging
Murali Raghu Babu Balusu
|
Taha Merghani
|
Jacob Eisenstein
|
Embedding Text in Hyperbolic Spaces
Bhuwan Dhingra
|
Christopher Shallue
|
Mohammad Norouzi
|
Andrew Dai
|
George Dahl
|
PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks
Di Jin
|
Peter Szolovits
|
BioAMA: Towards an End to End BioMedical Question Answering System
Vasu Sharma
|
Nitish Kulkarni
|
Srividya Pranavi
|
Gabriel Bayomi
|
Eric Nyberg
|
Teruko Mitamura
|
Domain Adaptation for Disease Phrase Matching with Adversarial Networks
Miaofeng Liu
|
Jialong Han
|
Haisong Zhang
|
Yan Song
|
CRF-LSTM Text Mining Method Unveiling the Pharmacological Mechanism of Off-target Side Effect of Anti-Multiple Myeloma Drugs
Kaiyin Zhou
|
Sheng Zhang
|
Xiangyu Meng
|
Qi Luo
|
Yuxing Wang
|
Ke Ding
|
Yukun Feng
|
Mo Chen
|
Kevin Cohen
|
Jingbo Xia
|
Investigating Domain-Specific Information for Neural Coreference Resolution on Biomedical Texts
Hai-Long Trieu
|
Nhung T. H. Nguyen
|
Makoto Miwa
|
Sophia Ananiadou
|
Attention-based Semantic Priming for Slot-filling
Jiewen Wu
|
Rafael E. Banchs
|
Luis Fernando D’Haro
|
Pavitra Krishnaswamy
|
Nancy Chen
|
A Multi-Stage Memory Augmented Neural Network for Machine Reading Comprehension
Seunghak Yu
|
Sathish Reddy Indurthi
|
Seohyun Back
|
Haejun Lee
|
Tackling Adversarial Examples in QA via Answer Sentence Selection
Yuanhang Ren
|
Ye Du
|
Di Wang
|
RECIPE: Applying Open Domain Question Answering to Privacy Policies
Yan Shvartzshanider
|
Ananth Balashankar
|
Thomas Wies
|
Lakshminarayanan Subramanian
|
Neural Models for Key Phrase Extraction and Question Generation
Sandeep Subramanian
|
Tong Wang
|
Xingdi Yuan
|
Saizheng Zhang
|
Adam Trischler
|
Yoshua Bengio
|
Predicting Brain Activation with WordNet Embeddings
João António Rodrigues
|
Ruben Branco
|
João Silva
|
Chakaveh Saedi
|
António Branco
|
Affordances in Grounded Language Learning
Stephen McGregor
|
KyungTae Lim
|
Latent Tree Learning with Differentiable Parsers: Shift-Reduce Parsing and Chart Parsing
Jean Maillard
|
Stephen Clark
|
Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL?
Emma Strubell
|
Andrew McCallum
|
Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons
Hwiyeol Jo
|
Stanley Jungkyu Choi
|
Natural Language Inference with Definition Embedding Considering Context On the Fly
Kosuke Nishida
|
Kyosuke Nishida
|
Hisako Asano
|
Junji Tomita
|
Comparison of Representations of Named Entities for Document Classification
Lidia Pivovarova
|
Roman Yangarber
|
Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding
Shuai Tang
|
Hailin Jin
|
Chen Fang
|
Zhaowen Wang
|
Virginia de Sa
|
Connecting Supervised and Unsupervised Sentence Embeddings
Gil Levi
|
Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline
Kawin Ethayarajh
|
Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization
Jilei Wang
|
Shiying Luo
|
Weiyan Shi
|
Tao Dai
|
Shu-Tao Xia
|
Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation
Ivan Vulić
|
Learning Distributional Token Representations from Visual Features
Samuel Broscheit
|
A Sequence-to-Sequence Model for Semantic Role Labeling
Angel Daza
|
Anette Frank
|
Economic Event Detection in Company-Specific News Text
Gilles Jacobs
|
Els Lefever
|
Véronique Hoste
|
A Simple End-to-End Question Answering Model for Product Information
Tuan Lai
|
Trung Bui
|
Sheng Li
|
Nedim Lipka
|
Recognizing Emotions in Video Using Multimodal DNN Feature Fusion
Jennifer Williams
|
Steven Kleinegesse
|
Ramona Comanescu
|
Oana Radu
|
Multimodal Relational Tensor Network for Sentiment and Emotion Classification
Saurav Sahay
|
Shachi H Kumar
|
Rui Xia
|
Jonathan Huang
|
Lama Nachman
|
Sentiment Analysis using Imperfect Views from Spoken Language and Acoustic Modalities
Imran Sheikh
|
Sri Harsha Dumpala
|
Rupayan Chakraborty
|
Sunil Kumar Kopparapu
|
Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data
Michael A. Hedderich
|
Dietrich Klakow
|
Domain Adapted Word Embeddings for Improved Sentiment Classification
Prathusha Kameswara Sarma
|
Yingyu Liang
|
Bill Sethares
|
Detecting Offensive Tweets in Hindi-English Code-Switched Language
Puneet Mathur
|
Rajiv Shah
|
Ramit Sawhney
|
Debanjan Mahata
|
SocialNLP 2018 EmotionX Challenge Overview: Recognizing Emotions in Dialogues
Chao-Chun Hsu
|
Lun-Wei Ku
|
EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues
Linkai Luo
|
Haiqin Yang
|
Francis Y. L. Chin
|
EmotionX-AR: CNN-DCNN autoencoder based Emotion Classifier
Sopan Khosla
|
EmotionX-JTML: Detecting emotions with Attention
Johnny Torres
|
Improving Classification of Twitter Behavior During Hurricane Events
Kevin Stowe
|
Jennings Anderson
|
Martha Palmer
|
Leysia Palen
|
Ken Anderson
|
Thank “Goodness”! A Way to Measure Style in Student Essays
Sandeep Mathias
|
Pushpak Bhattacharyya
|
Augmenting Textual Qualitative Features in Deep Convolution Recurrent Neural Network for Automatic Essay Scoring
Tirthankar Dasgupta
|
Abir Naskar
|
Lipika Dey
|
Rupsa Saha
|
Joint learning of frequency and word embeddings for multilingual readability assessment
Dieu-Thu Le
|
Cam-Tu Nguyen
|
Xiaoliang Wang
|
IIT (BHU) System for Indo-Aryan Language Identification (ILI) at VarDial 2018
Divyanshu Gupta
|
Gourav Dhakad
|
Jayprakash Gupta
|
Anil Kumar Singh
|
STEVENDU2018’s system in VarDial 2018: Discriminating between Dutch and Flemish in Subtitles
Steven Du
|
Yuan Yuan Wang
|
Transferred Embeddings for Igbo Similarity, Analogy, and Diacritic Restoration Tasks
Ignatius Ezeani
|
Ikechukwu Onyenwe
|
Mark Hepple
|
Addressing the Winograd Schema Challenge as a Sequence Ranking Task
Juri Opitz
|
Anette Frank
|
Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter
Kashyap Raiyani
|
Teresa Gonçalves
|
Paulo Quaresma
|
Vitor Beires Nogueira
|
An Ensemble Approach for Aggression Identification in English and Hindi Text
Arjun Roy
|
Prashant Kapil
|
Kingshuk Basak
|
Asif Ekbal
|
Aggression Identification and Multi Lingual Word Embeddings
Thiago Galery
|
Efstathios Charitos
|
Ye Tian
|
Aggressive Language Identification Using Word Embeddings and Sentiment Features
Constantin Orăsan
|
Aggression Detection in Social Media using Deep Neural Networks
Sreekanth Madisetty
|
Maunendra Sankar Desarkar
|
Aggression Identification Using Deep Learning and Data Augmentation
Julian Risch
|
Ralf Krestel
|
Textual Aggression Detection through Deep Learning
Antonela Tommasel
|
Juan Manuel Rodriguez
|
Daniela Godoy
|
Combining Shallow and Deep Learning for Aggressive Text Detection
Viktor Golem
|
Mladen Karan
|
Jan Šnajder
|
One Size Fits All? A simple LSTM for non-literal token and construction-level classification
Erik-Lân Do Dinh
|
Steffen Eger
|
Iryna Gurevych
|
Power Networks: A Novel Neural Architecture to Predict Power Relations
Michelle Lam
|
Catherina Xu
|
Vinodkumar Prabhakaran
|
Automated Acquisition of Patterns for Coding Political Event Data: Two Case Studies
Peter Makarov
|
The Other Side of the Coin: Unsupervised Disambiguation of Potentially Idiomatic Expressions by Contrasting Senses
Hessel Haagsma
|
Malvina Nissim
|
Johan Bos
|
Automatic Token and Turn Level Language Identification for Code-Switched Text Dialog: An Analysis Across Language Pairs and Corpora
Vikram Ramanarayanan
|
Robert Pugh
|
Conversational Image Editing: Incremental Intent Identification in a New Dialogue Task
Ramesh Manuvinakurike
|
Trung Bui
|
Walter Chang
|
Kallirroi Georgila
|
Coherence Modeling Improves Implicit Discourse Relation Recognition
Noriki Nishida
|
Hideki Nakayama
|
Neural Character-based Composition Models for Abuse Detection
Pushkar Mishra
|
Helen Yannakoudakis
|
Ekaterina Shutova
|
A Review of Standard Text Classification Practices for Multi-label Toxicity Identification of Online Content
Isuru Gunasekara
|
Isar Nejadgholi
|
Predictive Embeddings for Hate Speech Detection on Twitter
Rohan Kshirsagar
|
Tyrus Cukuvac
|
Kathy McKeown
|
Susan McGregor
|
Challenges for Toxic Comment Classification: An In-Depth Error Analysis
Betty van Aken
|
Julian Risch
|
Ralf Krestel
|
Alexander Löser
|
Comparative Studies of Detecting Abusive Language on Twitter
Younghun Lee
|
Seunghyun Yoon
|
Kyomin Jung
|
Did you offend me? Classification of Offensive Tweets in Hinglish Language
Puneet Mathur
|
Ramit Sawhney
|
Meghna Ayyar
|
Rajiv Shah
|
End-to-End Argument Mining for Discussion Threads Based on Parallel Constrained Pointer Architecture
Gaku Morio
|
Katsuhide Fujita
|
Argument Component Classification for Classroom Discussions
Luca Lugini
|
Diane Litman
|
Incorporating Topic Aspects for Online Comment Convincingness Evaluation
Yunfan Gu
|
Zhongyu Wei
|
Maoran Xu
|
Hao Fu
|
Yang Liu
|
Xuanjing Huang
|
Results of the sixth edition of the BioASQ Challenge
Anastasios Nentidis
|
Anastasia Krithara
|
Konstantinos Bougiatiotis
|
Georgios Paliouras
|
Ioannis Kakadiaris
|
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis
Jose Camacho-Collados
|
Mohammad Taher Pilehvar
|
Understanding Convolutional Neural Networks for Text Classification
Alon Jacovi
|
Oren Sar Shalom
|
Yoav Goldberg
|
Interpretable Neural Architectures for Attributing an Ad’s Performance to its Writing Style
Reid Pryzant
|
Sugato Basu
|
Kazoo Sone
|
Interpreting Neural Networks with Nearest Neighbors
Eric Wallace
|
Shi Feng
|
Jordan Boyd-Graber
|
Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items
Jaap Jumelet
|
Dieuwke Hupkes
|
Iterative Recursive Attention Model for Interpretable Sequence Classification
Martin Tutek
|
Jan Šnajder
|
Importance of Self-Attention for Sentiment Analysis
Gaël Letarte
|
Frédérik Paradis
|
Philippe Giguère
|
François Laviolette
|
Predicting and interpreting embeddings for out of vocabulary words in downstream tasks
Nicolas Garneau
|
Jean-Samuel Leboeuf
|
Luc Lamontagne
|
Automated Fact-Checking of Claims in Argumentative Parliamentary Debates
Nona Naderi
|
Graeme Hirst
|
Zero-shot Relation Classification as Textual Entailment
Abiola Obamuyide
|
Andreas Vlachos
|
Teaching Syntax by Adversarial Distraction
Juho Kim
|
Christopher Malon
|
Asim Kadav
|
Where is Your Evidence: Improving Fact-checking by Justification Modeling
Tariq Alhindi
|
Savvas Petridis
|
Smaranda Muresan
|
Affordance Extraction and Inference based on Semantic Role Labeling
Daniel Loureiro
|
Alípio Jorge
|
UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF)
Takuma Yoneda
|
Jeff Mitchell
|
Johannes Welbl
|
Pontus Stenetorp
|
Sebastian Riedel
|
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification
Andreas Hanselowski
|
Hao Zhang
|
Zile Li
|
Daniil Sorokin
|
Benjamin Schiller
|
Claudia Schulz
|
Iryna Gurevych
|
An End-to-End Multi-task Learning Model for Fact Checking
Sizhen Li
|
Shuai Zhao
|
Bo Cheng
|
Hao Yang
|
Team GESIS Cologne: An all in all sentence-based approach for FEVER
Wolfgang Otto
|
Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks
Christopher Hidey
|
Mona Diab
|
QED: A fact verification system for the FEVER shared task
Jackson Luken
|
Nanjiang Jiang
|
Marie-Catherine de Marneffe
|
A mostly unlexicalized model for recognizing textual entailment
Mithun Paul
|
Rebecca Sharp
|
Mihai Surdeanu
|
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy
Lina M. Rojas-Barahona
|
Bo-Hsiang Tseng
|
Yinpei Dai
|
Clare Mansfield
|
Osman Ramadan
|
Stefan Ultes
|
Michael Crawford
|
Milica Gašić
|
In-domain Context-aware Token Embeddings Improve Biomedical Named Entity Recognition
Golnar Sheikhshabbafghi
|
Inanc Birol
|
Anoop Sarkar
|
Evaluation of a Sequence Tagging Tool for Biomedical Texts
Julien Tourille
|
Matthieu Doutreligne
|
Olivier Ferret
|
Aurélie Névéol
|
Nicolas Paris
|
Xavier Tannier
|
Learning to Summarize Radiology Findings
Yuhao Zhang
|
Daisy Yi Ding
|
Tianpei Qian
|
Christopher D. Manning
|
Curtis P. Langlotz
|
Embedding Individual Table Columns for Resilient SQL Chatbots
Bojan Petrovski
|
Ignacio Aguado
|
Andreea Hossmann
|
Michael Baeriswyl
|
Claudiu Musat
|
Complementary Strategies for Low Resourced Morphological Modeling
Alexander Erdmann
|
Nizar Habash
|
Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection
Aditya Joshi
|
Xiang Dai
|
Sarvnaz Karimi
|
Ross Sparks
|
Cécile Paris
|
C Raina MacIntyre
|
How do you correct run-on sentences it’s not as easy as it seems
Junchao Zheng
|
Courtney Napoles
|
Joel Tetreault
|
Kostiantyn Omelianchuk
|
Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata
Steven Xu
|
Andrew Bennett
|
Doris Hoogeveen
|
Jey Han Lau
|
Timothy Baldwin
|
Word-like character n-gram embedding
Geewook Kim
|
Kazuki Fukui
|
Hidetoshi Shimodaira
|
Using Author Embeddings to Improve Tweet Stance Classification
Adrian Benton
|
Mark Dredze
|
NTUA-SLP at IEST 2018: Ensemble of Neural Transfer Methods for Implicit Emotion Classification
Alexandra Chronopoulou
|
Aikaterini Margatina
|
Christos Baziotis
|
Alexandros Potamianos
|
Topic-Specific Sentiment Analysis Can Help Identify Political Ideology
Sumit Bhatia
|
Deepak P
|
Ternary Twitter Sentiment Classification with Distant Supervision and Sentiment-Specific Word Embeddings
Mats Byrkjeland
|
Frederik Gørvell de Lichtenberg
|
Björn Gambäck
|
Linking News Sentiment to Microblogs: A Distributional Semantics Approach to Enhance Microblog Sentiment Classification
Tobias Daudert
|
Paul Buitelaar
|
Measuring Issue Ownership using Word Embeddings
Amaru Cuba Gyllensten
|
Magnus Sahlgren
|
Sentiment Expression Boundaries in Sentiment Polarity Classification
Rasoul Kaljahi
|
Jennifer Foster
|
SINAI at IEST 2018: Neural Encoding of Emotional External Knowledge for Emotion Classification
Flor Miriam Plaza-del-Arco
|
Eugenio Martínez-Cámara
|
Maite Martin
|
L. Alfonso Ureña- López
|
DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion Classification of Tweets with Deep Learning
Yasas Senarath
|
Uthayasanker Thayasivam
|
NL-FIIT at IEST-2018: Emotion Recognition utilizing Neural Networks and Multi-level Preprocessing
Samuel Pecar
|
Michal Farkas
|
Marian Simko
|
Peter Lacko
|
Maria Bielikova
|
UWB at IEST 2018: Emotion Prediction in Tweets with Bidirectional Long Short-Term Memory Neural Network
Pavel Přibáň
|
Jiří Martínek
|
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training
Peng Xu
|
Andrea Madotto
|
Chien-Sheng Wu
|
Ji Ho Park
|
Pascale Fung
|
Learning representations for sentiment classification using Multi-task framework
Hardik Meisheri
|
Harshad Khadilkar
|
Super Characters: A Conversion from Sentiment Classification to Image Classification
Baohua Sun
|
Lin Yang
|
Patrick Dong
|
Wenhan Zhang
|
Jason Dong
|
Charles Young
|
Words Worth: Verbal Content and Hirability Impressions in YouTube Video Resumes
Skanda Muralidhar
|
Laurent Nguyen
|
Daniel Gatica-Perez
|
UBC-NLP at IEST 2018: Learning Implicit Emotion With an Ensemble of Language Models
Hassan Alhuzali
|
Mohamed Elaraby
|
Muhammad Abdul-Mageed
|
Deep Graph Convolutional Encoders for Structured Data to Text Generation
Diego Marcheggiani
|
Laura Perez-Beltrachini
|
Stylistically User-Specific Generation
Abdurrisyad Fikri
|
Hiroya Takamura
|
Manabu Okumura
|
SpatialVOC2K: A Multilingual Dataset of Images with Annotations and Features for Spatial Relations between Objects
Anja Belz
|
Adrian Muscat
|
Pierre Anguill
|
Mouhamadou Sow
|
Gaétan Vincent
|
Yassine Zinessabah
|
Automatic Opinion Question Generation
Yllias Chali
|
Tina Baghaee
|
Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features
Vrindavan Harrison
|
Marilyn Walker
|
Comprehension Driven Document Planning in Natural Language Generation Systems
Craig Thomson
|
Ehud Reiter
|
Somayajulu Sripada
|
Cyclegen: Cyclic consistency based product review generator from attributes
Vasu Sharma
|
Harsh Sharma
|
Ankita Bishnu
|
Labhesh Patel
|
Discourse Embellishment Using a Deep Encoder-Decoder Network
Leonid Berov
|
Kai Standvoss
|
Textual Entailment based Question Generation
Takaaki Matsumoto
|
Kimihiro Hasegawa
|
Yukari Yamakawa
|
Teruko Mitamura
|
Verb Argument Structure Alternations in Word and Sentence Embeddings
Katharina Kann
|
Alex Warstadt
|
Adina Williams
|
Samuel R. Bowman
|
Reducing Lexical Features in Parsing by Word Embeddings
Hiroya Komatsu
|
Ran Tian
|
Naoaki Okazaki
|
Kentaro Inui
|
High-order Graph-based Neural Dependency Parsing
Zhisong Zhang
|
Hai Zhao
|
Japanese Sentiment Classification with Stacked Denoising Auto-Encoder using Distributed Word Representation
Peinan Zhang
|
Mamoru Komachi
|
Polarity Classification of Short Product Reviews via Multiple Cluster-based SVM Classifiers
Jiaying Song
|
Yu He
|
Guohong Fu
|
Acquiring distributed representations for verb-object pairs by using word2vec
Miki Iwai
|
Takashi Ninomiya
|
Kyo Kageura
|
http://lebret.ch/words/
http://code.google.com/p/word2vec/
Field Of Study
Linguistic Trends
Embeddings
Task
Named Entity Recognition
Semantic Similarity
Information Retrieval
Question Answering
Approach
Unsupervised Learning
Language
English
Dataset
News
Similar Papers
Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora
Andrius Mudinas
|
Dell Zhang
|
Mark Levene
|
Expectation-Regulated Neural Model for Event Mention Extraction
Ching-Yun Chang
|
Zhiyang Teng
|
Yue Zhang
|
Argumentation Mining in User-Generated Web Discourse
Ivan Habernal
|
Iryna Gurevych
|
A Corpus of Corporate Annual and Social Responsibility Reports: 280 Million Tokens of Balanced Organizational Writing
Sebastian G.M. Händschke
|
Sven Buechel
|
Jan Goldenstein
|
Philipp Poschmann
|
Tinghui Duan
|
Peter Walgenbach
|
Udo Hahn
|
A Joint Model of Conversational Discourse Latent Topics on Microblogs
Jing Li
|
Yan Song
|
Zhongyu Wei
|
Kam-Fai Wong
|