Conference on Empirical Methods in Natural Language Processing (and forerunners) (2018)


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pdf (full)bib Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing

pdf pdf bib Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
[D18-1000]: Ellen Riloff | David Chiang | Julia Hockenmaier | Jun’ichi Tsujii

pdf pdf bib Privacy-preserving Neural Representations of Text
[D18-1001]: Maximin Coavoux | Shashi Narayan | Shay B. Cohen

pdf pdf bib Adversarial Removal of Demographic Attributes from Text Data
[D18-1002]: Yanai Elazar | Yoav Goldberg

pdf pdf bib DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning
[D18-1003]: Kashyap Popat | Subhabrata Mukherjee | Andrew Yates | Gerhard Weikum

pdf pdf bib It’s going to be okay: Measuring Access to Support in Online Communities
[D18-1004]: Zijian Wang | David Jurgens

pdf pdf bib Detecting Gang-Involved Escalation on Social Media Using Context
[D18-1005]: Serina Chang | Ruiqi Zhong | Ethan Adams | Fei-Tzin Lee | Siddharth Varia | Desmond Patton | William Frey | Chris Kedzie | Kathy McKeown

pdf pdf bib Reasoning about Actions and State Changes by Injecting Commonsense Knowledge
[D18-1006]: Niket Tandon | Bhavana Dalvi | Joel Grus | Wen-tau Yih | Antoine Bosselut | Peter Clark

pdf pdf bib Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation
[D18-1007]: Adam Poliak | Aparajita Haldar | Rachel Rudinger | J. Edward Hu | Ellie Pavlick | Aaron Steven White | Benjamin Van Durme

pdf pdf bib Textual Analogy Parsing: What’s Shared and What’s Compared among Analogous Facts
[D18-1008]: Matthew Lamm | Arun Chaganty | Christopher D. Manning | Dan Jurafsky | Percy Liang

pdf pdf bib SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference
[D18-1009]: Rowan Zellers | Yonatan Bisk | Roy Schwartz | Yejin Choi

pdf pdf bib TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification
[D18-1010]: Wenpeng Yin | Dan Roth

pdf pdf bib Associative Multichannel Autoencoder for Multimodal Word Representation
[D18-1011]: Shaonan Wang | Jiajun Zhang | Chengqing Zong

pdf pdf bib Game-Based Video-Context Dialogue
[D18-1012]: Ramakanth Pasunuru | Mohit Bansal

pdf pdf bib simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions
[D18-1013]: Fenglin Liu | Xuancheng Ren | Yuanxin Liu | Houfeng Wang | Xu Sun

pdf pdf bib Multimodal Language Analysis with Recurrent Multistage Fusion
[D18-1014]: Paul Pu Liang | Ziyin Liu | AmirAli Bagher Zadeh | Louis-Philippe Morency

pdf pdf bib Temporally Grounding Natural Sentence in Video
[D18-1015]: Jingyuan Chen | Xinpeng Chen | Lin Ma | Zequn Jie | Tat-Seng Chua

pdf pdf bib PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution
[D18-1016]: Hong Chen | Zhenhua Fan | Hao Lu | Alan Yuille | Shu Rong

pdf pdf bib Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism
[D18-1017]: Pengfei Cao | Yubo Chen | Kang Liu | Jun Zhao | Shengping Liu

pdf pdf bib Using Linguistic Features to Improve the Generalization Capability of Neural Coreference Resolvers
[D18-1018]: Nafise Sadat Moosavi | Michael Strube

pdf pdf bib Neural Segmental Hypergraphs for Overlapping Mention Recognition
[D18-1019]: Bailin Wang | Wei Lu

pdf pdf bib Variational Sequential Labelers for Semi-Supervised Learning
[D18-1020]: Mingda Chen | Qingming Tang | Karen Livescu | Kevin Gimpel

pdf pdf bib Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision
[D18-1021]: Yixin Cao | Lei Hou | Juanzi Li | Zhiyuan Liu | Chengjiang Li | Xu Chen | Tiansi Dong

pdf pdf bib Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance
[D18-1022]: Yftah Ziser | Roi Reichart

pdf pdf bib Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding
[D18-1023]: Lifu Huang | Kyunghyun Cho | Boliang Zhang | Heng Ji | Kevin Knight

pdf pdf bib Unsupervised Multilingual Word Embeddings
[D18-1024]: Xilun Chen | Claire Cardie

pdf pdf bib CLUSE: Cross-Lingual Unsupervised Sense Embeddings
[D18-1025]: Ta-Chung Chi | Yun-Nung Chen

pdf pdf bib Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
[D18-1026]: Edoardo Maria Ponti | Ivan Vulić | Goran Glavaš | Nikola Mrkšić | Anna Korhonen

pdf pdf bib Improving Cross-Lingual Word Embeddings by Meeting in the Middle
[D18-1027]: Yerai Doval | Jose Camacho-Collados | Luis Espinosa-Anke | Steven Schockaert

pdf pdf bib WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse
[D18-1028]: Manaal Faruqui | Ellie Pavlick | Ian Tenney | Dipanjan Das

pdf pdf bib On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling
[D18-1029]: Daniela Gerz | Ivan Vulić | Edoardo Maria Ponti | Roi Reichart | Anna Korhonen

pdf pdf bib A Fast, Compact, Accurate Model for Language Identification of Codemixed Text
[D18-1030]: Yuan Zhang | Jason Riesa | Daniel Gillick | Anton Bakalov | Jason Baldridge | David Weiss

pdf pdf bib Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning
[D18-1031]: Weichao Wang | Shi Feng | Wei Gao | Daling Wang | Yifei Zhang

pdf pdf bib Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks
[D18-1032]: Zhichun Wang | Qingsong Lv | Xiaohan Lan | Yu Zhang

pdf pdf bib Cross-lingual Lexical Sememe Prediction
[D18-1033]: Fanchao Qi | Yankai Lin | Maosong Sun | Hao Zhu | Ruobing Xie | Zhiyuan Liu

pdf pdf bib Neural Cross-Lingual Named Entity Recognition with Minimal Resources
[D18-1034]: Jiateng Xie | Zhilin Yang | Graham Neubig | Noah A. Smith | Jaime Carbonell

pdf pdf bib A Stable and Effective Learning Strategy for Trainable Greedy Decoding
[D18-1035]: Yun Chen | Victor O.K. Li | Kyunghyun Cho | Samuel Bowman

pdf pdf bib Addressing Troublesome Words in Neural Machine Translation
[D18-1036]: Yang Zhao | Jiajun Zhang | Zhongjun He | Chengqing Zong | Hua Wu

pdf pdf bib Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing
[D18-1037]: Jetic Gū | Hassan S. Shavarani | Anoop Sarkar

pdf pdf bib XL-NBT: A Cross-lingual Neural Belief Tracking Framework
[D18-1038]: Wenhu Chen | Jianshu Chen | Yu Su | Xin Wang | Dong Yu | Xifeng Yan | William Yang Wang

pdf pdf bib Contextual Parameter Generation for Universal Neural Machine Translation
[D18-1039]: Emmanouil Antonios Platanios | Mrinmaya Sachan | Graham Neubig | Tom Mitchell

pdf pdf bib Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation
[D18-1040]: Marzieh Fadaee | Christof Monz

pdf pdf bib Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination
[D18-1041]: Jiali Zeng | Jinsong Su | Huating Wen | Yang Liu | Jun Xie | Yongjing Yin | Jianqiang Zhao

pdf pdf bib A Discriminative Latent-Variable Model for Bilingual Lexicon Induction
[D18-1042]: Sebastian Ruder | Ryan Cotterell | Yova Kementchedjhieva | Anders Søgaard

pdf pdf bib Non-Adversarial Unsupervised Word Translation
[D18-1043]: Yedid Hoshen | Lior Wolf

pdf pdf bib Semi-Autoregressive Neural Machine Translation
[D18-1044]: Chunqi Wang | Ji Zhang | Haiqing Chen

pdf pdf bib Understanding Back-Translation at Scale
[D18-1045]: Sergey Edunov | Myle Ott | Michael Auli | David Grangier

pdf pdf bib Bootstrapping Transliteration with Constrained Discovery for Low-Resource Languages
[D18-1046]: Shyam Upadhyay | Jordan Kodner | Dan Roth

pdf pdf bib NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings
[D18-1047]: Ndapa Nakashole

pdf pdf bib Adaptive Multi-pass Decoder for Neural Machine Translation
[D18-1048]: Xinwei Geng | Xiaocheng Feng | Bing Qin | Ting Liu

pdf pdf bib Improving the Transformer Translation Model with Document-Level Context
[D18-1049]: Jiacheng Zhang | Huanbo Luan | Maosong Sun | Feifei Zhai | Jingfang Xu | Min Zhang | Yang Liu

pdf pdf bib MTNT: A Testbed for Machine Translation of Noisy Text
[D18-1050]: Paul Michel | Graham Neubig

pdf pdf bib SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach
[D18-1051]: Michael Petrochuk | Luke Zettlemoyer

pdf pdf bib Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension
[D18-1052]: Minjoon Seo | Tom Kwiatkowski | Ankur Parikh | Ali Farhadi | Hannaneh Hajishirzi

pdf pdf bib Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering
[D18-1053]: Jinhyuk Lee | Seongjun Yun | Hyunjae Kim | Miyoung Ko | Jaewoo Kang

pdf pdf bib Cut to the Chase: A Context Zoom-in Network for Reading Comprehension
[D18-1054]: Sathish Reddy Indurthi | Seunghak Yu | Seohyun Back | Heriberto Cuayáhuitl

pdf pdf bib Adaptive Document Retrieval for Deep Question Answering
[D18-1055]: Bernhard Kratzwald | Stefan Feuerriegel

pdf pdf bib Why is unsupervised alignment of English embeddings from different algorithms so hard?
[D18-1056]: Mareike Hartmann | Yova Kementchedjhieva | Anders Søgaard

pdf pdf bib Quantifying Context Overlap for Training Word Embeddings
[D18-1057]: Yimeng Zhuang | Jinghui Xie | Yinhe Zheng | Xuan Zhu

pdf pdf bib Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space
[D18-1058]: Koki Washio | Tsuneaki Kato

pdf pdf bib Generalizing Word Embeddings using Bag of Subwords
[D18-1059]: Jinman Zhao | Sidharth Mudgal | Yingyu Liang

pdf pdf bib Neural Metaphor Detection in Context
[D18-1060]: Ge Gao | Eunsol Choi | Yejin Choi | Luke Zettlemoyer

pdf pdf bib Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging
[D18-1061]: Barbara Plank | Željko Agić

pdf pdf bib Unsupervised Bilingual Lexicon Induction via Latent Variable Models
[D18-1062]: Zi-Yi Dou | Zhi-Hao Zhou | Shujian Huang

pdf pdf bib Learning Unsupervised Word Translations Without Adversaries
[D18-1063]: Tanmoy Mukherjee | Makoto Yamada | Timothy Hospedales

pdf pdf bib Adversarial Training for Multi-task and Multi-lingual Joint Modeling of Utterance Intent Classification
[D18-1064]: Ryo Masumura | Yusuke Shinohara | Ryuichiro Higashinaka | Yushi Aono

pdf pdf bib Surprisingly Easy Hard-Attention for Sequence to Sequence Learning
[D18-1065]: Shiv Shankar | Siddhant Garg | Sunita Sarawagi

pdf pdf bib Joint Learning for Emotion Classification and Emotion Cause Detection
[D18-1066]: Ying Chen | Wenjun Hou | Xiyao Cheng | Shoushan Li

pdf pdf bib Exploring Optimism and Pessimism in Twitter Using Deep Learning
[D18-1067]: Cornelia Caragea | Liviu P. Dinu | Bogdan Dumitru

pdf pdf bib Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning
[D18-1068]: Sotiris Lamprinidis | Daniel Hardt | Dirk Hovy

pdf pdf bib Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates
[D18-1069]: Di Chen | Jiachen Du | Lidong Bing | Ruifeng Xu

pdf pdf bib Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information
[D18-1070]: Dirk Hovy | Tommaso Fornaciari

pdf pdf bib A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation
[D18-1071]: Jingyuan Li | Xiao Sun

pdf pdf bib Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning
[D18-1072]: Chen Shi | Qi Chen | Lei Sha | Sujian Li | Xu Sun | Houfeng Wang | Lintao Zhang

pdf pdf bib Extending Neural Generative Conversational Model using External Knowledge Sources
[D18-1073]: Prasanna Parthasarathi | Joelle Pineau

pdf pdf bib Modeling Temporality of Human Intentions by Domain Adaptation
[D18-1074]: Xiaolei Huang | Lixing Liu | Kate Carey | Joshua Woolley | Stefan Scherer | Brian Borsari

pdf pdf bib An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation
[D18-1075]: Liangchen Luo | Jingjing Xu | Junyang Lin | Qi Zeng | Xu Sun

pdf pdf bib A Dataset for Document Grounded Conversations
[D18-1076]: Kangyan Zhou | Shrimai Prabhumoye | Alan W Black

pdf pdf bib Out-of-domain Detection based on Generative Adversarial Network
[D18-1077]: Seonghan Ryu | Sangjun Koo | Hwanjo Yu | Gary Geunbae Lee

pdf pdf bib Listening Comprehension over Argumentative Content
[D18-1078]: Shachar Mirkin | Guy Moshkowich | Matan Orbach | Lili Kotlerman | Yoav Kantor | Tamar Lavee | Michal Jacovi | Yonatan Bilu | Ranit Aharonov | Noam Slonim

pdf pdf bib Using active learning to expand training data for implicit discourse relation recognition
[D18-1079]: Yang Xu | Yu Hong | Huibin Ruan | Jianmin Yao | Min Zhang | Guodong Zhou

pdf pdf bib Learning To Split and Rephrase From Wikipedia Edit History
[D18-1080]: Jan A. Botha | Manaal Faruqui | John Alex | Jason Baldridge | Dipanjan Das

pdf pdf bib BLEU is Not Suitable for the Evaluation of Text Simplification
[D18-1081]: Elior Sulem | Omri Abend | Ari Rappoport

pdf pdf bib S2SPMN: A Simple and Effective Framework for Response Generation with Relevant Information
[D18-1082]: Jiaxin Pei | Chenliang Li

pdf pdf bib Improving Reinforcement Learning Based Image Captioning with Natural Language Prior
[D18-1083]: Tszhang Guo | Shiyu Chang | Mo Yu | Kun Bai

pdf pdf bib Training for Diversity in Image Paragraph Captioning
[D18-1084]: Luke Melas-Kyriazi | Alexander Rush | George Han

pdf pdf bib A Graph-theoretic Summary Evaluation for ROUGE
[D18-1085]: Elaheh ShafieiBavani | Mohammad Ebrahimi | Raymond Wong | Fang Chen

pdf pdf bib Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation
[D18-1086]: Hardy Hardy | Andreas Vlachos

pdf pdf bib Evaluating Multiple System Summary Lengths: A Case Study
[D18-1087]: Ori Shapira | David Gabay | Hadar Ronen | Judit Bar-Ilan | Yael Amsterdamer | Ani Nenkova | Ido Dagan

pdf pdf bib Neural Latent Extractive Document Summarization
[D18-1088]: Xingxing Zhang | Mirella Lapata | Furu Wei | Ming Zhou

pdf pdf bib On the Abstractiveness of Neural Document Summarization
[D18-1089]: Fangfang Zhang | Jin-ge Yao | Rui Yan

pdf pdf bib Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning
[D18-1090]: Yucheng Wang | Zhongyu Wei | Yaqian Zhou | Xuanjing Huang

pdf pdf bib Identifying Well-formed Natural Language Questions
[D18-1091]: Manaal Faruqui | Dipanjan Das

pdf pdf bib Self-Governing Neural Networks for On-Device Short Text Classification
[D18-1092]: Sujith Ravi | Zornitsa Kozareva

pdf pdf bib HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization
[D18-1093]: Kazuya Shimura | Jiyi Li | Fumiyo Fukumoto

pdf pdf bib A Hierarchical Neural Attention-based Text Classifier
[D18-1094]: Koustuv Sinha | Yue Dong | Jackie Chi Kit Cheung | Derek Ruths

pdf pdf bib Labeled Anchors and a Scalable, Transparent, and Interactive Classifier
[D18-1095]: Jeffrey Lund | Stephen Cowley | Wilson Fearn | Emily Hales | Kevin Seppi

pdf pdf bib Coherence-Aware Neural Topic Modeling
[D18-1096]: Ran Ding | Ramesh Nallapati | Bing Xiang

pdf pdf bib Utilizing Character and Word Embeddings for Text Normalization with Sequence-to-Sequence Models
[D18-1097]: Daniel Watson | Nasser Zalmout | Nizar Habash

pdf pdf bib Topic Intrusion for Automatic Topic Model Evaluation
[D18-1098]: Shraey Bhatia | Jey Han Lau | Timothy Baldwin

pdf pdf bib Supervised and Unsupervised Methods for Robust Separation of Section Titles and Prose Text in Web Documents
[D18-1099]: Abhijith Athreya Mysore Gopinath | Shomir Wilson | Norman Sadeh

pdf pdf bib SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation
[D18-1100]: Xinyi Wang | Hieu Pham | Zihang Dai | Graham Neubig

pdf pdf bib Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder
[D18-1101]: Yunsu Kim | Jiahui Geng | Hermann Ney

pdf pdf bib Decipherment of Substitution Ciphers with Neural Language Models
[D18-1102]: Nishant Kambhatla | Anahita Mansouri Bigvand | Anoop Sarkar

pdf pdf bib Rapid Adaptation of Neural Machine Translation to New Languages
[D18-1103]: Graham Neubig | Junjie Hu

pdf pdf bib Compact Personalized Models for Neural Machine Translation
[D18-1104]: Joern Wuebker | Patrick Simianer | John DeNero

pdf pdf bib Self-Governing Neural Networks for On-Device Short Text Classification
[D18-1105]: Sujith Ravi | Zornitsa Kozareva

pdf pdf bib Supervised Domain Enablement Attention for Personalized Domain Classification
[D18-1106]: Joo-Kyung Kim | Young-Bum Kim

pdf pdf bib A Deep Neural Network Sentence Level Classification Method with Context Information
[D18-1107]: Xingyi Song | Johann Petrak | Angus Roberts

pdf pdf bib Towards Dynamic Computation Graphs via Sparse Latent Structure
[D18-1108]: Vlad Niculae | André F. T. Martins | Claire Cardie

pdf pdf bib Convolutional Neural Networks with Recurrent Neural Filters
[D18-1109]: Yi Yang

pdf pdf bib Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model
[D18-1110]: Kun Xu | Lingfei Wu | Zhiguo Wang | Mo Yu | Liwei Chen | Vadim Sheinin

pdf pdf bib Retrieval-Based Neural Code Generation
[D18-1111]: Shirley Anugrah Hayati | Raphael Olivier | Pravalika Avvaru | Pengcheng Yin | Anthony Tomasic | Graham Neubig

pdf pdf bib SQL-to-Text Generation with Graph-to-Sequence Model
[D18-1112]: Kun Xu | Lingfei Wu | Zhiguo Wang | Yansong Feng | Vadim Sheinin

pdf pdf bib Generating Syntactic Paraphrases
[D18-1113]: Emilie Colin | Claire Gardent

pdf pdf bib Neural-Davidsonian Semantic Proto-role Labeling
[D18-1114]: Rachel Rudinger | Adam Teichert | Ryan Culkin | Sheng Zhang | Benjamin Van Durme

pdf pdf bib Conversational Decision-Making Model for Predicting the King’s Decision in the Annals of the Joseon Dynasty
[D18-1115]: JinYeong Bak | Alice Oh

pdf pdf bib Toward Fast and Accurate Neural Discourse Segmentation
[D18-1116]: Yizhong Wang | Sujian Li | Jingfeng Yang

pdf pdf bib A Dataset for Telling the Stories of Social Media Videos
[D18-1117]: Spandana Gella | Mike Lewis | Marcus Rohrbach

pdf pdf bib Cascaded Mutual Modulation for Visual Reasoning
[D18-1118]: Yiqun Yao | Jiaming Xu | Feng Wang | Bo Xu

pdf pdf bib How agents see things: On visual representations in an emergent language game
[D18-1119]: Diane Bouchacourt | Marco Baroni

pdf pdf bib Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction
[D18-1120]: Ningyu Zhang | Shumin Deng | Zhanling Sun | Xi Chen | Wei Zhang | Huajun Chen

pdf pdf bib Put It Back: Entity Typing with Language Model Enhancement
[D18-1121]: Ji Xin | Hao Zhu | Xu Han | Zhiyuan Liu | Maosong Sun

pdf pdf bib Event Detection with Neural Networks: A Rigorous Empirical Evaluation
[D18-1122]: Walker Orr | Prasad Tadepalli | Xiaoli Fern

pdf pdf bib PubSE: A Hierarchical Model for Publication Extraction from Academic Homepages
[D18-1123]: Yiqing Zhang | Jianzhong Qi | Rui Zhang | Chuandong Yin

pdf pdf bib A Neural Transition-based Model for Nested Mention Recognition
[D18-1124]: Bailin Wang | Wei Lu | Yu Wang | Hongxia Jin

pdf pdf bib Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction
[D18-1125]: Ge Shi | Chong Feng | Lifu Huang | Boliang Zhang | Heng Ji | Lejian Liao | Heyan Huang

pdf pdf bib Effective Use of Context in Noisy Entity Linking
[D18-1126]: David Mueller | Greg Durrett

pdf pdf bib Exploiting Contextual Information via Dynamic Memory Network for Event Detection
[D18-1127]: Shaobo Liu | Rui Cheng | Xiaoming Yu | Xueqi Cheng

pdf pdf bib Do explanations make VQA models more predictable to a human?
[D18-1128]: Arjun Chandrasekaran | Viraj Prabhu | Deshraj Yadav | Prithvijit Chattopadhyay | Devi Parikh

pdf pdf bib Facts That Matter
[D18-1129]: Marco Ponza | Luciano Del Corro | Gerhard Weikum

pdf pdf bib Entity Tracking Improves Cloze-style Reading Comprehension
[D18-1130]: Luong Hoang | Sam Wiseman | Alexander Rush

pdf pdf bib Adversarial Domain Adaptation for Duplicate Question Detection
[D18-1131]: Darsh Shah | Tao Lei | Alessandro Moschitti | Salvatore Romeo | Preslav Nakov

pdf pdf bib Translating a Math Word Problem to a Expression Tree
[D18-1132]: Lei Wang | Yan Wang | Deng Cai | Dongxiang Zhang | Xiaojiang Liu

pdf pdf bib Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection
[D18-1133]: Massimo Nicosia | Alessandro Moschitti

pdf pdf bib A dataset and baselines for sequential open-domain question answering
[D18-1134]: Ahmed Elgohary | Chen Zhao | Jordan Boyd-Graber

pdf pdf bib Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set
[D18-1135]: Radu Tudor Ionescu | Andrei M. Butnaru

pdf pdf bib Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification
[D18-1136]: Binxuan Huang | Kathleen Carley

pdf pdf bib Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network
[D18-1137]: Jianfei Yu | Luís Marujo | Jing Jiang | Pradeep Karuturi | William Brendel

pdf pdf bib Learning Sentiment Memories for Sentiment Modification without Parallel Data
[D18-1138]: Yi Zhang | Jingjing Xu | Pengcheng Yang | Xu Sun

pdf pdf bib Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks
[D18-1139]: Martin Schmitt | Simon Steinheber | Konrad Schreiber | Benjamin Roth

pdf pdf bib Representing Social Media Users for Sarcasm Detection
[D18-1140]: Y. Alex Kolchinski | Christopher Potts

pdf pdf bib Syntactical Analysis of the Weaknesses of Sentiment Analyzers
[D18-1141]: Rohil Verma | Samuel Kim | David Walter

pdf pdf bib Is Nike female? Exploring the role of sound symbolism in predicting brand name gender
[D18-1142]: Sridhar Moorthy | Ruth Pogacar | Samin Khan | Yang Xu

pdf pdf bib Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging
[D18-1143]: Nayeon Lee | Chien-Sheng Wu | Pascale Fung

pdf pdf bib Harnessing Popularity in Social Media for Extractive Summarization of Online Conversations
[D18-1144]: Ryuji Kano | Yasuhide Miura | Motoki Taniguchi | Yan-Ying Chen | Francine Chen | Tomoko Ohkuma

pdf pdf bib Identifying Locus of Control in Social Media Language
[D18-1145]: Masoud Rouhizadeh | Kokil Jaidka | Laura Smith | H. Andrew Schwartz | Anneke Buffone | Lyle Ungar

pdf pdf bib Somm: Into the Model
[D18-1146]: Shengli Hu

pdf pdf bib Fine-Grained Emotion Detection in Health-Related Online Posts
[D18-1147]: Hamed Khanpour | Cornelia Caragea

pdf pdf bib The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions
[D18-1148]: Salvatore Giorgi | Daniel Preoţiuc-Pietro | Anneke Buffone | Daniel Rieman | Lyle Ungar | H. Andrew Schwartz

pdf pdf bib Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement
[D18-1149]: Jason Lee | Elman Mansimov | Kyunghyun Cho

pdf pdf bib Large Margin Neural Language Model
[D18-1150]: Jiaji Huang | Yi Li | Wei Ping | Liang Huang

pdf pdf bib Targeted Syntactic Evaluation of Language Models
[D18-1151]: Rebecca Marvin | Tal Linzen

pdf pdf bib Rational Recurrences
[D18-1152]: Hao Peng | Roy Schwartz | Sam Thomson | Noah A. Smith

pdf pdf bib Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
[D18-1153]: Liyuan Liu | Xiang Ren | Jingbo Shang | Xiaotao Gu | Jian Peng | Jiawei Han

pdf pdf bib Automatic Event Salience Identification
[D18-1154]: Zhengzhong Liu | Chenyan Xiong | Teruko Mitamura | Eduard Hovy

pdf pdf bib Temporal Information Extraction by Predicting Relative Time-lines
[D18-1155]: Artuur Leeuwenberg | Marie-Francine Moens

pdf pdf bib Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation
[D18-1156]: Xiao Liu | Zhunchen Luo | Heyan Huang

pdf pdf bib RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
[D18-1157]: Shikhar Vashishth | Rishabh Joshi | Sai Suman Prayaga | Chiranjib Bhattacharyya | Partha Talukdar

pdf pdf bib Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms
[D18-1158]: Yubo Chen | Hang Yang | Kang Liu | Jun Zhao | Yantao Jia

pdf pdf bib Valency-Augmented Dependency Parsing
[D18-1159]: Tianze Shi | Lillian Lee

pdf pdf bib Unsupervised Learning of Syntactic Structure with Invertible Neural Projections
[D18-1160]: Junxian He | Graham Neubig | Taylor Berg-Kirkpatrick

pdf pdf bib Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing
[D18-1161]: Daniel Fernández-González | Carlos Gómez-Rodríguez

pdf pdf bib Constituent Parsing as Sequence Labeling
[D18-1162]: Carlos Gómez-Rodríguez | David Vilares

pdf pdf bib Synthetic Data Made to Order: The Case of Parsing
[D18-1163]: Dingquan Wang | Jason Eisner

pdf pdf bib Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions
[D18-1164]: Qing Li | Jianlong Fu | Dongfei Yu | Tao Mei | Jiebo Luo

pdf pdf bib Learning a Policy for Opportunistic Active Learning
[D18-1165]: Aishwarya Padmakumar | Peter Stone | Raymond Mooney

pdf pdf bib RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes
[D18-1166]: Semih Yagcioglu | Aykut Erdem | Erkut Erdem | Nazli Ikizler-Cinbis

pdf pdf bib TVQA: Localized, Compositional Video Question Answering
[D18-1167]: Jie Lei | Licheng Yu | Mohit Bansal | Tamara Berg

pdf pdf bib Localizing Moments in Video with Temporal Language
[D18-1168]: Lisa Anne Hendricks | Oliver Wang | Eli Shechtman | Josef Sivic | Trevor Darrell | Bryan Russell

pdf pdf bib Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models
[D18-1169]: Mohammad Taher Pilehvar | Dimitri Kartsaklis | Victor Prokhorov | Nigel Collier

pdf pdf bib Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention
[D18-1170]: Fuli Luo | Tianyu Liu | Zexue He | Qiaolin Xia | Zhifang Sui | Baobao Chang

pdf pdf bib Weeding out Conventionalized Metaphors: A Corpus of Novel Metaphor Annotations
[D18-1171]: Erik-Lân Do Dinh | Hannah Wieland | Iryna Gurevych

pdf pdf bib Streaming word similarity mining on the cheap
[D18-1172]: Olof Görnerup | Daniel Gillblad

pdf pdf bib Memory, Show the Way: Memory Based Few Shot Word Representation Learning
[D18-1173]: Jingyuan Sun | Shaonan Wang | Chengqing Zong

pdf pdf bib Disambiguated skip-gram model
[D18-1174]: Karol Grzegorczyk | Marcin Kurdziel

pdf pdf bib Picking Apart Story Salads
[D18-1175]: Su Wang | Eric Holgate | Greg Durrett | Katrin Erk

pdf pdf bib Dynamic Meta-Embeddings for Improved Sentence Representations
[D18-1176]: Douwe Kiela | Changhan Wang | Kyunghyun Cho

pdf pdf bib A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images
[D18-1177]: Melissa Ailem | Bowen Zhang | Aurelien Bellet | Pascal Denis | Fei Sha

pdf pdf bib Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation
[D18-1178]: Murhaf Fares | Stephan Oepen | Erik Velldal

pdf pdf bib Dissecting Contextual Word Embeddings: Architecture and Representation
[D18-1179]: Matthew Peters | Mark Neumann | Luke Zettlemoyer | Wen-tau Yih

pdf pdf bib Preposition Sense Disambiguation and Representation
[D18-1180]: Hongyu Gong | Jiaqi Mu | Suma Bhat | Pramod Viswanath

pdf pdf bib Auto-Encoding Dictionary Definitions into Consistent Word Embeddings
[D18-1181]: Tom Bosc | Pascal Vincent

pdf pdf bib Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources
[D18-1182]: Gabriel Stanovsky | Mark Hopkins

pdf pdf bib Neural Multitask Learning for Simile Recognition
[D18-1183]: Lizhen Liu | Xiao Hu | Wei Song | Ruiji Fu | Ting Liu | Guoping Hu

pdf pdf bib Structured Alignment Networks for Matching Sentences
[D18-1184]: Yang Liu | Matt Gardner | Mirella Lapata

pdf pdf bib Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference
[D18-1185]: Yi Tay | Anh Tuan Luu | Siu Cheung Hui

pdf pdf bib Convolutional Interaction Network for Natural Language Inference
[D18-1186]: Jingjing Gong | Xipeng Qiu | Xinchi Chen | Dong Liang | Xuanjing Huang

pdf pdf bib Lessons from Natural Language Inference in the Clinical Domain
[D18-1187]: Alexey Romanov | Chaitanya Shivade

pdf pdf bib Question Generation from SQL Queries Improves Neural Semantic Parsing
[D18-1188]: Daya Guo | Yibo Sun | Duyu Tang | Nan Duan | Jian Yin | Hong Chi | James Cao | Peng Chen | Ming Zhou

pdf pdf bib SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications
[D18-1189]: Zexuan Zhong | Jiaqi Guo | Wei Yang | Jian Peng | Tao Xie | Jian-Guang Lou | Ting Liu | Dongmei Zhang

pdf pdf bib Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing
[D18-1190]: Jonathan Herzig | Jonathan Berant

pdf pdf bib A Span Selection Model for Semantic Role Labeling
[D18-1191]: Hiroki Ouchi | Hiroyuki Shindo | Yuji Matsumoto

pdf pdf bib Mapping Language to Code in Programmatic Context
[D18-1192]: Srinivasan Iyer | Ioannis Konstas | Alvin Cheung | Luke Zettlemoyer

pdf pdf bib SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task
[D18-1193]: Tao Yu | Michihiro Yasunaga | Kai Yang | Rui Zhang | Dongxu Wang | Zifan Li | Dragomir Radev

pdf pdf bib Cross-lingual Decompositional Semantic Parsing
[D18-1194]: Sheng Zhang | Xutai Ma | Rachel Rudinger | Kevin Duh | Benjamin Van Durme

pdf pdf bib Learning to Learn Semantic Parsers from Natural Language Supervision
[D18-1195]: Igor Labutov | Bishan Yang | Tom Mitchell

pdf pdf bib DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers
[D18-1196]: Jesse Dunietz | Jaime Carbonell | Lori Levin

pdf pdf bib What It Takes to Achieve 100% Condition Accuracy on WikiSQL
[D18-1197]: Semih Yavuz | Izzeddin Gur | Yu Su | Xifeng Yan

pdf pdf bib Better Transition-Based AMR Parsing with a Refined Search Space
[D18-1198]: Zhijiang Guo | Wei Lu

pdf pdf bib Heuristically Informed Unsupervised Idiom Usage Recognition
[D18-1199]: Changsheng Liu | Rebecca Hwa

pdf pdf bib Coming to Your Senses: on Controls and Evaluation Sets in Polysemy Research
[D18-1200]: Haim Dubossarsky | Eitan Grossman | Daphna Weinshall

pdf pdf bib Predicting Semantic Relations using Global Graph Properties
[D18-1201]: Yuval Pinter | Jacob Eisenstein

pdf pdf bib Learning Scalar Adjective Intensity from Paraphrases
[D18-1202]: Anne Cocos | Veronica Wharton | Ellie Pavlick | Marianna Apidianaki | Chris Callison-Burch

pdf pdf bib Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions
[D18-1203]: Sho Yokoi | Sosuke Kobayashi | Kenji Fukumizu | Jun Suzuki | Kentaro Inui

pdf pdf bib Neural Related Work Summarization with a Joint Context-driven Attention Mechanism
[D18-1204]: Yongzhen Wang | Xiaozhong Liu | Zheng Gao

pdf pdf bib Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling
[D18-1205]: Wei Li | Xinyan Xiao | Yajuan Lyu | Yuanzhuo Wang

pdf pdf bib Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization
[D18-1206]: Shashi Narayan | Shay B. Cohen | Mirella Lapata

pdf pdf bib Improving Abstraction in Text Summarization
[D18-1207]: Wojciech Kryściński | Romain Paulus | Caiming Xiong | Richard Socher

pdf (v2) pdf (v1) bib Content Selection in Deep Learning Models of Summarization
[D18-1208]: Chris Kedzie | Kathleen McKeown | Hal Daumé III

pdf pdf bib Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment
[D18-1209]: Dinghan Shen | Xinyuan Zhang | Ricardo Henao | Lawrence Carin

pdf pdf bib Learning Context-Sensitive Convolutional Filters for Text Processing
[D18-1210]: Dinghan Shen | Martin Renqiang Min | Yitong Li | Lawrence Carin

pdf pdf bib Deep Relevance Ranking Using Enhanced Document-Query Interactions
[D18-1211]: Ryan McDonald | George Brokos | Ion Androutsopoulos

pdf pdf bib Learning Neural Representation for CLIR with Adversarial Framework
[D18-1212]: Bo Li | Ping Cheng

pdf pdf bib AD3: Attentive Deep Document Dater
[D18-1213]: Swayambhu Nath Ray | Shib Sankar Dasgupta | Partha Talukdar

pdf pdf bib Gromov-Wasserstein Alignment of Word Embedding Spaces
[D18-1214]: David Alvarez-Melis | Tommi Jaakkola

pdf pdf bib Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision
[D18-1215]: Hai Wang | Hoifung Poon

pdf pdf bib Deriving Machine Attention from Human Rationales
[D18-1216]: Yujia Bao | Shiyu Chang | Mo Yu | Regina Barzilay

pdf pdf bib Semi-Supervised Sequence Modeling with Cross-View Training
[D18-1217]: Kevin Clark | Minh-Thang Luong | Christopher D. Manning | Quoc Le

pdf pdf bib A Probabilistic Annotation Model for Crowdsourcing Coreference
[D18-1218]: Silviu Paun | Jon Chamberlain | Udo Kruschwitz | Juntao Yu | Massimo Poesio

pdf pdf bib A Deterministic Algorithm for Bridging Anaphora Resolution
[D18-1219]: Yufang Hou

pdf pdf bib A Knowledge Hunting Framework for Common Sense Reasoning
[D18-1220]: Ali Emami | Noelia De La Cruz | Adam Trischler | Kaheer Suleman | Jackie Chi Kit Cheung

pdf pdf bib Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs
[D18-1221]: Dimitri Kartsaklis | Mohammad Taher Pilehvar | Nigel Collier

pdf pdf bib Differentiating Concepts and Instances for Knowledge Graph Embedding
[D18-1222]: Xin Lv | Lei Hou | Juanzi Li | Zhiyuan Liu

pdf pdf bib One-Shot Relational Learning for Knowledge Graphs
[D18-1223]: Wenhan Xiong | Mo Yu | Shiyu Chang | Xiaoxiao Guo | William Yang Wang

pdf pdf bib Regular Expression Guided Entity Mention Mining from Noisy Web Data
[D18-1224]: Shanshan Zhang | Lihong He | Slobodan Vucetic | Eduard Dragut

pdf pdf bib HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
[D18-1225]: Shib Sankar Dasgupta | Swayambhu Nath Ray | Partha Talukdar

pdf pdf bib Neural Adaptation Layers for Cross-domain Named Entity Recognition
[D18-1226]: Bill Yuchen Lin | Wei Lu

pdf pdf bib Entity Linking within a Social Media Platform: A Case Study on Yelp
[D18-1227]: Hongliang Dai | Yangqiu Song | Liwei Qiu | Rijia Liu

pdf pdf bib Annotation of a Large Clinical Entity Corpus
[D18-1228]: Pinal Patel | Disha Davey | Vishal Panchal | Parth Pathak

pdf pdf bib Visual Supervision in Bootstrapped Information Extraction
[D18-1229]: Matthew Berger | Ajay Nagesh | Joshua Levine | Mihai Surdeanu | Helen Zhang

pdf pdf bib Learning Named Entity Tagger using Domain-Specific Dictionary
[D18-1230]: Jingbo Shang | Liyuan Liu | Xiaotao Gu | Xiang Ren | Teng Ren | Jiawei Han

pdf pdf bib Zero-Shot Open Entity Typing as Type-Compatible Grounding
[D18-1231]: Ben Zhou | Daniel Khashabi | Chen-Tse Tsai | Dan Roth

pdf pdf bib Attention-Guided Answer Distillation for Machine Reading Comprehension
[D18-1232]: Minghao Hu | Yuxing Peng | Furu Wei | Zhen Huang | Dongsheng Li | Nan Yang | Ming Zhou

pdf pdf bib Interpretation of Natural Language Rules in Conversational Machine Reading
[D18-1233]: Marzieh Saeidi | Max Bartolo | Patrick Lewis | Sameer Singh | Tim Rocktäschel | Mike Sheldon | Guillaume Bouchard | Sebastian Riedel

pdf pdf bib A State-transition Framework to Answer Complex Questions over Knowledge Base
[D18-1234]: Sen Hu | Lei Zou | Xinbo Zhang

pdf pdf bib A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension
[D18-1235]: Jiahua Liu | Wan Wei | Maosong Sun | Hao Chen | Yantao Du | Dekang Lin

pdf pdf bib Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain
[D18-1236]: Mingming Sun | Xu Li | Ping Li

pdf pdf bib MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller
[D18-1237]: Seohyun Back | Seunghak Yu | Sathish Reddy Indurthi | Jihie Kim | Jaegul Choo

pdf pdf bib Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension
[D18-1238]: Yi Tay | Anh Tuan Luu | Siu Cheung Hui

pdf pdf bib Neural Compositional Denotational Semantics for Question Answering
[D18-1239]: Nitish Gupta | Mike Lewis

pdf pdf bib Cross-Pair Text Representations for Answer Sentence Selection
[D18-1240]: Kateryna Tymoshenko | Alessandro Moschitti

pdf pdf bib QuAC: Question Answering in Context
[D18-1241]: Eunsol Choi | He He | Mohit Iyyer | Mark Yatskar | Wen-tau Yih | Yejin Choi | Percy Liang | Luke Zettlemoyer

pdf pdf bib Knowledge Base Question Answering via Encoding of Complex Query Graphs
[D18-1242]: Kangqi Luo | Fengli Lin | Xusheng Luo | Kenny Zhu

pdf pdf bib Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning
[D18-1243]: Tianyi Liu | Xinsong Zhang | Wanhao Zhou | Weijia Jia

pdf pdf bib Graph Convolution over Pruned Dependency Trees Improves Relation Extraction
[D18-1244]: Yuhao Zhang | Peng Qi | Christopher D. Manning

pdf pdf bib Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction
[D18-1245]: Jinhua Du | Jingguang Han | Andy Way | Dadong Wan

pdf pdf bib N-ary Relation Extraction using Graph-State LSTM
[D18-1246]: Linfeng Song | Yue Zhang | Zhiguo Wang | Daniel Gildea

pdf pdf bib Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention
[D18-1247]: Xu Han | Pengfei Yu | Zhiyuan Liu | Maosong Sun | Peng Li

pdf pdf bib Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding
[D18-1248]: Guanying Wang | Wen Zhang | Ruoxu Wang | Yalin Zhou | Xi Chen | Wei Zhang | Hai Zhu | Huajun Chen

pdf pdf bib Extracting Entities and Relations with Joint Minimum Risk Training
[D18-1249]: Changzhi Sun | Yuanbin Wu | Man Lan | Shiliang Sun | Wenting Wang | Kuang-Chih Lee | Kewen Wu

pdf pdf bib Large-scale Exploration of Neural Relation Classification Architectures
[D18-1250]: Hoang-Quynh Le | Duy-Cat Can | Sinh T. Vu | Thanh Hai Dang | Mohammad Taher Pilehvar | Nigel Collier

pdf pdf bib Possessors Change Over Time: A Case Study with Artworks
[D18-1251]: Dhivya Chinnappa | Eduardo Blanco

pdf pdf bib Using Lexical Alignment and Referring Ability to Address Data Sparsity in Situated Dialog Reference Resolution
[D18-1252]: Todd Shore | Gabriel Skantze

pdf pdf bib Subgoal Discovery for Hierarchical Dialogue Policy Learning
[D18-1253]: Da Tang | Xiujun Li | Jianfeng Gao | Chong Wang | Lihong Li | Tony Jebara

pdf pdf bib Supervised Clustering of Questions into Intents for Dialog System Applications
[D18-1254]: Iryna Haponchyk | Antonio Uva | Seunghak Yu | Olga Uryupina | Alessandro Moschitti

pdf pdf bib Towards Exploiting Background Knowledge for Building Conversation Systems
[D18-1255]: Nikita Moghe | Siddhartha Arora | Suman Banerjee | Mitesh M. Khapra

pdf pdf bib Decoupling Strategy and Generation in Negotiation Dialogues
[D18-1256]: He He | Derek Chen | Anusha Balakrishnan | Percy Liang

pdf pdf bib Large-scale Cloze Test Dataset Created by Teachers
[D18-1257]: Qizhe Xie | Guokun Lai | Zihang Dai | Eduard Hovy

pdf pdf bib emrQA: A Large Corpus for Question Answering on Electronic Medical Records
[D18-1258]: Anusri Pampari | Preethi Raghavan | Jennifer Liang | Jian Peng

pdf pdf bib HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
[D18-1259]: Zhilin Yang | Peng Qi | Saizheng Zhang | Yoshua Bengio | William Cohen | Ruslan Salakhutdinov | Christopher D. Manning

pdf pdf bib Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
[D18-1260]: Todor Mihaylov | Peter Clark | Tushar Khot | Ashish Sabharwal

pdf pdf bib Evaluating Theory of Mind in Question Answering
[D18-1261]: Aida Nematzadeh | Kaylee Burns | Erin Grant | Alison Gopnik | Tom Griffiths

pdf pdf bib A Unified Syntax-aware Framework for Semantic Role Labeling
[D18-1262]: Zuchao Li | Shexia He | Jiaxun Cai | Zhuosheng Zhang | Hai Zhao | Gongshen Liu | Linlin Li | Luo Si

pdf pdf bib Semantics as a Foreign Language
[D18-1263]: Gabriel Stanovsky | Ido Dagan

pdf pdf bib An AMR Aligner Tuned by Transition-based Parser
[D18-1264]: Yijia Liu | Wanxiang Che | Bo Zheng | Bing Qin | Ting Liu

pdf pdf bib Dependency-based Hybrid Trees for Semantic Parsing
[D18-1265]: Zhanming Jie | Wei Lu

pdf pdf bib Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations
[D18-1266]: Dipendra Misra | Ming-Wei Chang | Xiaodong He | Wen-tau Yih

pdf pdf bib Sentence Compression for Arbitrary Languages via Multilingual Pivoting
[D18-1267]: Jonathan Mallinson | Rico Sennrich | Mirella Lapata

pdf pdf bib Unsupervised Cross-lingual Transfer of Word Embedding Spaces
[D18-1268]: Ruochen Xu | Yiming Yang | Naoki Otani | Yuexin Wu

pdf pdf bib XNLI: Evaluating Cross-lingual Sentence Representations
[D18-1269]: Alexis Conneau | Ruty Rinott | Guillaume Lample | Adina Williams | Samuel Bowman | Holger Schwenk | Veselin Stoyanov

pdf pdf bib Joint Multilingual Supervision for Cross-lingual Entity Linking
[D18-1270]: Shyam Upadhyay | Nitish Gupta | Dan Roth

pdf pdf bib Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition
[D18-1271]: Tao Ge | Qing Dou | Heng Ji | Lei Cui | Baobao Chang | Zhifang Sui | Furu Wei | Ming Zhou

pdf pdf bib WECA: A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition
[D18-1272]: Yufeng Diao | Hongfei Lin | Di Wu | Liang Yang | Kan Xu | Zhihao Yang | Jian Wang | Shaowu Zhang | Bo Xu | Dongyu Zhang

pdf pdf bib A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check
[D18-1273]: Dingmin Wang | Yan Song | Jing Li | Jialong Han | Haisong Zhang

pdf pdf bib Neural Quality Estimation of Grammatical Error Correction
[D18-1274]: Shamil Chollampatt | Hwee Tou Ng

pdf pdf bib Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging
[D18-1275]: Tao Gui | Qi Zhang | Jingjing Gong | Minlong Peng | Di Liang | Keyu Ding | Xuanjing Huang

pdf pdf bib Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit
[D18-1276]: Amrith Krishna | Bishal Santra | Sasi Prasanth Bandaru | Gaurav Sahu | Vishnu Dutt Sharma | Pavankumar Satuluri | Pawan Goyal

pdf pdf bib A Challenge Set and Methods for Noun-Verb Ambiguity
[D18-1277]: Ali Elkahky | Kellie Webster | Daniel Andor | Emily Pitler

pdf pdf bib What do character-level models learn about morphology? The case of dependency parsing
[D18-1278]: Clara Vania | Andreas Grivas | Adam Lopez

pdf pdf bib Learning Better Internal Structure of Words for Sequence Labeling
[D18-1279]: Yingwei Xin | Ethan Hart | Vibhuti Mahajan | Jean-David Ruvini

pdf pdf bib ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection
[D18-1280]: Devamanyu Hazarika | Soujanya Poria | Rada Mihalcea | Erik Cambria | Roger Zimmermann

pdf pdf bib Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation
[D18-1281]: Ryota Hinami | Shin’ichi Satoh

pdf pdf bib Grounding Semantic Roles in Images
[D18-1282]: Carina Silberer | Manfred Pinkal

pdf pdf bib Commonsense Justification for Action Explanation
[D18-1283]: Shaohua Yang | Qiaozi Gao | Sari Sadiya | Joyce Chai

pdf pdf bib Learning Personas from Dialogue with Attentive Memory Networks
[D18-1284]: Eric Chu | Prashanth Vijayaraghavan | Deb Roy

pdf pdf bib Grounding language acquisition by training semantic parsers using captioned videos
[D18-1285]: Candace Ross | Andrei Barbu | Yevgeni Berzak | Battushig Myanganbayar | Boris Katz

pdf pdf bib Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation
[D18-1286]: Xiaoxue Zang | Ashwini Pokle | Marynel Vázquez | Kevin Chen | Juan Carlos Niebles | Alvaro Soto | Silvio Savarese

pdf pdf bib Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction
[D18-1287]: Dipendra Misra | Andrew Bennett | Valts Blukis | Eyvind Niklasson | Max Shatkhin | Yoav Artzi

pdf pdf bib Deconvolutional Time Series Regression: A Technique for Modeling Temporally Diffuse Effects
[D18-1288]: Cory Shain | William Schuler

pdf pdf bib Is this Sentence Difficult? Do you Agree?
[D18-1289]: Dominique Brunato | Lorenzo De Mattei | Felice Dell’Orletta | Benedetta Iavarone | Giulia Venturi

pdf pdf bib Neural Transition Based Parsing of Web Queries: An Entity Based Approach
[D18-1290]: Rivka Malca | Roi Reichart

pdf pdf bib An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing
[D18-1291]: Aaron Smith | Miryam de Lhoneux | Sara Stymne | Joakim Nivre

pdf pdf bib Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction
[D18-1292]: Lifeng Jin | Finale Doshi-Velez | Timothy Miller | William Schuler | Lane Schwartz

pdf pdf bib Incremental Computation of Infix Probabilities for Probabilistic Finite Automata
[D18-1293]: Marco Cognetta | Yo-Sub Han | Soon Chan Kwon

pdf pdf bib Syntax Encoding with Application in Authorship Attribution
[D18-1294]: Richong Zhang | Zhiyuan Hu | Hongyu Guo | Yongyi Mao

pdf pdf bib Sanskrit Word Segmentation Using Character-level Recurrent and Convolutional Neural Networks
[D18-1295]: Oliver Hellwig | Sebastian Nehrdich

pdf pdf bib Session-level Language Modeling for Conversational Speech
[D18-1296]: Wayne Xiong | Lingfeng Wu | Jun Zhang | Andreas Stolcke

pdf pdf bib Towards Less Generic Responses in Neural Conversation Models: A Statistical Re-weighting Method
[D18-1297]: Yahui Liu | Wei Bi | Jun Gao | Xiaojiang Liu | Jian Yao | Shuming Shi

pdf pdf bib Training Millions of Personalized Dialogue Agents
[D18-1298]: Pierre-Emmanuel Mazaré | Samuel Humeau | Martin Raison | Antoine Bordes

pdf pdf bib Towards Universal Dialogue State Tracking
[D18-1299]: Liliang Ren | Kaige Xie | Lu Chen | Kai Yu

pdf pdf bib Semantic Parsing for Task Oriented Dialog using Hierarchical Representations
[D18-1300]: Sonal Gupta | Rushin Shah | Mrinal Mohit | Anuj Kumar | Mike Lewis

pdf pdf bib The glass ceiling in NLP
[D18-1301]: Natalie Schluter

pdf pdf bib Reducing Gender Bias in Abusive Language Detection
[D18-1302]: Ji Ho Park | Jamin Shin | Pascale Fung

pdf pdf bib SafeCity: Understanding Diverse Forms of Sexual Harassment Personal Stories
[D18-1303]: Sweta Karlekar | Mohit Bansal

pdf pdf bib Learning multiview embeddings for assessing dementia
[D18-1304]: Chloé Pou-Prom | Frank Rudzicz

pdf pdf bib WikiConv: A Corpus of the Complete Conversational History of a Large Online Collaborative Community
[D18-1305]: Yiqing Hua | Cristian Danescu-Niculescu-Mizil | Dario Taraborelli | Nithum Thain | Jeffery Sorensen | Lucas Dixon

pdf pdf bib Marginal Likelihood Training of BiLSTM-CRF for Biomedical Named Entity Recognition from Disjoint Label Sets
[D18-1306]: Nathan Greenberg | Trapit Bansal | Patrick Verga | Andrew McCallum

pdf pdf bib Adversarial training for multi-context joint entity and relation extraction
[D18-1307]: Giannis Bekoulis | Johannes Deleu | Thomas Demeester | Chris Develder

pdf pdf bib Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding
[D18-1308]: Gaurav Singh | James Thomas | Iain Marshall | John Shawe-Taylor | Byron C. Wallace

pdf pdf bib Deep Exhaustive Model for Nested Named Entity Recognition
[D18-1309]: Mohammad Golam Sohrab | Makoto Miwa

pdf pdf bib Evaluating the Utility of Hand-crafted Features in Sequence Labelling
[D18-1310]: Minghao Wu | Fei Liu | Trevor Cohn

pdf pdf bib Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data
[D18-1311]: Wenhui Wang | Baobao Chang | Mairgup Mansur

pdf pdf bib A Framework for Understanding the Role of Morphology in Universal Dependency Parsing
[D18-1312]: Mathieu Dehouck | Pascal Denis

pdf pdf bib The Lazy Encoder: A Fine-Grained Analysis of the Role of Morphology in Neural Machine Translation
[D18-1313]: Arianna Bisazza | Clara Tump

pdf pdf bib Imitation Learning for Neural Morphological String Transduction
[D18-1314]: Peter Makarov | Simon Clematide

pdf pdf bib An Encoder-Decoder Approach to the Paradigm Cell Filling Problem
[D18-1315]: Miikka Silfverberg | Mans Hulden

pdf pdf bib Generating Natural Language Adversarial Examples
[D18-1316]: Moustafa Alzantot | Yash Sharma | Ahmed Elgohary | Bo-Jhang Ho | Mani Srivastava | Kai-Wei Chang

pdf pdf bib Multi-Head Attention with Disagreement Regularization
[D18-1317]: Jian Li | Zhaopeng Tu | Baosong Yang | Michael R. Lyu | Tong Zhang

pdf pdf bib Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study
[D18-1318]: Aditya Siddhant | Zachary C. Lipton

pdf pdf bib Bayesian Compression for Natural Language Processing
[D18-1319]: Nadezhda Chirkova | Ekaterina Lobacheva | Dmitry Vetrov

pdf pdf bib Multimodal neural pronunciation modeling for spoken languages with logographic origin
[D18-1320]: Minh Nguyen | Gia H. Ngo | Nancy Chen

pdf pdf bib Chinese Pinyin Aided IME, Input What You Have Not Keystroked Yet
[D18-1321]: Yafang Huang | Hai Zhao

pdf pdf bib Estimating Marginal Probabilities of n-grams for Recurrent Neural Language Models
[D18-1322]: Thanapon Noraset | Doug Downey | Lidong Bing

pdf pdf bib How to represent a word and predict it, too: Improving tied architectures for language modelling
[D18-1323]: Kristina Gulordava | Laura Aina | Gemma Boleda

pdf pdf bib The Importance of Generation Order in Language Modeling
[D18-1324]: Nicolas Ford | Daniel Duckworth | Mohammad Norouzi | George Dahl

pdf pdf bib Document-Level Neural Machine Translation with Hierarchical Attention Networks
[D18-1325]: Lesly Miculicich | Dhananjay Ram | Nikolaos Pappas | James Henderson

pdf pdf bib Three Strategies to Improve One-to-Many Multilingual Translation
[D18-1326]: Yining Wang | Jiajun Zhang | Feifei Zhai | Jingfang Xu | Chengqing Zong

pdf pdf bib Multi-Source Syntactic Neural Machine Translation
[D18-1327]: Anna Currey | Kenneth Heafield

pdf pdf bib Fixing Translation Divergences in Parallel Corpora for Neural MT
[D18-1328]: MinhQuang Pham | Josep Crego | Jean Senellart | François Yvon

pdf pdf bib Adversarial Evaluation of Multimodal Machine Translation
[D18-1329]: Desmond Elliott

pdf pdf bib Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion
[D18-1330]: Armand Joulin | Piotr Bojanowski | Tomas Mikolov | Hervé Jégou | Edouard Grave

pdf pdf bib Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation
[D18-1331]: Junyang Lin | Xu Sun | Xuancheng Ren | Muyu Li | Qi Su

pdf pdf bib Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation
[D18-1332]: Nikolay Bogoychev | Kenneth Heafield | Alham Fikri Aji | Marcin Junczys-Dowmunt

pdf pdf bib Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism
[D18-1333]: Longyue Wang | Zhaopeng Tu | Andy Way | Qun Liu

pdf pdf bib Getting Gender Right in Neural Machine Translation
[D18-1334]: Eva Vanmassenhove | Christian Hardmeier | Andy Way

pdf pdf bib Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation
[D18-1335]: Parnia Bahar | Christopher Brix | Hermann Ney

pdf pdf bib End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification
[D18-1336]: Jindřich Libovický | Jindřich Helcl

pdf pdf bib Prediction Improves Simultaneous Neural Machine Translation
[D18-1337]: Ashkan Alinejad | Maryam Siahbani | Anoop Sarkar

pdf pdf bib Training Deeper Neural Machine Translation Models with Transparent Attention
[D18-1338]: Ankur Bapna | Mia Chen | Orhan Firat | Yuan Cao | Yonghui Wu

pdf pdf bib Context and Copying in Neural Machine Translation
[D18-1339]: Rebecca Knowles | Philipp Koehn

pdf pdf bib Encoding Gated Translation Memory into Neural Machine Translation
[D18-1340]: Qian Cao | Deyi Xiong

pdf pdf bib Automatic Post-Editing of Machine Translation: A Neural Programmer-Interpreter Approach
[D18-1341]: Thuy-Trang Vu | Gholamreza Haffari

pdf pdf bib Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation
[D18-1342]: Yilin Yang | Liang Huang | Mingbo Ma

pdf pdf bib Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing
[D18-1343]: Yadollah Yaghoobzadeh | Hinrich Schütze

pdf pdf bib Word Embeddings for Code-Mixed Language Processing
[D18-1344]: Adithya Pratapa | Monojit Choudhury | Sunayana Sitaram

pdf pdf bib On the Strength of Character Language Models for Multilingual Named Entity Recognition
[D18-1345]: Xiaodong Yu | Stephen Mayhew | Mark Sammons | Dan Roth

pdf pdf bib Code-switched Language Models Using Dual RNNs and Same-Source Pretraining
[D18-1346]: Saurabh Garg | Tanmay Parekh | Preethi Jyothi

pdf pdf bib Part-of-Speech Tagging for Code-Switched, Transliterated Texts without Explicit Language Identification
[D18-1347]: Kelsey Ball | Dan Garrette

pdf pdf bib Zero-shot User Intent Detection via Capsule Neural Networks
[D18-1348]: Congying Xia | Chenwei Zhang | Xiaohui Yan | Yi Chang | Philip Yu

pdf pdf bib Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts
[D18-1349]: Di Jin | Peter Szolovits

pdf pdf bib Investigating Capsule Networks with Dynamic Routing for Text Classification
[D18-1350]: Min Yang | Wei Zhao | Jianbo Ye | Zeyang Lei | Zhou Zhao | Soufei Zhang

pdf pdf bib Topic Memory Networks for Short Text Classification
[D18-1351]: Jichuan Zeng | Jing Li | Yan Song | Cuiyun Gao | Michael R. Lyu | Irwin King

pdf pdf bib Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces
[D18-1352]: Anthony Rios | Ramakanth Kavuluru

pdf pdf bib Automatic Poetry Generation with Mutual Reinforcement Learning
[D18-1353]: Xiaoyuan Yi | Maosong Sun | Ruoyu Li | Wenhao Li

pdf pdf bib Variational Autoregressive Decoder for Neural Response Generation
[D18-1354]: Jiachen Du | Wenjie Li | Yulan He | Ruifeng Xu | Lidong Bing | Xuan Wang

pdf pdf bib Integrating Transformer and Paraphrase Rules for Sentence Simplification
[D18-1355]: Sanqiang Zhao | Rui Meng | Daqing He | Andi Saptono | Bambang Parmanto

pdf pdf bib Learning Neural Templates for Text Generation
[D18-1356]: Sam Wiseman | Stuart Shieber | Alexander Rush

pdf pdf bib Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation
[D18-1357]: Renjie Zheng | Mingbo Ma | Liang Huang

pdf pdf bib Knowledge Graph Embedding with Hierarchical Relation Structure
[D18-1358]: Zhao Zhang | Fuzhen Zhuang | Meng Qu | Fen Lin | Qing He

pdf pdf bib Embedding Multimodal Relational Data for Knowledge Base Completion
[D18-1359]: Pouya Pezeshkpour | Liyan Chen | Sameer Singh

pdf pdf bib Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction
[D18-1360]: Yi Luan | Luheng He | Mari Ostendorf | Hannaneh Hajishirzi

pdf pdf bib Playing 20 Question Game with Policy-Based Reinforcement Learning
[D18-1361]: Huang Hu | Xianchao Wu | Bingfeng Luo | Chongyang Tao | Can Xu | Wei Wu | Zhan Chen

pdf pdf bib Multi-Hop Knowledge Graph Reasoning with Reward Shaping
[D18-1362]: Xi Victoria Lin | Richard Socher | Caiming Xiong

pdf pdf bib Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting
[D18-1363]: Katharina Kann | Hinrich Schütze

pdf pdf bib Implicational Universals in Stochastic Constraint-Based Phonology
[D18-1364]: Giorgio Magri

pdf pdf bib Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules?
[D18-1365]: Fréderic Godin | Kris Demuynck | Joni Dambre | Wesley De Neve | Thomas Demeester

pdf pdf bib Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations
[D18-1366]: Aditi Chaudhary | Chunting Zhou | Lori Levin | Graham Neubig | David R. Mortensen | Jaime Carbonell

pdf pdf bib A Computational Exploration of Exaggeration
[D18-1367]: Enrica Troiano | Carlo Strapparava | Gözde Özbal | Serra Sinem Tekiroğlu

pdf pdf bib Building Context-aware Clause Representations for Situation Entity Type Classification
[D18-1368]: Zeyu Dai | Ruihong Huang

pdf pdf bib Hierarchical Dirichlet Gaussian Marked Hawkes Process for Narrative Reconstruction in Continuous Time Domain
[D18-1369]: Yeon Seonwoo | Alice Oh | Sungjoon Park

pdf pdf bib Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models
[D18-1370]: Anne Lauscher | Goran Glavaš | Simone Paolo Ponzetto | Kai Eckert

pdf pdf bib Neural Ranking Models for Temporal Dependency Structure Parsing
[D18-1371]: Yuchen Zhang | Nianwen Xue

pdf pdf bib Causal Explanation Analysis on Social Media
[D18-1372]: Youngseo Son | Nipun Bayas | H. Andrew Schwartz

pdf pdf bib LRMM: Learning to Recommend with Missing Modalities
[D18-1373]: Cheng Wang | Mathias Niepert | Hui Li

pdf pdf bib Content Explorer: Recommending Novel Entities for a Document Writer
[D18-1374]: Michal Lukasik | Richard Zens

pdf pdf bib A Genre-Aware Attention Model to Improve the Likability Prediction of Books
[D18-1375]: Suraj Maharjan | Manuel Montes | Fabio A. González | Thamar Solorio

pdf pdf bib Thread Popularity Prediction and Tracking with a Permutation-invariant Model
[D18-1376]: Hou Pong Chan | Irwin King

pdf pdf bib IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis
[D18-1377]: Navonil Majumder | Soujanya Poria | Alexander Gelbukh | Md. Shad Akhtar | Erik Cambria | Asif Ekbal

pdf pdf bib Limbic: Author-Based Sentiment Aspect Modeling Regularized with Word Embeddings and Discourse Relations
[D18-1378]: Zhe Zhang | Munindar Singh

pdf pdf bib An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking
[D18-1379]: Yang Yang | Deyu Zhou | Yulan He

pdf pdf bib Multi-grained Attention Network for Aspect-Level Sentiment Classification
[D18-1380]: Feifan Fan | Yansong Feng | Dongyan Zhao

pdf pdf bib Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification
[D18-1381]: Yi Tay | Anh Tuan Luu | Siu Cheung Hui | Jian Su

pdf pdf bib Contextual Inter-modal Attention for Multi-modal Sentiment Analysis
[D18-1382]: Deepanway Ghosal | Md Shad Akhtar | Dushyant Chauhan | Soujanya Poria | Asif Ekbal | Pushpak Bhattacharyya

pdf pdf bib Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification
[D18-1383]: Ruidan He | Wee Sun Lee | Hwee Tou Ng | Daniel Dahlmeier

pdf pdf bib ExtRA: Extracting Prominent Review Aspects from Customer Feedback
[D18-1384]: Zhiyi Luo | Shanshan Huang | Frank F. Xu | Bill Yuchen Lin | Hanyuan Shi | Kenny Zhu

pdf pdf bib Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content
[D18-1385]: Weiming Wen | Songwen Su | Zhou Yu

pdf pdf bib Extractive Adversarial Networks: High-Recall Explanations for Identifying Personal Attacks in Social Media Posts
[D18-1386]: Samuel Carton | Qiaozhu Mei | Paul Resnick

pdf pdf bib Automatic Detection of Vague Words and Sentences in Privacy Policies
[D18-1387]: Logan Lebanoff | Fei Liu

pdf pdf bib Multi-view Models for Political Ideology Detection of News Articles
[D18-1388]: Vivek Kulkarni | Junting Ye | Steve Skiena | William Yang Wang

pdf pdf bib Predicting Factuality of Reporting and Bias of News Media Sources
[D18-1389]: Ramy Baly | Georgi Karadzhov | Dimitar Alexandrov | James Glass | Preslav Nakov

pdf pdf bib Legal Judgment Prediction via Topological Learning
[D18-1390]: Haoxi Zhong | Zhipeng Guo | Cunchao Tu | Chaojun Xiao | Zhiyuan Liu | Maosong Sun

pdf pdf bib Hierarchical CVAE for Fine-Grained Hate Speech Classification
[D18-1391]: Jing Qian | Mai ElSherief | Elizabeth Belding | William Yang Wang

pdf pdf bib Residualized Factor Adaptation for Community Social Media Prediction Tasks
[D18-1392]: Mohammadzaman Zamani | H. Andrew Schwartz | Veronica Lynn | Salvatore Giorgi | Niranjan Balasubramanian

pdf pdf bib Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political Strategies
[D18-1393]: Anjalie Field | Doron Kliger | Shuly Wintner | Jennifer Pan | Dan Jurafsky | Yulia Tsvetkov

pdf pdf bib Identifying the sentiment styles of YouTube’s vloggers
[D18-1394]: Bennett Kleinberg | Maximilian Mozes | Isabelle van der Vegt

pdf pdf bib Native Language Identification with User Generated Content
[D18-1395]: Gili Goldin | Ella Rabinovich | Shuly Wintner

pdf pdf bib Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter
[D18-1396]: Lijun Wu | Xu Tan | Di He | Fei Tian | Tao Qin | Jianhuang Lai | Tie-Yan Liu

pdf pdf bib A Study of Reinforcement Learning for Neural Machine Translation
[D18-1397]: Lijun Wu | Fei Tian | Tao Qin | Jianhuang Lai | Tie-Yan Liu

pdf pdf bib Meta-Learning for Low-Resource Neural Machine Translation
[D18-1398]: Jiatao Gu | Yong Wang | Yun Chen | Victor O. K. Li | Kyunghyun Cho

pdf pdf bib Unsupervised Statistical Machine Translation
[D18-1399]: Mikel Artetxe | Gorka Labaka | Eneko Agirre

pdf pdf bib A Visual Attention Grounding Neural Model for Multimodal Machine Translation
[D18-1400]: Mingyang Zhou | Runxiang Cheng | Yong Jae Lee | Zhou Yu

pdf pdf bib Sentiment Classification towards Question-Answering with Hierarchical Matching Network
[D18-1401]: Chenlin Shen | Changlong Sun | Jingjing Wang | Yangyang Kang | Shoushan Li | Xiaozhong Liu | Luo Si | Min Zhang | Guodong Zhou

pdf pdf bib Cross-topic Argument Mining from Heterogeneous Sources
[D18-1402]: Christian Stab | Tristan Miller | Benjamin Schiller | Pranav Rai | Iryna Gurevych

pdf pdf bib Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised
[D18-1403]: Stefanos Angelidis | Mirella Lapata

pdf pdf bib CARER: Contextualized Affect Representations for Emotion Recognition
[D18-1404]: Elvis Saravia | Hsien-Chi Toby Liu | Yen-Hao Huang | Junlin Wu | Yi-Shin Chen

pdf pdf bib Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency
[D18-1405]: Zhuang Ma | Michael Collins

pdf pdf bib CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization
[D18-1406]: Semih Yavuz | Chung-Cheng Chiu | Patrick Nguyen | Yonghui Wu

pdf pdf bib Pathologies of Neural Models Make Interpretations Difficult
[D18-1407]: Shi Feng | Eric Wallace | Alvin Grissom II | Mohit Iyyer | Pedro Rodriguez | Jordan Boyd-Graber

pdf pdf bib Phrase-level Self-Attention Networks for Universal Sentence Encoding
[D18-1408]: Wei Wu | Houfeng Wang | Tianyu Liu | Shuming Ma

pdf pdf bib BanditSum: Extractive Summarization as a Contextual Bandit
[D18-1409]: Yue Dong | Yikang Shen | Eric Crawford | Herke van Hoof | Jackie Chi Kit Cheung

pdf pdf bib A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification
[D18-1410]: Mounica Maddela | Wei Xu

pdf pdf bib Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data
[D18-1411]: Guanghui Qin | Jin-Ge Yao | Xuening Wang | Jinpeng Wang | Chin-Yew Lin

pdf pdf bib Syntactic Scaffolds for Semantic Structures
[D18-1412]: Swabha Swayamdipta | Sam Thomson | Kenton Lee | Luke Zettlemoyer | Chris Dyer | Noah A. Smith

pdf pdf bib Hierarchical Quantized Representations for Script Generation
[D18-1413]: Noah Weber | Leena Shekhar | Niranjan Balasubramanian | Nathanael Chambers

pdf pdf bib Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data
[D18-1414]: Zi Lin | Yuguang Duan | Yuanyuan Zhao | Weiwei Sun | Xiaojun Wan

pdf pdf bib A Teacher-Student Framework for Maintainable Dialog Manager
[D18-1415]: Weikang Wang | Jiajun Zhang | Han Zhang | Mei-Yuh Hwang | Chengqing Zong | Zhifei Li

pdf pdf bib Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
[D18-1416]: Shang-Yu Su | Xiujun Li | Jianfeng Gao | Jingjing Liu | Yun-Nung Chen

pdf pdf bib A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding
[D18-1417]: Changliang Li | Liang Li | Ji Qi

pdf pdf bib Learning End-to-End Goal-Oriented Dialog with Multiple Answers
[D18-1418]: Janarthanan Rajendran | Jatin Ganhotra | Satinder Singh | Lazaros Polymenakos

pdf pdf bib AirDialogue: An Environment for Goal-Oriented Dialogue Research
[D18-1419]: Wei Wei | Quoc Le | Andrew Dai | Jia Li

pdf pdf bib QuaSE: Sequence Editing under Quantifiable Guidance
[D18-1420]: Yi Liao | Lidong Bing | Piji Li | Shuming Shi | Wai Lam | Tong Zhang

pdf pdf bib Paraphrase Generation with Deep Reinforcement Learning
[D18-1421]: Zichao Li | Xin Jiang | Lifeng Shang | Hang Li

pdf pdf bib Operation-guided Neural Networks for High Fidelity Data-To-Text Generation
[D18-1422]: Feng Nie | Jinpeng Wang | Jin-Ge Yao | Rong Pan | Chin-Yew Lin

pdf pdf bib Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training
[D18-1423]: Juntao Li | Yan Song | Haisong Zhang | Dongmin Chen | Shuming Shi | Dongyan Zhao | Rui Yan

pdf pdf bib Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks
[D18-1424]: Yao Zhao | Xiaochuan Ni | Yuanyuan Ding | Qifa Ke

pdf pdf bib Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
[D18-1425]: Tao Yu | Rui Zhang | Kai Yang | Michihiro Yasunaga | Dongxu Wang | Zifan Li | James Ma | Irene Li | Qingning Yao | Shanelle Roman | Zilin Zhang | Dragomir Radev

pdf pdf bib Unsupervised Natural Language Generation with Denoising Autoencoders
[D18-1426]: Markus Freitag | Scott Roy

pdf pdf bib Answer-focused and Position-aware Neural Question Generation
[D18-1427]: Xingwu Sun | Jing Liu | Yajuan Lyu | Wei He | Yanjun Ma | Shi Wang

pdf pdf bib Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation
[D18-1428]: Jingjing Xu | Xuancheng Ren | Junyang Lin | Xu Sun

pdf pdf bib Towards a Better Metric for Evaluating Question Generation Systems
[D18-1429]: Preksha Nema | Mitesh M. Khapra

pdf pdf bib Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement
[D18-1430]: Cheng Yang | Maosong Sun | Xiaoyuan Yi | Wenhao Li

pdf pdf bib Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints
[D18-1431]: Ashutosh Baheti | Alan Ritter | Jiwei Li | Bill Dolan

pdf pdf bib Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity
[D18-1432]: Xinnuo Xu | Ondřej Dušek | Ioannis Konstas | Verena Rieser

pdf pdf bib Incorporating Background Knowledge into Video Description Generation
[D18-1433]: Spencer Whitehead | Heng Ji | Mohit Bansal | Shih-Fu Chang | Clare Voss

pdf pdf bib Multimodal Differential Network for Visual Question Generation
[D18-1434]: Badri Narayana Patro | Sandeep Kumar | Vinod Kumar Kurmi | Vinay Namboodiri

pdf pdf bib Entity-aware Image Caption Generation
[D18-1435]: Di Lu | Spencer Whitehead | Lifu Huang | Heng Ji | Shih-Fu Chang

pdf pdf bib Learning to Describe Differences Between Pairs of Similar Images
[D18-1436]: Harsh Jhamtani | Taylor Berg-Kirkpatrick

pdf pdf bib Object Hallucination in Image Captioning
[D18-1437]: Anna Rohrbach | Lisa Anne Hendricks | Kaylee Burns | Trevor Darrell | Kate Saenko

pdf pdf bib Abstractive Text-Image Summarization Using Multi-Modal Attentional Hierarchical RNN
[D18-1438]: Jingqiang Chen | Hai Zhuge

pdf pdf bib Keyphrase Generation with Correlation Constraints
[D18-1439]: Jun Chen | Xiaoming Zhang | Yu Wu | Zhao Yan | Zhoujun Li

pdf pdf bib Closed-Book Training to Improve Summarization Encoder Memory
[D18-1440]: Yichen Jiang | Mohit Bansal

pdf pdf bib Improving Neural Abstractive Document Summarization with Structural Regularization
[D18-1441]: Wei Li | Xinyan Xiao | Yajuan Lyu | Yuanzhuo Wang

pdf pdf bib Iterative Document Representation Learning Towards Summarization with Polishing
[D18-1442]: Xiuying Chen | Shen Gao | Chongyang Tao | Yan Song | Dongyan Zhao | Rui Yan

pdf pdf bib Bottom-Up Abstractive Summarization
[D18-1443]: Sebastian Gehrmann | Yuntian Deng | Alexander Rush

pdf pdf bib Controlling Length in Abstractive Summarization Using a Convolutional Neural Network
[D18-1444]: Yizhu Liu | Zhiyi Luo | Kenny Zhu

pdf pdf bib APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning
[D18-1445]: Yang Gao | Christian M. Meyer | Iryna Gurevych

pdf pdf bib Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization
[D18-1446]: Logan Lebanoff | Kaiqiang Song | Fei Liu

pdf pdf bib Semi-Supervised Learning for Neural Keyphrase Generation
[D18-1447]: Hai Ye | Lu Wang

pdf pdf bib MSMO: Multimodal Summarization with Multimodal Output
[D18-1448]: Junnan Zhu | Haoran Li | Tianshang Liu | Yu Zhou | Jiajun Zhang | Chengqing Zong

pdf pdf bib Frustratingly Easy Model Ensemble for Abstractive Summarization
[D18-1449]: Hayato Kobayashi

pdf pdf bib Automatic Pyramid Evaluation Exploiting EDU-based Extractive Reference Summaries
[D18-1450]: Tsutomu Hirao | Hidetaka Kamigaito | Masaaki Nagata

pdf pdf bib Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks
[D18-1451]: Yaushian Wang | Hung-Yi Lee

pdf pdf bib Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings
[D18-1452]: Shafiq Joty | Lluís Màrquez | Preslav Nakov

pdf pdf bib What Makes Reading Comprehension Questions Easier?
[D18-1453]: Saku Sugawara | Kentaro Inui | Satoshi Sekine | Akiko Aizawa

pdf pdf bib Commonsense for Generative Multi-Hop Question Answering Tasks
[D18-1454]: Lisa Bauer | Yicheng Wang | Mohit Bansal

pdf pdf bib Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text
[D18-1455]: Haitian Sun | Bhuwan Dhingra | Manzil Zaheer | Kathryn Mazaitis | Ruslan Salakhutdinov | William Cohen

pdf pdf bib A Nil-Aware Answer Extraction Framework for Question Answering
[D18-1456]: Souvik Kundu | Hwee Tou Ng

pdf pdf bib Exploiting Deep Representations for Neural Machine Translation
[D18-1457]: Zi-Yi Dou | Zhaopeng Tu | Xing Wang | Shuming Shi | Tong Zhang

pdf pdf bib Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures
[D18-1458]: Gongbo Tang | Mathias Müller | Annette Rios | Rico Sennrich

pdf pdf bib Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks
[D18-1459]: Biao Zhang | Deyi Xiong | Jinsong Su | Qian Lin | Huiji Zhang

pdf pdf bib Speeding Up Neural Machine Translation Decoding by Cube Pruning
[D18-1460]: Wen Zhang | Liang Huang | Yang Feng | Lei Shen | Qun Liu

pdf pdf bib Revisiting Character-Based Neural Machine Translation with Capacity and Compression
[D18-1461]: Colin Cherry | George Foster | Ankur Bapna | Orhan Firat | Wolfgang Macherey

pdf pdf bib A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation
[D18-1462]: Jingjing Xu | Xuancheng Ren | Yi Zhang | Qi Zeng | Xiaoyan Cai | Xu Sun

pdf pdf bib NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation
[D18-1463]: Xiaoyu Shen | Hui Su | Wenjie Li | Dietrich Klakow

pdf pdf bib A Neural Local Coherence Model for Text Quality Assessment
[D18-1464]: Mohsen Mesgar | Michael Strube

pdf pdf bib Deep Attentive Sentence Ordering Network
[D18-1465]: Baiyun Cui | Yingming Li | Ming Chen | Zhongfei Zhang

pdf pdf bib Getting to “Hearer-old”: Charting Referring Expressions Across Time
[D18-1466]: Ieva Staliūnaitė | Hannah Rohde | Bonnie Webber | Annie Louis

pdf pdf bib Making “fetch” happen: The influence of social and linguistic context on nonstandard word growth and decline
[D18-1467]: Ian Stewart | Jacob Eisenstein

pdf pdf bib Analyzing Correlated Evolution of Multiple Features Using Latent Representations
[D18-1468]: Yugo Murawaki

pdf pdf bib Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting
[D18-1469]: Dirk Hovy | Christoph Purschke

pdf pdf bib Characterizing Interactions and Relationships between People
[D18-1470]: Farzana Rashid | Eduardo Blanco

pdf pdf bib Why Swear? Analyzing and Inferring the Intentions of Vulgar Expressions
[D18-1471]: Eric Holgate | Isabel Cachola | Daniel Preoţiuc-Pietro | Junyi Jessy Li

pdf pdf bib Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks
[D18-1472]: Steffen Eger | Paul Youssef | Iryna Gurevych

pdf pdf bib Hard Non-Monotonic Attention for Character-Level Transduction
[D18-1473]: Shijie Wu | Pamela Shapiro | Ryan Cotterell

pdf pdf bib Speed Reading: Learning to Read ForBackward via Shuttle
[D18-1474]: Tsu-Jui Fu | Wei-Yun Ma

pdf pdf bib Modeling Localness for Self-Attention Networks
[D18-1475]: Baosong Yang | Zhaopeng Tu | Derek F. Wong | Fandong Meng | Lidia S. Chao | Tong Zhang

pdf pdf bib Chargrid: Towards Understanding 2D Documents
[D18-1476]: Anoop R Katti | Christian Reisswig | Cordula Guder | Sebastian Brarda | Steffen Bickel | Johannes Höhne | Jean Baptiste Faddoul

pdf pdf bib Simple Recurrent Units for Highly Parallelizable Recurrence
[D18-1477]: Tao Lei | Yu Zhang | Sida I. Wang | Hui Dai | Yoav Artzi

pdf pdf bib NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval
[D18-1478]: Canjia Li | Yingfei Sun | Ben He | Le Wang | Kai Hui | Andrew Yates | Le Sun | Jungang Xu

pdf pdf bib Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences
[D18-1479]: Yi Tay | Anh Tuan Luu | Siu Cheung Hui

pdf pdf bib Spherical Latent Spaces for Stable Variational Autoencoders
[D18-1480]: Jiacheng Xu | Greg Durrett

pdf pdf bib Learning Universal Sentence Representations with Mean-Max Attention Autoencoder
[D18-1481]: Minghua Zhang | Yunfang Wu | Weikang Li | Wei Li

pdf pdf bib Word Mover’s Embedding: From Word2Vec to Document Embedding
[D18-1482]: Lingfei Wu | Ian En-Hsu Yen | Kun Xu | Fangli Xu | Avinash Balakrishnan | Pin-Yu Chen | Pradeep Ravikumar | Michael J. Witbrock

pdf pdf bib Multilingual Clustering of Streaming News
[D18-1483]: Sebastião Miranda | Artūrs Znotiņš | Shay B. Cohen | Guntis Barzdins

pdf pdf bib Multi-Task Label Embedding for Text Classification
[D18-1484]: Honglun Zhang | Liqiang Xiao | Wenqing Chen | Yongkun Wang | Yaohui Jin

pdf pdf bib Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification
[D18-1485]: Junyang Lin | Qi Su | Pengcheng Yang | Shuming Ma | Xu Sun

pdf pdf bib MCapsNet: Capsule Network for Text with Multi-Task Learning
[D18-1486]: Liqiang Xiao | Honglun Zhang | Wenqing Chen | Yongkun Wang | Yaohui Jin

pdf pdf bib Uncertainty-aware generative models for inferring document class prevalence
[D18-1487]: Katherine Keith | Brendan O’Connor

pdf pdf bib Challenges of Using Text Classifiers for Causal Inference
[D18-1488]: Zach Wood-Doughty | Ilya Shpitser | Mark Dredze

pdf pdf bib Direct Output Connection for a High-Rank Language Model
[D18-1489]: Sho Takase | Jun Suzuki | Masaaki Nagata

pdf pdf bib Disfluency Detection using Auto-Correlational Neural Networks
[D18-1490]: Paria Jamshid Lou | Peter Anderson | Mark Johnson

pdf pdf bib Pyramidal Recurrent Unit for Language Modeling
[D18-1491]: Sachin Mehta | Rik Koncel-Kedziorski | Mohammad Rastegari | Hannaneh Hajishirzi

pdf pdf bib On Tree-Based Neural Sentence Modeling
[D18-1492]: Haoyue Shi | Hao Zhou | Jiaze Chen | Lei Li

pdf pdf bib Language Modeling with Sparse Product of Sememe Experts
[D18-1493]: Yihong Gu | Jun Yan | Hao Zhu | Zhiyuan Liu | Ruobing Xie | Maosong Sun | Fen Lin | Leyu Lin

pdf pdf bib Siamese Network-Based Supervised Topic Modeling
[D18-1494]: Minghui Huang | Yanghui Rao | Yuwei Liu | Haoran Xie | Fu Lee Wang

pdf pdf bib GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model
[D18-1495]: Qile Zhu | Zheng Feng | Xiaolin Li

pdf pdf bib Modeling Online Discourse with Coupled Distributed Topics
[D18-1496]: Akshay Srivatsan | Zachary Wojtowicz | Taylor Berg-Kirkpatrick

pdf pdf bib Learning Disentangled Representations of Texts with Application to Biomedical Abstracts
[D18-1497]: Sarthak Jain | Edward Banner | Jan-Willem van de Meent | Iain J. Marshall | Byron C. Wallace

pdf pdf bib Multi-Source Domain Adaptation with Mixture of Experts
[D18-1498]: Jiang Guo | Darsh Shah | Regina Barzilay

pdf pdf bib A Neural Model of Adaptation in Reading
[D18-1499]: Marten van Schijndel | Tal Linzen

pdf pdf bib Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study
[D18-1500]: John Lalor | Hao Wu | Tsendsuren Munkhdalai | Hong Yu

pdf pdf bib Lexicosyntactic Inference in Neural Models
[D18-1501]: Aaron Steven White | Rachel Rudinger | Kyle Rawlins | Benjamin Van Durme

pdf pdf bib Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models
[D18-1502]: Sedtawut Watcharawittayakul | Mingbin Xu | Hui Jiang

pdf pdf bib The Importance of Being Recurrent for Modeling Hierarchical Structure
[D18-1503]: Ke Tran | Arianna Bisazza | Christof Monz

pdf pdf bib Joint Learning for Targeted Sentiment Analysis
[D18-1504]: Dehong Ma | Sujian Li | Houfeng Wang

pdf pdf bib Revisiting the Importance of Encoding Logic Rules in Sentiment Classification
[D18-1505]: Kalpesh Krishna | Preethi Jyothi | Mohit Iyyer

pdf pdf bib A Co-Attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness
[D18-1506]: Xiangju Li | Kaisong Song | Shi Feng | Daling Wang | Yifei Zhang

pdf pdf bib Modeling Empathy and Distress in Reaction to News Stories
[D18-1507]: Sven Buechel | Anneke Buffone | Barry Slaff | Lyle Ungar | João Sedoc

pdf pdf bib Interpretable Emoji Prediction via Label-Wise Attention LSTMs
[D18-1508]: Francesco Barbieri | Luis Espinosa-Anke | Jose Camacho-Collados | Steven Schockaert | Horacio Saggion

pdf pdf bib A Tree-based Decoder for Neural Machine Translation
[D18-1509]: Xinyi Wang | Hieu Pham | Pengcheng Yin | Graham Neubig

pdf pdf bib Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation
[D18-1510]: Chenze Shao | Xilin Chen | Yang Feng

pdf pdf bib Exploring Recombination for Efficient Decoding of Neural Machine Translation
[D18-1511]: Zhisong Zhang | Rui Wang | Masao Utiyama | Eiichiro Sumita | Hai Zhao

pdf pdf bib Has Machine Translation Achieved Human Parity? A Case for Document-level Evaluation
[D18-1512]: Samuel Läubli | Rico Sennrich | Martin Volk

pdf pdf bib Automatic Reference-Based Evaluation of Pronoun Translation Misses the Point
[D18-1513]: Liane Guillou | Christian Hardmeier

pdf pdf bib FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation
[D18-1514]: Xu Han | Hao Zhu | Pengfei Yu | Ziyun Wang | Yuan Yao | Zhiyuan Liu | Maosong Sun

pdf pdf bib A strong baseline for question relevancy ranking
[D18-1515]: Ana Gonzalez | Isabelle Augenstein | Anders Søgaard

pdf pdf bib Learning Sequence Encoders for Temporal Knowledge Graph Completion
[D18-1516]: Alberto García-Durán | Sebastijan Dumančić | Mathias Niepert

pdf pdf bib Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching
[D18-1517]: Weiyi Lu | Thien Huu Nguyen

pdf pdf bib Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference Resolution
[D18-1518]: Hongyin Luo | Jim Glass

pdf pdf bib Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings
[D18-1519]: Hong-You Chen | Cheng-Syuan Lee | Keng-Te Liao | Shou-De Lin

pdf pdf bib Refining Pretrained Word Embeddings Using Layer-wise Relevance Propagation
[D18-1520]: Akira Utsumi

pdf pdf bib Learning Gender-Neutral Word Embeddings
[D18-1521]: Jieyu Zhao | Yichao Zhou | Zeyu Li | Wei Wang | Kai-Wei Chang

pdf pdf bib Learning Concept Abstractness Using Weak Supervision
[D18-1522]: Ella Rabinovich | Benjamin Sznajder | Artem Spector | Ilya Shnayderman | Ranit Aharonov | David Konopnicki | Noam Slonim

pdf pdf bib Word Sense Induction with Neural biLM and Symmetric Patterns
[D18-1523]: Asaf Amrami | Yoav Goldberg

pdf pdf bib InferLite: Simple Universal Sentence Representations from Natural Language Inference Data
[D18-1524]: Jamie Kiros | William Chan

pdf pdf bib Similarity-Based Reconstruction Loss for Meaning Representation
[D18-1525]: Olga Kovaleva | Anna Rumshisky | Alexey Romanov

pdf pdf bib What can we learn from Semantic Tagging?
[D18-1526]: Mostafa Abdou | Artur Kulmizev | Vinit Ravishankar | Lasha Abzianidze | Johan Bos

pdf pdf bib Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop
[D18-1527]: Rujun Han | Michael Gill | Arthur Spirling | Kyunghyun Cho

pdf pdf bib Classifying Referential and Non-referential It Using Gaze
[D18-1528]: Victoria Yaneva | Le An Ha | Richard Evans | Ruslan Mitkov

pdf pdf bib State-of-the-art Chinese Word Segmentation with Bi-LSTMs
[D18-1529]: Ji Ma | Kuzman Ganchev | David Weiss

pdf pdf bib Sanskrit Sandhi Splitting using seq2(seq)2
[D18-1530]: Rahul Aralikatte | Neelamadhav Gantayat | Naveen Panwar | Anush Sankaran | Senthil Mani

pdf pdf bib Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling
[D18-1531]: Zhiqing Sun | Zhi-Hong Deng

pdf pdf bib LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs
[D18-1532]: Daniel Kondratyuk | Tomáš Gavenčiak | Milan Straka | Jan Hajič

pdf pdf bib Recovering Missing Characters in Old Hawaiian Writing
[D18-1533]: Brendan Shillingford | Oiwi Parker Jones

pdf pdf bib When data permutations are pathological: the case of neural natural language inference
[D18-1534]: Natalie Schluter | Daniel Varab

pdf pdf bib Bridging Knowledge Gaps in Neural Entailment via Symbolic Models
[D18-1535]: Dongyeop Kang | Tushar Khot | Ashish Sabharwal | Peter Clark

pdf pdf bib The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification
[D18-1536]: Jing Chen | Qingcai Chen | Xin Liu | Haijun Yang | Daohe Lu | Buzhou Tang

pdf pdf bib Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference
[D18-1537]: Reza Ghaeini | Xiaoli Fern | Prasad Tadepalli

pdf pdf bib Towards Semi-Supervised Learning for Deep Semantic Role Labeling
[D18-1538]: Sanket Vaibhav Mehta | Jay Yoon Lee | Jaime Carbonell

pdf pdf bib Identifying Domain Adjacent Instances for Semantic Parsers
[D18-1539]: James Ferguson | Janara Christensen | Edward Li | Edgar Gonzàlez

pdf pdf bib Mapping natural language commands to web elements
[D18-1540]: Panupong Pasupat | Tian-Shun Jiang | Evan Liu | Kelvin Guu | Percy Liang

pdf pdf bib Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection
[D18-1541]: Sudhanshu Kasewa | Pontus Stenetorp | Sebastian Riedel

pdf pdf bib Modeling Input Uncertainty in Neural Network Dependency Parsing
[D18-1542]: Rob van der Goot | Gertjan van Noord

pdf pdf bib Parameter sharing between dependency parsers for related languages
[D18-1543]: Miryam de Lhoneux | Johannes Bjerva | Isabelle Augenstein | Anders Søgaard

pdf pdf bib Grammar Induction with Neural Language Models: An Unusual Replication
[D18-1544]: Phu Mon Htut | Kyunghyun Cho | Samuel Bowman

pdf pdf bib Data Augmentation via Dependency Tree Morphing for Low-Resource Languages
[D18-1545]: Gözde Gül Şahin | Mark Steedman

pdf pdf bib How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks
[D18-1546]: Divyansh Kaushik | Zachary C. Lipton

pdf pdf bib MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling
[D18-1547]: Paweł Budzianowski | Tsung-Hsien Wen | Bo-Hsiang Tseng | Iñigo Casanueva | Stefan Ultes | Osman Ramadan | Milica Gašić

pdf pdf bib Linguistically-Informed Self-Attention for Semantic Role Labeling
[D18-1548]: Emma Strubell | Patrick Verga | Daniel Andor | David Weiss | Andrew McCallum

pdf pdf bib Phrase-Based & Neural Unsupervised Machine Translation
[D18-1549]: Guillaume Lample | Myle Ott | Alexis Conneau | Ludovic Denoyer | Marc’Aurelio Ranzato


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pdf (full)bib Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

pdf pdf bib Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations
[D18-2000]: Eduardo Blanco | Wei Lu

pdf pdf bib SyntaViz: Visualizing Voice Queries through a Syntax-Driven Hierarchical Ontology
[D18-2001]: Md Iftekhar Tanveer | Ferhan Ture

pdf pdf bib TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation
[D18-2002]: Pengcheng Yin | Graham Neubig

pdf pdf bib Data2Text Studio: Automated Text Generation from Structured Data
[D18-2003]: Longxu Dou | Guanghui Qin | Jinpeng Wang | Jin-Ge Yao | Chin-Yew Lin

pdf pdf bib Term Set Expansion based NLP Architect by Intel AI Lab
[D18-2004]: Jonathan Mamou | Oren Pereg | Moshe Wasserblat | Alon Eirew | Yael Green | Shira Guskin | Peter Izsak | Daniel Korat

pdf (v2) pdf (v1) bib MorAz: an Open-source Morphological Analyzer for Azerbaijani Turkish
[D18-2005]: Berke Özenç | Razieh Ehsani | Ercan Solak

pdf pdf bib An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM
[D18-2006]: Ekaterina Loginova | Günter Neumann

pdf pdf bib Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension
[D18-2007]: Shusen Liu | Tao Li | Zhimin Li | Vivek Srikumar | Valerio Pascucci | Peer-Timo Bremer

pdf pdf bib DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction
[D18-2008]: Heike Adel | Laura Ana Maria Bostan | Sean Papay | Sebastian Padó | Roman Klinger

pdf pdf bib Demonstrating Par4Sem - A Semantic Writing Aid with Adaptive Paraphrasing
[D18-2009]: Seid Muhie Yimam | Chris Biemann

pdf pdf bib Juman++: A Morphological Analysis Toolkit for Scriptio Continua
[D18-2010]: Arseny Tolmachev | Daisuke Kawahara | Sadao Kurohashi

pdf pdf bib Visualization of the Topic Space of Argument Search Results in args.me
[D18-2011]: Yamen Ajjour | Henning Wachsmuth | Dora Kiesel | Patrick Riehmann | Fan Fan | Giuliano Castiglia | Rosemary Adejoh | Bernd Fröhlich | Benno Stein

pdf pdf bib SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing
[D18-2012]: Taku Kudo | John Richardson

pdf pdf bib CogCompTime: A Tool for Understanding Time in Natural Language
[D18-2013]: Qiang Ning | Ben Zhou | Zhili Feng | Haoruo Peng | Dan Roth

pdf pdf bib A Multilingual Information Extraction Pipeline for Investigative Journalism
[D18-2014]: Gregor Wiedemann | Seid Muhie Yimam | Chris Biemann

pdf pdf bib Sisyphus, a Workflow Manager Designed for Machine Translation and Automatic Speech Recognition
[D18-2015]: Jan-Thorsten Peter | Eugen Beck | Hermann Ney

pdf pdf bib KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos
[D18-2016]: Egor Lakomkin | Sven Magg | Cornelius Weber | Stefan Wermter

pdf pdf bib Visualizing Group Dynamics based on Multiparty Meeting Understanding
[D18-2017]: Ni Zhang | Tongtao Zhang | Indrani Bhattacharya | Heng Ji | Rich Radke

pdf pdf bib An Interface for Annotating Science Questions
[D18-2018]: Michael Boratko | Harshit Padigela | Divyendra Mikkilineni | Pritish Yuvraj | Rajarshi Das | Andrew McCallum | Maria Chang | Achille Fokoue | Pavan Kapanipathi | Nicholas Mattei | Ryan Musa | Kartik Talamadupula | Michael Witbrock

pdf pdf bib APLenty: annotation tool for creating high-quality datasets using active and proactive learning
[D18-2019]: Minh-Quoc Nghiem | Sophia Ananiadou

pdf pdf bib Interactive Instance-based Evaluation of Knowledge Base Question Answering
[D18-2020]: Daniil Sorokin | Iryna Gurevych

pdf pdf bib Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package
[D18-2021]: Ajay Patel | Alexander Sands | Chris Callison-Burch | Marianna Apidianaki

pdf pdf bib Integrating Knowledge-Supported Search into the INCEpTION Annotation Platform
[D18-2022]: Beto Boullosa | Richard Eckart de Castilho | Naveen Kumar | Jan-Christoph Klie | Iryna Gurevych

pdf pdf bib CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++
[D18-2023]: Xiaolin Wang | Masao Utiyama | Eiichiro Sumita

pdf pdf bib OpenKE: An Open Toolkit for Knowledge Embedding
[D18-2024]: Xu Han | Shulin Cao | Xin Lv | Yankai Lin | Zhiyuan Liu | Maosong Sun | Juanzi Li

pdf pdf bib LIA: A Natural Language Programmable Personal Assistant
[D18-2025]: Igor Labutov | Shashank Srivastava | Tom Mitchell

pdf pdf bib PizzaPal: Conversational Pizza Ordering using a High-Density Conversational AI Platform
[D18-2026]: Antoine Raux | Yi Ma | Paul Yang | Felicia Wong

pdf pdf bib Developing Production-Level Conversational Interfaces with Shallow Semantic Parsing
[D18-2027]: Arushi Raghuvanshi | Lucien Carroll | Karthik Raghunathan

pdf pdf bib When science journalism meets artificial intelligence : An interactive demonstration
[D18-2028]: Raghuram Vadapalli | Bakhtiyar Syed | Nishant Prabhu | Balaji Vasan Srinivasan | Vasudeva Varma

pdf pdf bib Universal Sentence Encoder for English
[D18-2029]: Daniel Cer | Yinfei Yang | Sheng-yi Kong | Nan Hua | Nicole Limtiaco | Rhomni St. John | Noah Constant | Mario Guajardo-Cespedes | Steve Yuan | Chris Tar | Brian Strope | Ray Kurzweil


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pdf (full)bib Proceedings of the 2nd Workshop on Abusive Language Online (ALW2)

pdf pdf bib Proceedings of the 2nd Workshop on Abusive Language Online (ALW2)
[W18-5100]: Darja Fišer | Ruihong Huang | Vinodkumar Prabhakaran | Rob Voigt | Zeerak Waseem | Jacqueline Wernimont

pdf pdf bib Neural Character-based Composition Models for Abuse Detection
[W18-5101]: Pushkar Mishra | Helen Yannakoudakis | Ekaterina Shutova

pdf pdf bib Hate Speech Dataset from a White Supremacy Forum
[W18-5102]: Ona de Gibert | Naiara Perez | Aitor García-Pablos | Montse Cuadros

pdf pdf bib A Review of Standard Text Classification Practices for Multi-label Toxicity Identification of Online Content
[W18-5103]: Isuru Gunasekara | Isar Nejadgholi

pdf pdf bib Predictive Embeddings for Hate Speech Detection on Twitter
[W18-5104]: Rohan Kshirsagar | Tyrus Cukuvac | Kathy McKeown | Susan McGregor

pdf pdf bib Challenges for Toxic Comment Classification: An In-Depth Error Analysis
[W18-5105]: Betty van Aken | Julian Risch | Ralf Krestel | Alexander Löser

pdf pdf bib Aggression Detection on Social Media Text Using Deep Neural Networks
[W18-5106]: Vinay Singh | Aman Varshney | Syed Sarfaraz Akhtar | Deepanshu Vijay | Manish Shrivastava

pdf pdf bib Creating a WhatsApp Dataset to Study Pre-teen Cyberbullying
[W18-5107]: Rachele Sprugnoli | Stefano Menini | Sara Tonelli | Filippo Oncini | Enrico Piras

pdf pdf bib Improving Moderation of Online Discussions via Interpretable Neural Models
[W18-5108]: Andrej Švec | Matúš Pikuliak | Marián Šimko | Mária Bieliková

pdf pdf bib Aggressive language in an online hacking forum
[W18-5109]: Andrew Caines | Sergio Pastrana | Alice Hutchings | Paula Buttery

pdf pdf bib The Effects of User Features on Twitter Hate Speech Detection
[W18-5110]: Elise Fehn Unsvåg | Björn Gambäck

pdf pdf bib Interpreting Neural Network Hate Speech Classifiers
[W18-5111]: Cindy Wang

pdf pdf bib Determining Code Words in Euphemistic Hate Speech Using Word Embedding Networks
[W18-5112]: Rijul Magu | Jiebo Luo

pdf pdf bib Comparative Studies of Detecting Abusive Language on Twitter
[W18-5113]: Younghun Lee | Seunghyun Yoon | Kyomin Jung

pdf pdf bib Boosting Text Classification Performance on Sexist Tweets by Text Augmentation and Text Generation Using a Combination of Knowledge Graphs
[W18-5114]: Sima Sharifirad | Borna Jafarpour | Stan Matwin

pdf pdf bib Learning Representations for Detecting Abusive Language
[W18-5115]: Magnus Sahlgren | Tim Isbister | Fredrik Olsson

pdf pdf bib Datasets of Slovene and Croatian Moderated News Comments
[W18-5116]: Nikola Ljubešić | Tomaž Erjavec | Darja Fišer

pdf pdf bib Cross-Domain Detection of Abusive Language Online
[W18-5117]: Mladen Karan | Jan Šnajder

pdf pdf bib Did you offend me? Classification of Offensive Tweets in Hinglish Language
[W18-5118]: Puneet Mathur | Ramit Sawhney | Meghna Ayyar | Rajiv Shah

pdf pdf bib Decipherment for Adversarial Offensive Language Detection
[W18-5119]: Zhelun Wu | Nishant Kambhatla | Anoop Sarkar

pdf (v2) pdf (v1) bib The Linguistic Ideologies of Deep Abusive Language Classification
[W18-5120]: Michael Castelle


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pdf (full)bib Proceedings of the 5th Workshop on Argument Mining

pdf pdf bib Proceedings of the 5th Workshop on Argument Mining
[W18-5200]: Noam Slonim | Ranit Aharonov

pdf pdf bib Argumentative Link Prediction using Residual Networks and Multi-Objective Learning
[W18-5201]: Andrea Galassi | Marco Lippi | Paolo Torroni

pdf pdf bib End-to-End Argument Mining for Discussion Threads Based on Parallel Constrained Pointer Architecture
[W18-5202]: Gaku Morio | Katsuhide Fujita

pdf pdf bib ArguminSci: A Tool for Analyzing Argumentation and Rhetorical Aspects in Scientific Writing
[W18-5203]: Anne Lauscher | Goran Glavaš | Kai Eckert

pdf pdf bib Evidence Type Classification in Randomized Controlled Trials
[W18-5204]: Tobias Mayer | Elena Cabrio | Serena Villata

pdf pdf bib Predicting the Usefulness of Amazon Reviews Using Off-The-Shelf Argumentation Mining
[W18-5205]: Marco Passon | Marco Lippi | Giuseppe Serra | Carlo Tasso

pdf pdf bib An Argument-Annotated Corpus of Scientific Publications
[W18-5206]: Anne Lauscher | Goran Glavaš | Simone Paolo Ponzetto

pdf pdf bib Annotating Claims in the Vaccination Debate
[W18-5207]: Benedetta Torsi | Roser Morante

pdf pdf bib Argument Component Classification for Classroom Discussions
[W18-5208]: Luca Lugini | Diane Litman

pdf pdf bib Evidence Types, Credibility Factors, and Patterns or Soft Rules for Weighing Conflicting Evidence: Argument Mining in the Context of Legal Rules Governing Evidence Assessment
[W18-5209]: Vern R. Walker | Dina Foerster | Julia Monica Ponce | Matthew Rosen

pdf pdf bib Feasible Annotation Scheme for Capturing Policy Argument Reasoning using Argument Templates
[W18-5210]: Paul Reisert | Naoya Inoue | Tatsuki Kuribayashi | Kentaro Inui

pdf pdf bib Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning
[W18-5211]: Teresa Botschen | Daniil Sorokin | Iryna Gurevych

pdf pdf bib Incorporating Topic Aspects for Online Comment Convincingness Evaluation
[W18-5212]: Yunfan Gu | Zhongyu Wei | Maoran Xu | Hao Fu | Yang Liu | Xuanjing Huang

pdf pdf bib Proposed Method for Annotation of Scientific Arguments in Terms of Semantic Relations and Argument Schemes
[W18-5213]: Nancy Green

pdf pdf bib Using context to identify the language of face-saving
[W18-5214]: Nona Naderi | Graeme Hirst

pdf pdf bib Dave the debater: a retrieval-based and generative argumentative dialogue agent
[W18-5215]: Dieu Thu Le | Cam-Tu Nguyen | Kim Anh Nguyen

pdf pdf bib PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection
[W18-5216]: Steffen Eger | Andreas Rücklé | Iryna Gurevych

pdf pdf bib Cross-Lingual Argumentative Relation Identification: from English to Portuguese
[W18-5217]: Gil Rocha | Christian Stab | Henrique Lopes Cardoso | Iryna Gurevych

pdf pdf bib More or less controlled elicitation of argumentative text: Enlarging a microtext corpus via crowdsourcing
[W18-5218]: Maria Skeppstedt | Andreas Peldszus | Manfred Stede


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pdf (full)bib Proceedings of the 6th BioASQ Workshop A challenge on large-scale biomedical semantic indexing and question answering

pdf pdf bib Proceedings of the 6th BioASQ Workshop A challenge on large-scale biomedical semantic indexing and question answering
[W18-5300]: Ioannis A. Kakadiaris | George Paliouras | Anastasia Krithara

pdf pdf bib Results of the sixth edition of the BioASQ Challenge
[W18-5301]: Anastasios Nentidis | Anastasia Krithara | Konstantinos Bougiatiotis | Georgios Paliouras | Ioannis Kakadiaris

pdf pdf bib Semantic role labeling tools for biomedical question answering: a study of selected tools on the BioASQ datasets
[W18-5302]: Fabian Eckert | Mariana Neves

pdf pdf bib Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based summarisation
[W18-5303]: Diego Mollá

pdf pdf bib AUEB at BioASQ 6: Document and Snippet Retrieval
[W18-5304]: George Brokos | Polyvios Liosis | Ryan McDonald | Dimitris Pappas | Ion Androutsopoulos

pdf pdf bib MindLab Neural Network Approach at BioASQ 6B
[W18-5305]: Andrés Rosso-Mateus | Fabio A. González | Manuel Montes-y-Gómez

pdf pdf bib AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer
[W18-5306]: Qiao Jin | Bhuwan Dhingra | William Cohen | Xinghua Lu

pdf pdf bib Extraction Meets Abstraction: Ideal Answer Generation for Biomedical Questions
[W18-5307]: Yutong Li | Nicholas Gekakis | Qiuze Wu | Boyue Li | Khyathi Chandu | Eric Nyberg

pdf pdf bib UNCC QA: Biomedical Question Answering system
[W18-5308]: Abhishek Bhandwaldar | Wlodek Zadrozny

pdf pdf bib An Adaption of BIOASQ Question Answering dataset for Machine Reading systems by Manual Annotations of Answer Spans.
[W18-5309]: Sanjay Kamath | Brigitte Grau | Yue Ma

pdf pdf bib Ontology-Based Retrieval & Neural Approaches for BioASQ Ideal Answer Generation
[W18-5310]: Ashwin Naresh Kumar | Harini Kesavamoorthy | Madhura Das | Pramati Kalwad | Khyathi Chandu | Teruko Mitamura | Eric Nyberg


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pdf (full)bib Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP

pdf pdf bib Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP
[W18-5400]: Tal Linzen | Grzegorz Chrupała | Afra Alishahi

pdf pdf bib When does deep multi-task learning work for loosely related document classification tasks?
[W18-5401]: Emma Kerinec | Chloé Braud | Anders Søgaard

pdf pdf bib Analyzing Learned Representations of a Deep ASR Performance Prediction Model
[W18-5402]: Zied Elloumi | Laurent Besacier | Olivier Galibert | Benjamin Lecouteux

pdf pdf bib Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures
[W18-5403]: Danilo Croce | Daniele Rossini | Roberto Basili

pdf pdf bib Nightmare at test time: How punctuation prevents parsers from generalizing
[W18-5404]: Anders Søgaard | Miryam de Lhoneux | Isabelle Augenstein

pdf pdf bib Evaluating Textual Representations through Image Generation
[W18-5405]: Graham Spinks | Marie-Francine Moens

pdf pdf bib On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis
[W18-5406]: Jose Camacho-Collados | Mohammad Taher Pilehvar

pdf pdf bib Jump to better conclusions: SCAN both left and right
[W18-5407]: Joost Bastings | Marco Baroni | Jason Weston | Kyunghyun Cho | Douwe Kiela

pdf pdf bib Understanding Convolutional Neural Networks for Text Classification
[W18-5408]: Alon Jacovi | Oren Sar Shalom | Yoav Goldberg

pdf pdf bib Linguistic representations in multi-task neural networks for ellipsis resolution
[W18-5409]: Ola Rønning | Daniel Hardt | Anders Søgaard

pdf pdf bib Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models
[W18-5410]: Shun Kiyono | Sho Takase | Jun Suzuki | Naoaki Okazaki | Kentaro Inui | Masaaki Nagata

pdf pdf bib Rule induction for global explanation of trained models
[W18-5411]: Madhumita Sushil | Simon Šuster | Walter Daelemans

pdf pdf bib Can LSTM Learn to Capture Agreement? The Case of Basque
[W18-5412]: Shauli Ravfogel | Yoav Goldberg | Francis Tyers

pdf pdf bib Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks
[W18-5413]: João Loula | Marco Baroni | Brenden Lake

pdf pdf bib Evaluating the Ability of LSTMs to Learn Context-Free Grammars
[W18-5414]: Luzi Sennhauser | Robert Berwick

pdf pdf bib Interpretable Neural Architectures for Attributing an Ad’s Performance to its Writing Style
[W18-5415]: Reid Pryzant | Sugato Basu | Kazoo Sone

pdf pdf bib Interpreting Neural Networks with Nearest Neighbors
[W18-5416]: Eric Wallace | Shi Feng | Jordan Boyd-Graber

pdf pdf bib ‘Indicatements’ that character language models learn English morpho-syntactic units and regularities
[W18-5417]: Yova Kementchedjhieva | Adam Lopez

pdf pdf bib LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation
[W18-5418]: Pankaj Gupta | Hinrich Schütze

pdf pdf bib Analysing the potential of seq-to-seq models for incremental interpretation in task-oriented dialogue
[W18-5419]: Dieuwke Hupkes | Sanne Bouwmeester | Raquel Fernández

pdf pdf bib An Operation Sequence Model for Explainable Neural Machine Translation
[W18-5420]: Felix Stahlberg | Danielle Saunders | Bill Byrne

pdf pdf bib Introspection for convolutional automatic speech recognition
[W18-5421]: Andreas Krug | Sebastian Stober

pdf pdf bib Learning and Evaluating Sparse Interpretable Sentence Embeddings
[W18-5422]: Valentin Trifonov | Octavian-Eugen Ganea | Anna Potapenko | Thomas Hofmann

pdf pdf bib What do RNN Language Models Learn about Filler–Gap Dependencies?
[W18-5423]: Ethan Wilcox | Roger Levy | Takashi Morita | Richard Futrell

pdf pdf bib Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items
[W18-5424]: Jaap Jumelet | Dieuwke Hupkes

pdf pdf bib Closing Brackets with Recurrent Neural Networks
[W18-5425]: Natalia Skachkova | Thomas Trost | Dietrich Klakow

pdf pdf bib Under the Hood: Using Diagnostic Classifiers to Investigate and Improve how Language Models Track Agreement Information
[W18-5426]: Mario Giulianelli | Jack Harding | Florian Mohnert | Dieuwke Hupkes | Willem Zuidema

pdf pdf bib Iterative Recursive Attention Model for Interpretable Sequence Classification
[W18-5427]: Martin Tutek | Jan Šnajder

pdf pdf bib Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models
[W18-5428]: Avery Hiebert | Cole Peterson | Alona Fyshe | Nishant Mehta

pdf pdf bib Importance of Self-Attention for Sentiment Analysis
[W18-5429]: Gaël Letarte | Frédérik Paradis | Philippe Giguère | François Laviolette

pdf pdf bib Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell
[W18-5430]: Pia Sommerauer | Antske Fokkens

pdf pdf bib An Analysis of Encoder Representations in Transformer-Based Machine Translation
[W18-5431]: Alessandro Raganato | Jörg Tiedemann

pdf pdf bib Evaluating Grammaticality in Seq2seq Models with a Broad Coverage HPSG Grammar: A Case Study on Machine Translation
[W18-5432]: Johnny Wei | Khiem Pham | Brendan O’Connor | Brian Dillon

pdf pdf bib Context-Free Transductions with Neural Stacks
[W18-5433]: Yiding Hao | William Merrill | Dana Angluin | Robert Frank | Noah Amsel | Andrew Benz | Simon Mendelsohn

pdf pdf bib Learning Explanations from Language Data
[W18-5434]: David Harbecke | Robert Schwarzenberg | Christoph Alt

pdf pdf bib How much should you ask? On the question structure in QA systems.
[W18-5435]: Barbara Rychalska | Dominika Basaj | Anna Wróblewska | Przemyslaw Biecek

pdf pdf bib Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System
[W18-5436]: Barbara Rychalska | Dominika Basaj | Anna Wróblewska | Przemyslaw Biecek

pdf pdf bib Interpretable Textual Neuron Representations for NLP
[W18-5437]: Nina Poerner | Benjamin Roth | Hinrich Schütze

pdf pdf bib Language Models Learn POS First
[W18-5438]: Naomi Saphra | Adam Lopez

pdf pdf bib Predicting and interpreting embeddings for out of vocabulary words in downstream tasks
[W18-5439]: Nicolas Garneau | Jean-Samuel Leboeuf | Luc Lamontagne

pdf pdf bib Probing sentence embeddings for structure-dependent tense
[W18-5440]: Geoff Bacon | Terry Regier

pdf pdf bib Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation
[W18-5441]: Adam Poliak | Aparajita Haldar | Rachel Rudinger | J. Edward Hu | Ellie Pavlick | Aaron Steven White | Benjamin Van Durme

pdf pdf bib Interpretable Word Embedding Contextualization
[W18-5442]: Kyoung-Rok Jang | Sung-Hyon Myaeng | Sang-Bum Kim

pdf pdf bib State Gradients for RNN Memory Analysis
[W18-5443]: Lyan Verwimp | Hugo Van hamme | Vincent Renkens | Patrick Wambacq

pdf pdf bib Extracting Syntactic Trees from Transformer Encoder Self-Attentions
[W18-5444]: David Mareček | Rudolf Rosa

pdf pdf bib Portable, layer-wise task performance monitoring for NLP models
[W18-5445]: Tom Lippincott

pdf pdf bib GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
[W18-5446]: Alex Wang | Amanpreet Singh | Julian Michael | Felix Hill | Omer Levy | Samuel Bowman

pdf pdf bib Explicitly modeling case improves neural dependency parsing
[W18-5447]: Clara Vania | Adam Lopez

pdf pdf bib Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis
[W18-5448]: Kelly Zhang | Samuel Bowman

pdf pdf bib Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model
[W18-5449]: Steven Derby | Paul Miller | Brian Murphy | Barry Devereux

pdf pdf bib Interpretable Structure Induction via Sparse Attention
[W18-5450]: Ben Peters | Vlad Niculae | André F. T. Martins

pdf pdf bib Debugging Sequence-to-Sequence Models with Seq2Seq-Vis
[W18-5451]: Hendrik Strobelt | Sebastian Gehrmann | Michael Behrisch | Adam Perer | Hanspeter Pfister | Alexander Rush

pdf pdf bib Grammar Induction with Neural Language Models: An Unusual Replication
[W18-5452]: Phu Mon Htut | Kyunghyun Cho | Samuel Bowman

pdf pdf bib Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages?
[W18-5453]: Prajit Dhar | Arianna Bisazza

pdf pdf bib Exploiting Attention to Reveal Shortcomings in Memory Models
[W18-5454]: Kaylee Burns | Aida Nematzadeh | Erin Grant | Alison Gopnik | Tom Griffiths

pdf pdf bib End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space
[W18-5455]: Pranava Swaroop Madhyastha | Josiah Wang | Lucia Specia

pdf pdf bib Limitations in learning an interpreted language with recurrent models
[W18-5456]: Denis Paperno


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pdf (full)bib Proceedings of the First Workshop on Fact Extraction and VERification (FEVER)

pdf pdf bib Proceedings of the First Workshop on Fact Extraction and VERification (FEVER)
[W18-5500]: James Thorne | Andreas Vlachos | Oana Cocarascu | Christos Christodoulopoulos | Arpit Mittal

pdf (v3) pdf (v1) bib The Fact Extraction and VERification (FEVER) Shared Task
[W18-5501]: James Thorne | Andreas Vlachos | Oana Cocarascu | Christos Christodoulopoulos | Arpit Mittal

pdf pdf bib The Data Challenge in Misinformation Detection: Source Reputation vs. Content Veracity
[W18-5502]: Fatemeh Torabi Asr | Maite Taboada

pdf pdf bib Crowdsourcing Semantic Label Propagation in Relation Classification
[W18-5503]: Anca Dumitrache | Lora Aroyo | Chris Welty

pdf pdf bib Retrieve and Re-rank: A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs
[W18-5504]: Vishal Gupta | Manoj Chinnakotla | Manish Shrivastava

pdf pdf bib Information Nutrition Labels: A Plugin for Online News Evaluation
[W18-5505]: Vincentius Kevin | Birte Högden | Claudia Schwenger | Ali Şahan | Neelu Madan | Piush Aggarwal | Anusha Bangaru | Farid Muradov | Ahmet Aker

pdf pdf bib Joint Modeling for Query Expansion and Information Extraction with Reinforcement Learning
[W18-5506]: Motoki Taniguchi | Yasuhide Miura | Tomoko Ohkuma

pdf pdf bib Towards Automatic Fake News Detection: Cross-Level Stance Detection in News Articles
[W18-5507]: Costanza Conforti | Mohammad Taher Pilehvar | Nigel Collier

pdf pdf bib Belittling the Source: Trustworthiness Indicators to Obfuscate Fake News on the Web
[W18-5508]: Diego Esteves | Aniketh Janardhan Reddy | Piyush Chawla | Jens Lehmann

pdf pdf bib Automated Fact-Checking of Claims in Argumentative Parliamentary Debates
[W18-5509]: Nona Naderi | Graeme Hirst

pdf pdf bib Stance Detection in Fake News A Combined Feature Representation
[W18-5510]: Bilal Ghanem | Paolo Rosso | Francisco Rangel

pdf pdf bib Zero-shot Relation Classification as Textual Entailment
[W18-5511]: Abiola Obamuyide | Andreas Vlachos

pdf pdf bib Teaching Syntax by Adversarial Distraction
[W18-5512]: Juho Kim | Christopher Malon | Asim Kadav

pdf pdf bib Where is Your Evidence: Improving Fact-checking by Justification Modeling
[W18-5513]: Tariq Alhindi | Savvas Petridis | Smaranda Muresan

pdf pdf bib Affordance Extraction and Inference based on Semantic Role Labeling
[W18-5514]: Daniel Loureiro | Alípio Jorge

pdf pdf bib UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF)
[W18-5515]: Takuma Yoneda | Jeff Mitchell | Johannes Welbl | Pontus Stenetorp | Sebastian Riedel

pdf pdf bib UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification
[W18-5516]: Andreas Hanselowski | Hao Zhang | Zile Li | Daniil Sorokin | Benjamin Schiller | Claudia Schulz | Iryna Gurevych

pdf pdf bib Team Papelo: Transformer Networks at FEVER
[W18-5517]: Christopher Malon

pdf pdf bib Uni-DUE Student Team: Tackling fact checking through decomposable attention neural network
[W18-5518]: Jan Kowollik | Ahmet Aker

pdf pdf bib SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification
[W18-5519]: Farhad Nooralahzadeh | Lilja Øvrelid

pdf pdf bib Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification
[W18-5520]: Motoki Taniguchi | Tomoki Taniguchi | Takumi Takahashi | Yasuhide Miura | Tomoko Ohkuma

pdf pdf bib Robust Document Retrieval and Individual Evidence Modeling for Fact Extraction and Verification.
[W18-5521]: Tuhin Chakrabarty | Tariq Alhindi | Smaranda Muresan

pdf pdf bib DeFactoNLP: Fact Verification using Entity Recognition, TFIDF Vector Comparison and Decomposable Attention
[W18-5522]: Aniketh Janardhan Reddy | Gil Rocha | Diego Esteves

pdf pdf bib An End-to-End Multi-task Learning Model for Fact Checking
[W18-5523]: Sizhen Li | Shuai Zhao | Bo Cheng | Hao Yang

pdf pdf bib Team GESIS Cologne: An all in all sentence-based approach for FEVER
[W18-5524]: Wolfgang Otto

pdf pdf bib Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks
[W18-5525]: Christopher Hidey | Mona Diab

pdf pdf bib QED: A fact verification system for the FEVER shared task
[W18-5526]: Jackson Luken | Nanjiang Jiang | Marie-Catherine de Marneffe

pdf pdf bib Team UMBC-FEVER : Claim verification using Semantic Lexical Resources
[W18-5527]: Ankur Padia | Francis Ferraro | Tim Finin

pdf pdf bib A mostly unlexicalized model for recognizing textual entailment
[W18-5528]: Mithun Paul | Rebecca Sharp | Mihai Surdeanu


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pdf (full)bib Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis

pdf pdf bib Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis
[W18-5600]: Alberto Lavelli | Anne-Lyse Minard | Fabio Rinaldi

pdf pdf bib Detecting Diabetes Risk from Social Media Activity
[W18-5601]: Dane Bell | Egoitz Laparra | Aditya Kousik | Terron Ishihara | Mihai Surdeanu | Stephen Kobourov

pdf pdf bib Treatment Side Effect Prediction from Online User-generated Content
[W18-5602]: Van Hoang Nguyen | Kazunari Sugiyama | Min-Yen Kan | Kishaloy Halder

pdf pdf bib Revisiting neural relation classification in clinical notes with external information
[W18-5603]: Simon Šuster | Madhumita Sushil | Walter Daelemans

pdf pdf bib Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data
[W18-5604]: Mandeep Kaur | Diego Mollá

pdf pdf bib Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition
[W18-5605]: Zenan Zhai | Dat Quoc Nguyen | Karin Verspoor

pdf pdf bib Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy
[W18-5606]: Lina M. Rojas-Barahona | Bo-Hsiang Tseng | Yinpei Dai | Clare Mansfield | Osman Ramadan | Stefan Ultes | Michael Crawford | Milica Gašić

pdf pdf bib Investigating the Challenges of Temporal Relation Extraction from Clinical Text
[W18-5607]: Diana Galvan | Naoaki Okazaki | Koji Matsuda | Kentaro Inui

pdf pdf bib De-identifying Free Text of Japanese Dummy Electronic Health Records
[W18-5608]: Kohei Kajiyama | Hiromasa Horiguchi | Takashi Okumura | Mizuki Morita | Yoshinobu Kano

pdf pdf bib Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study
[W18-5609]: Drahomira Herrmannova | Steven Young | Robert Patton | Christopher Stahl | Nicole Kleinstreuer | Mary Wolfe

pdf pdf bib Identification of Parallel Sentences in Comparable Monolingual Corpora from Different Registers
[W18-5610]: Rémi Cardon | Natalia Grabar

pdf pdf bib Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network
[W18-5611]: Hans Moen | Kai Hakala | Laura-Maria Peltonen | Henry Suhonen | Petri Loukasmäki | Tapio Salakoski | Filip Ginter | Sanna Salanterä

pdf pdf bib Automatically Detecting the Position and Type of Psychiatric Evaluation Report Sections
[W18-5612]: Deya Banisakher | Naphtali Rishe | Mark A. Finlayson

pdf pdf bib Iterative development of family history annotation guidelines using a synthetic corpus of clinical text
[W18-5613]: Taraka Rama | Pål Brekke | Øystein Nytrø | Lilja Øvrelid

pdf pdf bib CAS: French Corpus with Clinical Cases
[W18-5614]: Natalia Grabar | Vincent Claveau | Clément Dalloux

pdf pdf bib Analysis of Risk Factor Domains in Psychosis Patient Health Records
[W18-5615]: Eben Holderness | Nicholas Miller | Kirsten Bolton | Philip Cawkwell | Marie Meteer | James Pustejovsky | Mei Hua-Hall

pdf pdf bib Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks
[W18-5616]: Ivan Girardi | Pengfei Ji | An-phi Nguyen | Nora Hollenstein | Adam Ivankay | Lorenz Kuhn | Chiara Marchiori | Ce Zhang

pdf pdf bib Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction
[W18-5617]: Joël Legrand | Yannick Toussaint | Chedy Raïssi | Adrien Coulet

pdf pdf bib In-domain Context-aware Token Embeddings Improve Biomedical Named Entity Recognition
[W18-5618]: Golnar Sheikhshabbafghi | Inanc Birol | Anoop Sarkar

pdf pdf bib Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction
[W18-5619]: Chen Lin | Timothy Miller | Dmitriy Dligach | Hadi Amiri | Steven Bethard | Guergana Savova

pdf pdf bib Listwise temporal ordering of events in clinical notes
[W18-5620]: Serena Jeblee | Graeme Hirst

pdf pdf bib Time Expressions in Mental Health Records for Symptom Onset Extraction
[W18-5621]: Natalia Viani | Lucia Yin | Joyce Kam | Ayunni Alawi | André Bittar | Rina Dutta | Rashmi Patel | Robert Stewart | Sumithra Velupillai

pdf pdf bib Evaluation of a Sequence Tagging Tool for Biomedical Texts
[W18-5622]: Julien Tourille | Matthieu Doutreligne | Olivier Ferret | Aurélie Névéol | Nicolas Paris | Xavier Tannier

pdf pdf bib Learning to Summarize Radiology Findings
[W18-5623]: Yuhao Zhang | Daisy Yi Ding | Tianpei Qian | Christopher D. Manning | Curtis P. Langlotz


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pdf (full)bib Proceedings of the 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AI

pdf pdf bib Proceedings of the 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AI
[W18-5700]: Aleksandr Chuklin | Jeff Dalton | Julia Kiseleva | Alexey Borisov | Mikhail Burtsev

pdf pdf bib Neural Response Ranking for Social Conversation: A Data-Efficient Approach
[W18-5701]: Igor Shalyminov | Ondřej Dušek | Oliver Lemon

pdf pdf bib Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning
[W18-5702]: Giovanni Yoko Kristianto | Huiwen Zhang | Bin Tong | Makoto Iwayama | Yoshiyuki Kobayashi

pdf pdf bib Building Dialogue Structure from Discourse Tree of a Question
[W18-5703]: Boris Galitsky | Dmitry Ilvovsky

pdf pdf bib A Methodology for Evaluating Interaction Strategies of Task-Oriented Conversational Agents
[W18-5704]: Marco Guerini | Sara Falcone | Bernardo Magnini

pdf pdf bib A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems
[W18-5705]: Wafa Aissa | Laure Soulier | Ludovic Denoyer

pdf pdf bib Research Challenges in Building a Voice-based Artificial Personal Shopper - Position Paper
[W18-5706]: Nut Limsopatham | Oleg Rokhlenko | David Carmel

pdf pdf bib Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management
[W18-5707]: Atsushi Saito

pdf pdf bib Data Augmentation for Neural Online Chats Response Selection
[W18-5708]: Wenchao Du | Alan Black

pdf pdf bib A Knowledge-Grounded Multimodal Search-Based Conversational Agent
[W18-5709]: Shubham Agarwal | Ondřej Dušek | Ioannis Konstas | Verena Rieser

pdf pdf bib Embedding Individual Table Columns for Resilient SQL Chatbots
[W18-5710]: Bojan Petrovski | Ignacio Aguado | Andreea Hossmann | Michael Baeriswyl | Claudiu Musat

pdf pdf bib Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding
[W18-5711]: Samuel Louvan | Bernardo Magnini

pdf pdf bib Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of Chatbots
[W18-5712]: Shaojie Jiang | Maarten de Rijke

pdf pdf bib Retrieve and Refine: Improved Sequence Generation Models For Dialogue
[W18-5713]: Jason Weston | Emily Dinan | Alexander Miller


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pdf (full)bib Proceedings of the Fifteenth Workshop on Computational Research in Phonetics, Phonology, and Morphology

pdf pdf bib Proceedings of the Fifteenth Workshop on Computational Research in Phonetics, Phonology, and Morphology
[W18-5800]: Sandra Kuebler | Garrett Nicolai

pdf pdf bib Efficient Computation of Implicational Universals in Constraint-Based Phonology Through the Hyperplane Separation Theorem
[W18-5801]: Giorgio Magri

pdf pdf bib Lexical Networks in !Xung
[W18-5802]: Syed-Amad Hussain | Micha Elsner | Amanda Miller

pdf pdf bib Acoustic Word Disambiguation with Phonogical Features in Danish ASR
[W18-5803]: Andreas Søeborg Kirkedal

pdf pdf bib Adaptor Grammars for the Linguist: Word Segmentation Experiments for Very Low-Resource Languages
[W18-5804]: Pierre Godard | Laurent Besacier | François Yvon | Martine Adda-Decker | Gilles Adda | Hélène Maynard | Annie Rialland

pdf pdf bib String Transduction with Target Language Models and Insertion Handling
[W18-5805]: Garrett Nicolai | Saeed Najafi | Grzegorz Kondrak

pdf pdf bib Complementary Strategies for Low Resourced Morphological Modeling
[W18-5806]: Alexander Erdmann | Nizar Habash

pdf pdf bib Modeling Reduplication with 2-way Finite-State Transducers
[W18-5807]: Hossep Dolatian | Jeffrey Heinz

pdf pdf bib Automatically Tailoring Unsupervised Morphological Segmentation to the Language
[W18-5808]: Ramy Eskander | Owen Rambow | Smaranda Muresan

pdf pdf bib A Comparison of Entity Matching Methods between English and Japanese Katakana
[W18-5809]: Michiharu Yamashita | Hideki Awashima | Hidekazu Oiwa

pdf pdf bib Seq2Seq Models with Dropout can Learn Generalizable Reduplication
[W18-5810]: Brandon Prickett | Aaron Traylor | Joe Pater

pdf pdf bib A Characterwise Windowed Approach to Hebrew Morphological Segmentation
[W18-5811]: Amir Zeldes

pdf pdf bib Phonetic Vector Representations for Sound Sequence Alignment
[W18-5812]: Pavel Sofroniev | Çağrı Çöltekin

pdf pdf bib Sounds Wilde. Phonetically Extended Embeddings for Author-Stylized Poetry Generation
[W18-5813]: Aleksey Tikhonov | Ivan Yamshchikov

pdf pdf bib On Hapax Legomena and Morphological Productivity
[W18-5814]: Janet Pierrehumbert | Ramon Granell

pdf pdf bib A Morphological Analyzer for Shipibo-Konibo
[W18-5815]: Ronald Cardenas | Daniel Zeman

pdf pdf bib An Arabic Morphological Analyzer and Generator with Copious Features
[W18-5816]: Dima Taji | Salam Khalifa | Ossama Obeid | Fadhl Eryani | Nizar Habash

pdf pdf bib Sanskrit n-Retroflexion is Input-Output Tier-Based Strictly Local
[W18-5817]: Thomas Graf | Connor Mayer

pdf pdf bib Phonological Features for Morphological Inflection
[W18-5818]: Adam Wiemerslage | Miikka Silfverberg | Mans Hulden

pdf pdf bib Extracting Morphophonology from Small Corpora
[W18-5819]: Marina Ermolaeva


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pdf (full)bib Proceedings of the 2018 EMNLP Workshop SMM4H: The 3rd Social Media Mining for Health Applications Workshop & Shared Task

pdf pdf bib Proceedings of the 2018 EMNLP Workshop SMM4H: The 3rd Social Media Mining for Health Applications Workshop & Shared Task
[W18-5900]: Graciela Gonzalez-Hernandez | Davy Weissenbacher | Abeed Sarker | Michael Paul

pdf pdf bib Football and Beer - a Social Media Analysis on Twitter in Context of the FIFA Football World Cup 2018
[W18-5901]: Roland Roller | Philippe Thomas | Sven Schmeier

pdf pdf bib Stance-Taking in Topics Extracted from Vaccine-Related Tweets and Discussion Forum Posts
[W18-5902]: Maria Skeppstedt | Manfred Stede | Andreas Kerren

pdf pdf bib Identifying Depression on Reddit: The Effect of Training Data
[W18-5903]: Inna Pirina | Çağrı Çöltekin

pdf pdf bib Overview of the Third Social Media Mining for Health (SMM4H) Shared Tasks at EMNLP 2018
[W18-5904]: Davy Weissenbacher | Abeed Sarker | Michael J. Paul | Graciela Gonzalez-Hernandez

pdf pdf bib Changes in Psycholinguistic Attributes of Social Media Users Before, During, and After Self-Reported Influenza Symptoms
[W18-5905]: Lucie Flekova | Vasileios Lampos | Ingemar Cox

pdf pdf bib Thumbs Up and Down: Sentiment Analysis of Medical Online Forums
[W18-5906]: Victoria Bobicev | Marina Sokolova

pdf pdf bib Identification of Emergency Blood Donation Request on Twitter
[W18-5907]: Puneet Mathur | Meghna Ayyar | Sahil Chopra | Simra Shahid | Laiba Mehnaz | Rajiv Shah

pdf pdf bib Dealing with Medication Non-Adherence Expressions in Twitter
[W18-5908]: Takeshi Onishi | Davy Weissenbacher | Ari Klein | Karen O’Connor | Graciela Gonzalez-Hernandez

pdf pdf bib Detecting Tweets Mentioning Drug Name and Adverse Drug Reaction with Hierarchical Tweet Representation and Multi-Head Self-Attention
[W18-5909]: Chuhan Wu | Fangzhao Wu | Junxin Liu | Sixing Wu | Yongfeng Huang | Xing Xie

pdf pdf bib Classification of Medication-Related Tweets Using Stacked Bidirectional LSTMs with Context-Aware Attention
[W18-5910]: Orest Xherija