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


up

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 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 Daume III

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

pdf bib Data Augmentation via Dependency Tree Morphing for Low-Resource Languages
[D18-1545]: Gozde Gul Sahin | Mark Steedman

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

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 Gasic

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

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


up

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 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