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Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
Proceedings of ACL 2017, Student Research Workshop
Proceedings of ACL 2017, System Demonstrations
Proceedings of ACL 2017, Tutorial Abstracts

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

P17-1 [bib]: Entire volume

P17-1000: Front Matter

P17-1001 [bib]: Pengfei Liu; Xipeng Qiu; Xuanjing Huang
Adversarial Multi-task Learning for Text Classification

P17-1002 [bib] [notes]: Steffen Eger; Johannes Daxenberger; Iryna Gurevych
Neural End-to-End Learning for Computational Argumentation Mining

P17-1003 [bib] [notes]: Chen Liang; Jonathan Berant; Quoc Le; Kenneth D. Forbus; Ni Lao
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision

P17-1004 [bib]: Yankai Lin; Zhiyuan Liu; Maosong Sun
Neural Relation Extraction with Multi-lingual Attention

P17-1005 [bib]: Jianpeng Cheng; Siva Reddy; Vijay Saraswat; Mirella Lapata
Learning Structured Natural Language Representations for Semantic Parsing

P17-1006 [bib] [notes]: Ivan Vulić; Nikola Mrkšić; Roi Reichart; Diarmuid Ó Séaghdha; Steve Young; Anna Korhonen
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules

P17-1007 [bib]: Alex Gittens; Dimitris Achlioptas; Michael W. Mahoney
Skip-Gram - Zipf + Uniform = Vector Additivity

P17-1008 [bib]: Omri Abend; Ari Rappoport
The State of the Art in Semantic Representation

P17-1009 [bib]: Jing Lu; Vincent Ng
Joint Learning for Event Coreference Resolution

P17-1010 [bib]: Ting Liu; Yiming Cui; Qingyu Yin; Wei-Nan Zhang; Shijin Wang; Guoping Hu
Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution

P17-1011 [bib]: Wei Song; Dong Wang; Ruiji Fu; Lizhen Liu; Ting Liu; Guoping Hu
Discourse Mode Identification in Essays

P17-1012 [bib]: Jonas Gehring; Michael Auli; David Grangier; Yann Dauphin
A Convolutional Encoder Model for Neural Machine Translation

P17-1013 [bib]: Mingxuan Wang; Zhengdong Lu; Jie Zhou; Qun Liu
Deep Neural Machine Translation with Linear Associative Unit

P17-1014 [bib]: Ioannis Konstas; Srinivasan Iyer; Mark Yatskar; Yejin Choi; Luke Zettlemoyer
Neural AMR: Sequence-to-Sequence Models for Parsing and Generation

P17-1015 [bib]: Wang Ling; Dani Yogatama; Chris Dyer; Phil Blunsom
Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems

P17-1016 [bib] [notes]: Jack Hopkins; Douwe Kiela
Automatically Generating Rhythmic Verse with Neural Networks

P17-1017 [bib]: Claire Gardent; Anastasia Shimorina; Shashi Narayan; Laura Perez-Beltrachini
Creating Training Corpora for NLG Micro-Planners

P17-1018 [bib]: Wenhui Wang; Nan Yang; Furu Wei; Baobao Chang; Ming Zhou
Gated Self-Matching Networks for Reading Comprehension and Question Answering

P17-1019 [bib]: Shizhu He; Cao Liu; Kang Liu; Jun Zhao
Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning

P17-1020 [bib]: Eunsol Choi; Daniel Hewlett; Jakob Uszkoreit; Illia Polosukhin; Alexandre Lacoste; Jonathan Berant
Coarse-to-Fine Question Answering for Long Documents

P17-1021 [bib]: Yanchao Hao; Yuanzhe Zhang; Kang Liu; Shizhu He; Zhanyi Liu; Hua Wu; Jun Zhao
An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge

P17-1022 [bib] [notes]: Jacob Andreas; Anca Dragan; Dan Klein
Translating Neuralese

P17-1023 [bib]: Sina Zarrieß; David Schlangen
Obtaining referential word meanings from visual and distributional information: Experiments on object naming

P17-1024 [bib]: Ravi Shekhar; Sandro Pezzelle; Yauhen Klimovich; Aurélie Herbelot; Moin Nabi; Enver Sangineto; Raffaella Bernardi
FOIL it! Find One mismatch between Image and Language caption

P17-1025 [bib]: Maxwell Forbes; Yejin Choi
Verb Physics: Relative Physical Knowledge of Actions and Objects

P17-1026 [bib]: Masashi Yoshikawa; Hiroshi Noji; Yuji Matsumoto
A* CCG Parsing with a Supertag and Dependency Factored Model

P17-1027 [bib]: Daniel Fernández-González; Carlos Gómez-Rodríguez
A Full Non-Monotonic Transition System for Unrestricted Non-Projective Parsing

P17-1028 [bib]: An Thanh Nguyen; Byron Wallace; Junyi Jessy Li; Ani Nenkova; Matthew Lease
Aggregating and Predicting Sequence Labels from Crowd Annotations

P17-1029 [bib]: Chunting Zhou; Graham Neubig
Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction

P17-1030 [bib] [notes]: Zhe Gan; Chunyuan Li; Changyou Chen; Yunchen Pu; Qinliang Su; Lawrence Carin
Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling

P17-1031 [bib]: Marcel Bollmann; Joachim Bingel; Anders Søgaard
Learning attention for historical text normalization by learning to pronounce

P17-1032 [bib]: Danilo Croce; Simone Filice; Giuseppe Castellucci; Roberto Basili
Deep Learning in Semantic Kernel Spaces

P17-1033 [bib] [notes]: Jey Han Lau; Timothy Baldwin; Trevor Cohn
Topically Driven Neural Language Model

P17-1034 [bib]: Xuepeng Wang; Kang Liu; Jun Zhao
Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors

P17-1035 [bib]: Abhijit Mishra; Kuntal Dey; Pushpak Bhattacharyya
Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural Network

P17-1036 [bib]: Ruidan He; Wee Sun Lee; Hwee Tou Ng; Daniel Dahlmeier
An Unsupervised Neural Attention Model for Aspect Extraction

P17-1037 [bib]: Akira Sasaki; Kazuaki Hanawa; Naoaki Okazaki; Kentaro Inui
Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization

P17-1038 [bib]: Yubo Chen; Shulin Liu; Xiang Zhang; Kang Liu; Jun Zhao
Automatically Labeled Data Generation for Large Scale Event Extraction

P17-1039 [bib]: Xiaoshi Zhong; Aixin Sun; Erik Cambria
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules

P17-1040 [bib]: Bingfeng Luo; Yansong Feng; Zheng Wang; Zhanxing Zhu; Songfang Huang; Rui Yan; Dongyan Zhao
Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix

P17-1041 [bib] [notes]: Pengcheng Yin; Graham Neubig
A Syntactic Neural Model for General-Purpose Code Generation

P17-1042 [bib]: Mikel Artetxe; Gorka Labaka; Eneko Agirre
Learning bilingual word embeddings with (almost) no bilingual data

P17-1043 [bib]: William Foland; James H. Martin
Abstract Meaning Representation Parsing using LSTM Recurrent Neural Networks

P17-1044 [bib]: Luheng He; Kenton Lee; Mike Lewis; Luke Zettlemoyer
Deep Semantic Role Labeling: What Works and What’s Next

P17-1045 [bib]: Bhuwan Dhingra; Lihong Li; Xiujun Li; Jianfeng Gao; Yun-Nung Chen; Faisal Ahmed; Li Deng
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access

P17-1046 [bib]: Yu Wu; Wei Wu; Chen Xing; Ming Zhou; Zhoujun Li
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots

P17-1047 [bib]: David Harwath; James Glass
Learning Word-Like Units from Joint Audio-Visual Analysis

P17-1048 [bib]: Takaaki Hori; Shinji Watanabe; John Hershey
Joint CTC/attention decoding for end-to-end speech recognition

P17-1049 [bib]: Ella Rabinovich; Noam Ordan; Shuly Wintner
Found in Translation: Reconstructing Phylogenetic Language Trees from Translations

P17-1050 [bib]: Yevgeni Berzak; Chie Nakamura; Suzanne Flynn; Boris Katz
Predicting Native Language from Gaze

P17-1051 [bib] [dataset] [software]: Tarek Sakakini; Suma Bhat; Pramod Viswanath
MORSE: Semantic-ally Drive-n MORpheme SEgment-er

P17-1052 [bib]: Rie Johnson; Tong Zhang
Deep Pyramid Convolutional Neural Networks for Text Categorization

P17-1053 [bib] [notes] [dataset]: Mo Yu; Wenpeng Yin; Kazi Saidul Hasan; Cicero dos Santos; Bing Xiang; Bowen Zhou
Improved Neural Relation Detection for Knowledge Base Question Answering

P17-1054 [bib]: Rui Meng; Sanqiang Zhao; Shuguang Han; Daqing He; Peter Brusilovsky; Yu Chi
Deep Keyphrase Generation

P17-1055 [bib]: Yiming Cui; Zhipeng Chen; Si Wei; Shijin Wang; Ting Liu; Guoping Hu
Attention-over-Attention Neural Networks for Reading Comprehension

P17-1056 [bib]: Gabriel Doyle; Amir Goldberg; Sameer Srivastava; Michael Frank
Alignment at Work: Using Language to Distinguish the Internalization and Self-Regulation Components of Cultural Fit in Organizations

P17-1057 [bib]: Grzegorz Chrupała; Lieke Gelderloos; Afra Alishahi
Representations of language in a model of visually grounded speech signal

P17-1058 [bib]: Yang Xu; David Reitter
Spectral Analysis of Information Density in Dialogue Predicts Collaborative Task Performance

P17-1059 [bib]: Sayan Ghosh; Mathieu Chollet; Eugene Laksana; Louis-Philippe Morency; Stefan Scherer
Affect-LM: A Neural Language Model for Customizable Affective Text Generation

P17-1060 [bib]: Young-Bum Kim; Karl Stratos; Dongchan Kim
Domain Attention with an Ensemble of Experts

P17-1061 [bib] [dataset]: Tiancheng Zhao; Ran Zhao; Maxine Eskenazi
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders

P17-1062 [bib]: Jason D Williams; Kavosh Asadi; Geoffrey Zweig
Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning

P17-1063 [bib] [dataset]: Martin Villalba; Christoph Teichmann; Alexander Koller
Generating Contrastive Referring Expressions

P17-1064 [bib]: Junhui Li; Deyi Xiong; Zhaopeng Tu; Muhua Zhu; Min Zhang; Guodong Zhou
Modeling Source Syntax for Neural Machine Translation

P17-1065 [bib]: Shuangzhi Wu; Dongdong Zhang; Nan Yang; Mu Li; Ming Zhou
Sequence-to-Dependency Neural Machine Translation

P17-1066 [bib]: Jing Ma; Wei Gao; Kam-Fai Wong
Detect Rumors in Microblog Posts Using Propagation Structure via Kernel Learning

P17-1067 [bib]: Muhammad Abdul-Mageed; Lyle Ungar
EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks

P17-1068 [bib]: Daniel Preoţiuc-Pietro; Ye Liu; Daniel Hopkins; Lyle Ungar
Beyond Binary Labels: Political Ideology Prediction of Twitter Users

P17-1069 [bib]: Kristen Johnson; Di Jin; Dan Goldwasser
Leveraging Behavioral and Social Information for Weakly Supervised Collective Classification of Political Discourse on Twitter

P17-1070 [bib]: Jianshu Ji; Qinlong Wang; Kristina Toutanova; Yongen Gong; Steven Truong; Jianfeng Gao
A Nested Attention Neural Hybrid Model for Grammatical Error Correction

P17-1071 [bib]: Yassine Mrabet; Halil Kilicoglu; Dina Demner-Fushman
TextFlow: A Text Similarity Measure based on Continuous Sequences

P17-1072 [bib] [notes]: Chenhao Tan; Dallas Card; Noah A. Smith
Friendships, Rivalries, and Trysts: Characterizing Relations between Ideas in Texts

P17-1073 [bib]: Alina Wróblewska; Katarzyna Krasnowska-Kieraś
Polish evaluation dataset for compositional distributional semantics models

P17-1074 [bib]: Christopher Bryant; Mariano Felice; Ted Briscoe
Automatic Annotation and Evaluation of Error Types for Grammatical Error Correction

P17-1075 [bib]: Saku Sugawara; Yusuke Kido; Hikaru Yokono; Akiko Aizawa
Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability

P17-1076 [bib]: Mitchell Stern; Jacob Andreas; Dan Klein
A Minimal Span-Based Neural Constituency Parser

P17-1077 [bib] [notes] [software]: Weiwei Sun; Junjie Cao; Xiaojun Wan
Semantic Dependency Parsing via Book Embedding

P17-1078 [bib]: Jie Yang; Yue Zhang; Fei Dong
Neural Word Segmentation with Rich Pretraining

P17-1079 [bib]: Yusuke Oda; Philip Arthur; Graham Neubig; Koichiro Yoshino; Satoshi Nakamura
Neural Machine Translation via Binary Code Prediction

P17-1080 [bib]: Yonatan Belinkov; Nadir Durrani; Fahim Dalvi; Hassan Sajjad; James Glass
What do Neural Machine Translation Models Learn about Morphology?

P17-1081 [bib]: Soujanya Poria; Erik Cambria; Devamanyu Hazarika; Navonil Majumder; Amir Zadeh; Louis-Philippe Morency
Context-Dependent Sentiment Analysis in User-Generated Videos

P17-1082 [bib]: Umashanthi Pavalanathan; Jim Fitzpatrick; Scott Kiesling; Jacob Eisenstein
A Multidimensional Lexicon for Interpersonal Stancetaking

P17-1083 [bib]: Jeffrey Lund; Connor Cook; Kevin Seppi; Jordan Boyd-Graber
Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling

P17-1084 [bib]: Omid Bakhshandeh; James Allen
Apples to Apples: Learning Semantics of Common Entities Through a Novel Comprehension Task

P17-1085 [bib]: Arzoo Katiyar; Claire Cardie
Going out on a limb: Joint Extraction of Entity Mentions and Relations without Dependency Trees

P17-1086 [bib]: Sida I. Wang; Samuel Ginn; Percy Liang; Christopher D. Manning
Naturalizing a Programming Language via Interactive Learning

P17-1087 [bib] [notes]: Joao Sedoc; Jean Gallier; Dean Foster; Lyle Ungar
Semantic Word Clusters Using Signed Spectral Clustering

P17-1088 [bib]: Qizhe Xie; Xuezhe Ma; Zihang Dai; Eduard Hovy
An Interpretable Knowledge Transfer Model for Knowledge Base Completion

P17-1089 [bib] [notes]: Srinivasan Iyer; Ioannis Konstas; Alvin Cheung; Jayant Krishnamurthy; Luke Zettlemoyer
Learning a Neural Semantic Parser from User Feedback

P17-1090 [bib]: Kechen Qin; Lu Wang; Joseph Kim
Joint Modeling of Content and Discourse Relations in Dialogues

P17-1091 [bib]: Vlad Niculae; Joonsuk Park; Claire Cardie
Argument Mining with Structured SVMs and RNNs

P17-1092 [bib] [notes]: Yangfeng Ji; Noah A. Smith
Neural Discourse Structure for Text Categorization

P17-1093 [bib]: Lianhui Qin; Zhisong Zhang; Hai Zhao; Zhiting Hu; Eric Xing
Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification

P17-1094 [bib]: Iryna Haponchyk; Alessandro Moschitti
Don't understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its measures

P17-1095 [bib] [notes]: Nicholas Andrews; Mark Dredze; Benjamin Van Durme; Jason Eisner
Bayesian Modeling of Lexical Resources for Low-Resource Settings

P17-1096 [bib]: Zhilin Yang; Junjie Hu; Ruslan Salakhutdinov; William Cohen
Semi-Supervised QA with Generative Domain-Adaptive Nets

P17-1097 [bib]: Kelvin Guu; Panupong Pasupat; Evan Liu; Percy Liang
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood

P17-1098 [bib]: Preksha Nema; Mitesh M. Khapra; Anirban Laha; Balaraman Ravindran
Diversity driven attention model for query-based abstractive summarization

P17-1099 [bib] [notes]: Abigail See; Peter J. Liu; Christopher D. Manning
Get To The Point: Summarization with Pointer-Generator Networks

P17-1100 [bib]: Maxime Peyrard; Judith Eckle-Kohler
Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization

P17-1101 [bib]: Qingyu Zhou; Nan Yang; Furu Wei; Ming Zhou
Selective Encoding for Abstractive Sentence Summarization

P17-1102 [bib]: Corina Florescu; Cornelia Caragea
PositionRank: An Unsupervised Approach to Keyphrase Extraction from Scholarly Documents

P17-1103 [bib] [notes]: Ryan Lowe; Michael Noseworthy; Iulian Vlad Serban; Nicolas Angelard-Gontier; Yoshua Bengio; Joelle Pineau
Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses

P17-1104 [bib] [notes] [software]: Daniel Hershcovich; Omri Abend; Ari Rappoport
A Transition-Based Directed Acyclic Graph Parser for UCCA

P17-1105 [bib]: Maxim Rabinovich; Mitchell Stern; Dan Klein
Abstract Syntax Networks for Code Generation and Semantic Parsing

P17-1106 [bib]: Yanzhuo Ding; Yang Liu; Huanbo Luan; Maosong Sun
Visualizing and Understanding Neural Machine Translation

P17-1107 [bib]: Ines Rehbein; Josef Ruppenhofer
Detecting annotation noise in automatically labelled data

P17-1108 [bib]: Jiwei Tan; Xiaojun Wan; Jianguo Xiao
Abstractive Document Summarization with a Graph-Based Attentional Neural Model

P17-1109 [bib]: Ryan Cotterell; Jason Eisner
Probabilistic Typology: Deep Generative Models of Vowel Inventories

P17-1110 [bib]: Xinchi Chen; Zhan Shi; Xipeng Qiu; Xuanjing Huang
Adversarial Multi-Criteria Learning for Chinese Word Segmentation

P17-1111 [bib]: Shuhei Kurita; Daisuke Kawahara; Sadao Kurohashi
Neural Joint Model for Transition-based Chinese Syntactic Analysis

P17-1112 [bib]: Jan Buys; Phil Blunsom
Robust Incremental Neural Semantic Graph Parsing

P17-1113 [bib]: Suncong Zheng; Feng Wang; Hongyun Bao; Yuexing Hao; Peng Zhou; Bo Xu
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme

P17-1114 [bib]: Mingbin Xu; Hui Jiang; Sedtawut Watcharawittayakul
A Local Detection Approach for Named Entity Recognition and Mention Detection

P17-1115 [bib] [dataset]: Milan Gritta; Mohammad Taher Pilehvar; Nut Limsopatham; Nigel Collier
Vancouver Welcomes You! Minimalist Location Metonymy Resolution

P17-1116 [bib]: Yasuhide Miura; Motoki Taniguchi; Tomoki Taniguchi; Tomoko Ohkuma
Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction

P17-1117 [bib] [notes]: Ramakanth Pasunuru; Mohit Bansal
Multi-Task Video Captioning with Video and Entailment Generation

P17-1118 [bib]: Leandro Santos; Edilson Anselmo Corrêa Júnior; Osvaldo Oliveira Jr; Diego Amancio; Letícia Mansur; Sandra Aluísio
Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts

P17-1119 [bib]: Young-Bum Kim; Karl Stratos; Dongchan Kim
Adversarial Adaptation of Synthetic or Stale Data

P17-1120 [bib]: Satoshi Akasaki; Nobuhiro Kaji
Chat Detection in an Intelligent Assistant: Combining Task-oriented and Non-task-oriented Spoken Dialogue Systems

P17-1121 [bib]: Dat Tien Nguyen; Shafiq Joty
A Neural Local Coherence Model

P17-1122 [bib] [notes]: Tomer Cagan; Stefan L. Frank; Reut Tsarfaty
Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG)

P17-1123 [bib]: Xinya Du; Junru Shao; Claire Cardie
Learning to Ask: Neural Question Generation for Reading Comprehension

P17-1124 [bib]: Avinesh PVS; Christian M. Meyer
Joint Optimization of User-desired Content in Multi-document Summaries by Learning from User Feedback

P17-1125 [bib] [notes]: Jiyuan Zhang; Yang Feng; Dong Wang; Yang Wang; Andrew Abel; Shiyue Zhang; Andi Zhang
Flexible and Creative Chinese Poetry Generation Using Neural Memory

P17-1126 [bib]: Soichiro Murakami; Akihiko Watanabe; Akira Miyazawa; Keiichi Goshima; Toshihiko Yanase; Hiroya Takamura; Yusuke Miyao
Learning to Generate Market Comments from Stock Prices

P17-1127 [bib]: Liangguo Wang; Jing Jiang; Hai Leong Chieu; Chen Hui Ong; Dandan Song; Lejian Liao
Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains

P17-1128 [bib]: Chengyu Wang; Junchi Yan; Aoying Zhou; Xiaofeng He
Transductive Non-linear Learning for Chinese Hypernym Prediction

P17-1129 [bib]: Pengtao Xie; Eric Xing
A Constituent-Centric Neural Architecture for Reading Comprehension

P17-1130 [bib]: Ruochen Xu; Yiming Yang
Cross-lingual Distillation for Text Classification

P17-1131 [bib]: Verónica Pérez-Rosas; Rada Mihalcea; Kenneth Resnicow; Satinder Singh; Lawrence An
Understanding and Predicting Empathic Behavior in Counseling Therapy

P17-1132 [bib]: Bishan Yang; Tom Mitchell
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading

P17-1133 [bib]: Liangming Pan; Chengjiang Li; Juanzi Li; Jie Tang
Prerequisite Relation Learning for Concepts in MOOCs

P17-1134 [bib]: Shervin Malmasi; Mark Dras; Mark Johnson; Lan Du; Magdalena Wolska
Unsupervised Text Segmentation Based on Native Language Characteristics

P17-1135 [bib]: Jian Ni; Georgiana Dinu; Radu Florian
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection

P17-1136 [bib] [dataset] [software]: Abhisek Chakrabarty; Onkar Arun Pandit; Utpal Garain
Context Sensitive Lemmatization Using Two Successive Bidirectional Gated Recurrent Networks

P17-1137 [bib] [dataset]: Kazuya Kawakami; Chris Dyer; Phil Blunsom
Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling

P17-1138 [bib]: Julia Kreutzer; Artem Sokolov; Stefan Riezler
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning

P17-1139 [bib]: Jiacheng Zhang; Yang Liu; Huanbo Luan; Jingfang Xu; Maosong Sun
Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization

P17-1140 [bib]: Jinchao Zhang; Mingxuan Wang; Qun Liu; Jie Zhou
Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation

P17-1141 [bib]: Chris Hokamp; Qun Liu
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search

P17-1142 [bib]: Edmund Tong; Amir Zadeh; Cara Jones; Louis-Philippe Morency
Combating Human Trafficking with Multimodal Deep Models

P17-1143 [bib] [notes] [dataset]: Swee Kiat Lim; Aldrian Obaja Muis; Wei Lu; Chen Hui Ong
MalwareTextDB: A Database for Annotated Malware Articles

P17-1144 [bib]: Fan Zhang; Homa B. Hashemi; Rebecca Hwa; Diane Litman
A Corpus of Annotated Revisions for Studying Argumentative Writing

P17-1145 [bib]: Dmitry Ustalov; Alexander Panchenko; Chris Biemann
Automatic Induction of Synsets from a Graph of Synonyms

P17-1146 [bib]: Hiroki Ouchi; Hiroyuki Shindo; Yuji Matsumoto
Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis

P17-1147 [bib]: Mandar Joshi; Eunsol Choi; Daniel Weld; Luke Zettlemoyer
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

P17-1148 [bib] [notes]: Kyle Richardson; Jonas Kuhn
Learning Semantic Correspondences in Technical Documentation

P17-1149 [bib]: Yixin Cao; Lifu Huang; Heng Ji; Xu Chen; Juanzi Li
Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding

P17-1150 [bib]: Lanbo She; Joyce Chai
Interactive Learning of Grounded Verb Semantics towards Human-Robot Communication

P17-1151 [bib]: Ben Athiwaratkun; Andrew Wilson
Multimodal Word Distributions

P17-1152 [bib]: Qian Chen; Xiaodan Zhu; Zhen-Hua Ling; Si Wei; Hui Jiang; Diana Inkpen
Enhanced LSTM for Natural Language Inference

P17-1153 [bib]: Anil Ramakrishna; Victor R. Martínez; Nikolaos Malandrakis; Karan Singla; Shrikanth Narayanan
Linguistic analysis of differences in portrayal of movie characters

P17-1154 [bib] [notes]: Qiao Qian; Minlie Huang; Jinhao Lei; Xiaoyan Zhu
Linguistically Regularized LSTM for Sentiment Classification

P17-1155 [bib]: Lotem Peled; Roi Reichart
Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation

P17-1156 [bib]: Fangzhao Wu; Yongfeng Huang; Jun Yan
Active Sentiment Domain Adaptation

P17-1157 [bib]: Navid Rekabsaz; Mihai Lupu; Artem Baklanov; Alexander Dür; Linda Andersson; Allan Hanbury
Volatility Prediction using Financial Disclosures Sentiments with Word Embedding-based IR Models

P17-1158 [bib] [dataset] [software]: Cunchao Tu; Han Liu; Zhiyuan Liu; Maosong Sun
CANE: Context-Aware Network Embedding for Relation Modeling

P17-1159 [bib]: Hongmin Wang; Yue Zhang; GuangYong Leonard Chan; Jie Yang; Hai Leong Chieu
Universal Dependencies Parsing for Colloquial Singaporean English

P17-1160 [bib] [software]: Anssi Yli-Jyrä; Carlos Gómez-Rodríguez
Generic Axiomatization of Families of Noncrossing Graphs in Dependency Parsing

P17-1161 [bib]: Matthew Peters; Waleed Ammar; Chandra Bhagavatula; Russell Power
Semi-supervised sequence tagging with bidirectional language models

P17-1162 [bib] [notes]: He He; Anusha Balakrishnan; Mihail Eric; Percy Liang
Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings

P17-1163 [bib]: Nikola Mrkšić; Diarmuid Ó Séaghdha; Tsung-Hsien Wen; Blaise Thomson; Steve Young
Neural Belief Tracker: Data-Driven Dialogue State Tracking

P17-1164 [bib]: Shulin Liu; Yubo Chen; Kang Liu; Jun Zhao
Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms

P17-1165 [bib]: Hesam Amoualian; Wei Lu; Eric Gaussier; Georgios Balikas; Massih R Amini; Marianne Clausel
Topical Coherence in LDA-based Models through Induced Segmentation

P17-1166 [bib]: Hai Ye; Wenhan Chao; Zhunchen Luo; Zhoujun Li
Jointly Extracting Relations with Class Ties via Effective Deep Ranking

P17-1167 [bib]: Mohit Iyyer; Wen-tau Yih; Ming-Wei Chang
Search-based Neural Structured Learning for Sequential Question Answering

P17-1168 [bib]: Bhuwan Dhingra; Hanxiao Liu; Zhilin Yang; William Cohen; Ruslan Salakhutdinov
Gated-Attention Readers for Text Comprehension

P17-1169 [bib] [notes]: Jianbo Ye; Yanran Li; Zhaohui Wu; James Z. Wang; Wenjie Li; Jia Li
Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering

P17-1170 [bib]: Mohammad Taher Pilehvar; Jose Camacho-Collados; Roberto Navigli; Nigel Collier
Towards a Seamless Integration of Word Senses into Downstream NLP Applications

P17-1171 [bib]: Danqi Chen; Adam Fisch; Jason Weston; Antoine Bordes
Reading Wikipedia to Answer Open-Domain Questions

P17-1172 [bib]: Adams Wei Yu; Hongrae Lee; Quoc Le
Learning to Skim Text

P17-1173 [bib]: Vivek Srikumar
An Algebra for Feature Extraction

P17-1174 [bib]: Shonosuke Ishiwatari; Jingtao Yao; Shujie Liu; Mu Li; Ming Zhou; Naoki Yoshinaga; Masaru Kitsuregawa; Weijia Jia
Chunk-based Decoder for Neural Machine Translation

P17-1175 [bib]: Iacer Calixto; Qun Liu; Nick Campbell
Doubly-Attentive Decoder for Multi-modal Neural Machine Translation

P17-1176 [bib]: Yun Chen; Yang Liu; Yong Cheng; Victor O.K. Li
A Teacher-Student Framework for Zero-Resource Neural Machine Translation

P17-1177 [bib]: Huadong Chen; Shujian Huang; David Chiang; Jiajun Chen
Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder

P17-1178 [bib]: Xiaoman Pan; Boliang Zhang; Jonathan May; Joel Nothman; Kevin Knight; Heng Ji
Cross-lingual Name Tagging and Linking for 282 Languages

P17-1179 [bib] [software]: Meng Zhang; Yang Liu; Huanbo Luan; Maosong Sun
Adversarial Training for Unsupervised Bilingual Lexicon Induction

P17-1180 [bib] [notes]: Shruti Rijhwani; Royal Sequiera; Monojit Choudhury; Kalika Bali; Chandra Shekhar Maddila
Estimating Code-Switching on Twitter with a Novel Generalized Word-Level Language Detection Technique

P17-1181 [bib]: Michael Bloodgood; Benjamin Strauss
Using Global Constraints and Reranking to Improve Cognates Detection

P17-1182 [bib]: Katharina Kann; Ryan Cotterell; Hinrich Schütze
One-Shot Neural Cross-Lingual Transfer for Paradigm Completion

P17-1183 [bib]: Roee Aharoni; Yoav Goldberg
Morphological Inflection Generation with Hard Monotonic Attention

P17-1184 [bib]: Clara Vania; Adam Lopez
From Characters to Words to in Between: Do We Capture Morphology?

P17-1185 [bib]: Alexander Fonarev; Oleksii Grinchuk; Gleb Gusev; Pavel Serdyukov; Ivan Oseledets
Riemannian Optimization for Skip-Gram Negative Sampling

P17-1186 [bib]: Hao Peng; Sam Thomson; Noah A. Smith
Deep Multitask Learning for Semantic Dependency Parsing

P17-1187 [bib] [dataset] [software]: Yilin Niu; Ruobing Xie; Zhiyuan Liu; Maosong Sun
Improved Word Representation Learning with Sememes

P17-1188 [bib]: Frederick Liu; Han Lu; Chieh Lo; Graham Neubig
Learning Character-level Compositionality with Visual Features

P17-1189 [bib]: Qiaolin Xia; Lei Sha; Baobao Chang; Zhifang Sui
A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data

P17-1190 [bib]: John Wieting; Kevin Gimpel
Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings

P17-1191 [bib]: Pradeep Dasigi; Waleed Ammar; Chris Dyer; Eduard Hovy
Ontology-Aware Token Embeddings for Prepositional Phrase Attachment

P17-1192 [bib] [notes] [dataset]: Ellie Pavlick; Marius Pasca
Identifying 1950s American Jazz Musicians: Fine-Grained IsA Extraction via Modifier Composition

P17-1193 [bib] [notes] [software]: Junjie Cao; Sheng Huang; Weiwei Sun; Xiaojun Wan
Parsing to 1-Endpoint-Crossing, Pagenumber-2 Graphs

P17-1194 [bib]: Marek Rei
Semi-supervised Multitask Learning for Sequence Labeling

P17-1195 [bib]: Takuya Matsuzaki; Takumi Ito; Hidenao Iwane; Hirokazu Anai; Noriko H. Arai
Semantic Parsing of Pre-university Math Problems

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

P17-2 [bib]: Entire volume

P17-2000: Front Matter

P17-2001 [bib]: Fei Cheng; Yusuke Miyao
Classifying Temporal Relations by Bidirectional LSTM over Dependency Paths

P17-2002 [bib]: Linfeng Song; Xiaochang Peng; Yue Zhang; Zhiguo Wang; Daniel Gildea
AMR-to-text Generation with Synchronous Node Replacement Grammar

P17-2003 [bib]: Nafise Sadat Moosavi; Michael Strube
Lexical Features in Coreference Resolution: To be Used With Caution

P17-2004 [bib]: Miloš Stanojević; Khalil Sima'an
Alternative Objective Functions for Training MT Evaluation Metrics

P17-2005 [bib] [notes]: Maxime Peyrard; Judith Eckle-Kohler
A Principled Framework for Evaluating Summarizers: Comparing Models of Summary Quality against Human Judgments

P17-2006 [bib]: Emily Prud'hommeaux; Jan van Santen; Douglas Gliner
Vector space models for evaluating semantic fluency in autism

P17-2007 [bib]: Raymond Hendy Susanto; Wei Lu
Neural Architectures for Multilingual Semantic Parsing

P17-2008 [bib]: Andrey Malinin; Anton Ragni; Kate Knill; Mark Gales
Incorporating Uncertainty into Deep Learning for Spoken Language Assessment

P17-2009 [bib] [notes]: David Jurgens; Yulia Tsvetkov; Dan Jurafsky
Incorporating Dialectal Variability for Socially Equitable Language Identification

P17-2010 [bib]: Glorianna Jagfeld; Patrick Ziering; Lonneke van der Plas
Evaluating Compound Splitters Extrinsically with Textual Entailment

P17-2011 [bib]: Spandana Gella; Frank Keller
An Analysis of Action Recognition Datasets for Language and Vision Tasks

P17-2012 [bib]: Akiko Eriguchi; Yoshimasa Tsuruoka; Kyunghyun Cho
Learning to Parse and Translate Improves Neural Machine Translation

P17-2013 [bib]: Fatemeh Almodaresi; Lyle Ungar; Vivek Kulkarni; Mohsen Zakeri; Salvatore Giorgi; H. Andrew Schwartz
On the Distribution of Lexical Features at Multiple Levels of Analysis

P17-2014 [bib]: Sergiu Nisioi; Sanja Štajner; Simone Paolo Ponzetto; Liviu P. Dinu
Exploring Neural Text Simplification Models

P17-2015 [bib]: Daniel Dahlmeier
On the Challenges of Translating NLP Research into Commercial Products

P17-2016 [bib]: Sanja Štajner; Marc Franco-Salvador; Simone Paolo Ponzetto; Paolo Rosso; Heiner Stuckenschmidt
Sentence Alignment Methods for Improving Text Simplification Systems

P17-2017 [bib] [dataset]: Youxuan Jiang; Jonathan K. Kummerfeld; Walter S. Lasecki
Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection

P17-2018 [bib]: Peng Qi; Christopher D. Manning
Arc-swift: A Novel Transition System for Dependency Parsing

P17-2019 [bib]: Jianpeng Cheng; Adam Lopez; Mirella Lapata
A Generative Parser with a Discriminative Recognition Algorithm

P17-2020 [bib]: Weiyue Wang; Tamer Alkhouli; Derui Zhu; Hermann Ney
Hybrid Neural Network Alignment and Lexicon Model in Direct HMM for Statistical Machine Translation

P17-2021 [bib]: Roee Aharoni; Yoav Goldberg
Towards String-To-Tree Neural Machine Translation

P17-2022 [bib]: Lena Reed; Jiaqi Wu; Shereen Oraby; Pranav Anand; Marilyn Walker
Learning Lexico-Functional Patterns for First-Person Affect

P17-2023 [bib]: Lei Shu; Hu Xu; Bing Liu
Lifelong Learning CRF for Supervised Aspect Extraction

P17-2024 [bib]: Ye Zhang; Matthew Lease; Byron C. Wallace
Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization

P17-2025 [bib]: Daniel Fried; Mitchell Stern; Dan Klein
Improving Neural Parsing by Disentangling Model Combination and Reranking Effects

P17-2026 [bib]: Oren Melamud; Jacob Goldberger
Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function

P17-2027 [bib]: Michaeel Kazi; Brian Thompson
Implicitly-Defined Neural Networks for Sequence Labeling

P17-2028 [bib]: Bogdan Ludusan; Reiko Mazuka; Mathieu Bernard; Alejandrina Cristia; Emmanuel Dupoux
The Role of Prosody and Speech Register in Word Segmentation: A Computational Modelling Perspective

P17-2029 [bib]: Yizhong Wang; Sujian Li; Houfeng Wang
A Two-Stage Parsing Method for Text-Level Discourse Analysis

P17-2030 [bib]: Keisuke Sakaguchi; Matt Post; Benjamin Van Durme
Error-repair Dependency Parsing for Ungrammatical Texts

P17-2031 [bib]: Jindřich Libovický; Jindřich Helcl
Attention Strategies for Multi-Source Sequence-to-Sequence Learning

P17-2032 [bib]: Xinyu Hua; Lu Wang
Understanding and Detecting Diverse Supporting Arguments on Controversial Issues

P17-2033 [bib]: Afshin Rahimi; Trevor Cohn; Timothy Baldwin
A Neural Model for User Geolocation and Lexical Dialectology

P17-2034 [bib] [notes]: Alane Suhr; Mike Lewis; James Yeh; Yoav Artzi
A Corpus of Natural Language for Visual Reasoning

P17-2035 [bib]: Julien Tourille; Olivier Ferret; Aurelie Neveol; Xavier Tannier
Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers

P17-2036 [bib]: Zhiliang Tian; Rui Yan; Lili Mou; Yiping Song; Yansong Feng; Dongyan Zhao
How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models

P17-2037 [bib]: Chloé Braud; Ophélie Lacroix; Anders Søgaard
Cross-lingual and cross-domain discourse segmentation of entire documents

P17-2038 [bib]: Beata Beigman Klebanov; Binod Gyawali; Yi Song
Detecting Good Arguments in a Non-Topic-Specific Way: An Oxymoron?

P17-2039 [bib]: Henning Wachsmuth; Nona Naderi; Ivan Habernal; Yufang Hou; Graeme Hirst; Iryna Gurevych; Benno Stein
Argumentation Quality Assessment: Theory vs. Practice

P17-2040 [bib]: Samuel Rönnqvist; Niko Schenk; Christian Chiarcos
A Recurrent Neural Model with Attention for the Recognition of Chinese Implicit Discourse Relations

P17-2041 [bib]: Xinhao Wang; James Bruno; Hillary Molloy; Keelan Evanini; Klaus Zechner
Discourse Annotation of Non-native Spontaneous Spoken Responses Using the Rhetorical Structure Theory Framework

P17-2042 [bib]: Changxing Wu; Xiaodong Shi; Yidong Chen; Jinsong Su; Boli Wang
Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings

P17-2043 [bib]: Tsutomu Hirao; Masaaki Nishino; Masaaki Nagata
Oracle Summaries of Compressive Summarization

P17-2044 [bib]: Shun Hasegawa; Yuta Kikuchi; Hiroya Takamura; Manabu Okumura
Japanese Sentence Compression with a Large Training Dataset

P17-2045 [bib]: Pablo Loyola; Edison Marrese-Taylor; Yutaka Matsuo
A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes

P17-2046 [bib]: Sam Wei; Igor Korostil; Joel Nothman; Ben Hachey
English Event Detection With Translated Language Features

P17-2047 [bib]: Denis Savenkov; Eugene Agichtein
EviNets: Neural Networks for Combining Evidence Signals for Factoid Question Answering

P17-2048 [bib]: Travis Wolfe; Mark Dredze; Benjamin Van Durme
Pocket Knowledge Base Population

P17-2049 [bib] [notes]: Tushar Khot; Ashish Sabharwal; Peter Clark
Answering Complex Questions Using Open Information Extraction

P17-2050 [bib]: Swarnadeep Saha; Harinder Pal; Mausam
Bootstrapping for Numerical Open IE

P17-2051 [bib]: Alexandros Komninos; Suresh Manandhar
Feature-Rich Networks for Knowledge Base Completion

P17-2052 [bib]: Maxim Rabinovich; Dan Klein
Fine-Grained Entity Typing with High-Multiplicity Assignments

P17-2053 [bib]: Mingbo Ma; Liang Huang; Bing Xiang; Bowen Zhou
Group Sparse CNNs for Question Classification with Answer Sets

P17-2054 [bib]: Isabelle Augenstein; Anders Søgaard
Multi-Task Learning of Keyphrase Boundary Classification

P17-2055 [bib] [dataset]: Paramita Mirza; Simon Razniewski; Fariz Darari; Gerhard Weikum
Cardinal Virtues: Extracting Relation Cardinalities from Text

P17-2056 [bib]: Gabriel Stanovsky; Judith Eckle-Kohler; Yevgeniy Puzikov; Ido Dagan; Iryna Gurevych
Integrating Deep Linguistic Features in Factuality Prediction over Unified Datasets

P17-2057 [bib]: Rajarshi Das; Manzil Zaheer; Siva Reddy; Andrew McCallum
Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks

P17-2058 [bib]: Kartik Goyal; Chris Dyer; Taylor Berg-Kirkpatrick
Differentiable Scheduled Sampling for Credit Assignment

P17-2059 [bib]: Hongyu Guo
A Deep Network with Visual Text Composition Behavior

P17-2060 [bib]: Long Zhou; Wenpeng Hu; Jiajun Zhang; Chengqing Zong
Neural System Combination for Machine Translation

P17-2061 [bib]: Chenhui Chu; Raj Dabre; Sadao Kurohashi
An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation

P17-2062 [bib]: Benjamin Marie; Atsushi Fujita
Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings

P17-2063 [bib]: Shervin Malmasi; Mark Dras
Feature Hashing for Language and Dialect Identification

P17-2064 [bib] [dataset]: Yow-Ting Shiue; Hen-Hsen Huang; Hsin-Hsi Chen
Detection of Chinese Word Usage Errors for Non-Native Chinese Learners with Bidirectional LSTM

P17-2065 [bib]: Maria Ryskina; Hannah Alpert-Abrams; Dan Garrette; Taylor Berg-Kirkpatrick
Automatic Compositor Attribution in the First Folio of Shakespeare

P17-2066 [bib]: Yuya Yoshikawa; Yutaro Shigeto; Akikazu Takeuchi
STAIR Captions: Constructing a Large-Scale Japanese Image Caption Dataset

P17-2067 [bib]: William Yang Wang
"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection

P17-2068 [bib]: Akihiko Kato; Hiroyuki Shindo; Yuji Matsumoto
English Multiword Expression-aware Dependency Parsing Including Named Entities

P17-2069 [bib] [software]: Thomas Kober; Julie Weeds; Jeremy Reffin; David Weir
Improving Semantic Composition with Offset Inference

P17-2070 [bib]: Marzieh Fadaee; Arianna Bisazza; Christof Monz
Learning Topic-Sensitive Word Representations

P17-2071 [bib]: Terrence Szymanski
Temporal Word Analogies: Identifying Lexical Replacement with Diachronic Word Embeddings

P17-2072 [bib]: Mohammed Elrazzaz; Shady Elbassuoni; Khaled Shaban; Chadi Helwe
Methodical Evaluation of Arabic Word Embeddings

P17-2073 [bib]: Hannah Rashkin; Eric Bell; Yejin Choi; Svitlana Volkova
Multilingual Connotation Frames: A Case Study on Social Media for Targeted Sentiment Analysis and Forecast

P17-2074 [bib]: Svetlana Kiritchenko; Saif Mohammad
Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity Annotation

P17-2075 [bib]: Sunghwan Mac Kim; Qiongkai Xu; Lizhen Qu; Stephen Wan; Cecile Paris
Demographic Inference on Twitter using Recursive Neural Networks

P17-2076 [bib]: Prashanth Vijayaraghavan; Soroush Vosoughi; Deb Roy
Twitter Demographic Classification Using Deep Multi-modal Multi-task Learning

P17-2077 [bib]: Xueying Zhan; Yaowei Wang; Yanghui Rao; Haoran Xie; Qing Li; Fu Lee Wang; Tak-Lam Wong
A Network Framework for Noisy Label Aggregation in Social Media

P17-2078 [bib] [software]: Rob van der Goot; Gertjan van Noord
Parser Adaptation for Social Media by Integrating Normalization

P17-2079 [bib]: Minghui Qiu; Feng-Lin Li; Siyu Wang; Xing Gao; Yan Chen; Weipeng Zhao; Haiqing Chen; Jun Huang; Wei Chu
AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine

P17-2080 [bib]: Xiaoyu Shen; Hui Su; Yanran Li; Wenjie Li; Shuzi Niu; Yang Zhao; Akiko Aizawa; Guoping Long
A Conditional Variational Framework for Dialog Generation

P17-2081 [bib]: Sewon Min; Minjoon Seo; Hannaneh Hajishirzi
Question Answering through Transfer Learning from Large Fine-grained Supervision Data

P17-2082 [bib]: Azad Abad; Moin Nabi; Alessandro Moschitti
Self-Crowdsourcing Training for Relation Extraction

P17-2083 [bib]: Quan Hung Tran; Gholamreza Haffari; Ingrid Zukerman
A Generative Attentional Neural Network Model for Dialogue Act Classification

P17-2084 [bib]: Nedelina Teneva; Weiwei Cheng
Salience Rank: Efficient Keyphrase Extraction with Topic Modeling

P17-2085 [bib]: Ying Lin; Chin-Yew Lin; Heng Ji
List-only Entity Linking

P17-2086 [bib]: Lingzhen Chen; Carlo Strapparava; Vivi Nastase
Improving Native Language Identification by Using Spelling Errors

P17-2087 [bib]: Paria Jamshid Lou; Mark Johnson
Disfluency Detection using a Noisy Channel Model and a Deep Neural Language Model

P17-2088 [bib] [notes]: Katsuhiko Hayashi; Masashi Shimbo
On the Equivalence of Holographic and Complex Embeddings for Link Prediction

P17-2089 [bib]: Rui Wang; Andrew Finch; Masao Utiyama; Eiichiro Sumita
Sentence Embedding for Neural Machine Translation Domain Adaptation

P17-2090 [bib]: Marzieh Fadaee; Arianna Bisazza; Christof Monz
Data Augmentation for Low-Resource Neural Machine Translation

P17-2091 [bib]: Xing Shi; Kevin Knight
Speeding Up Neural Machine Translation Decoding by Shrinking Run-time Vocabulary

P17-2092 [bib]: Hao Zhou; Zhaopeng Tu; Shujian Huang; Xiaohua Liu; Hang Li; Jiajun Chen
Chunk-Based Bi-Scale Decoder for Neural Machine Translation

P17-2093 [bib] [dataset]: Meng Fang; Trevor Cohn
Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary

P17-2094 [bib]: Claudio Delli Bovi; Jose Camacho-Collados; Alessandro Raganato; Roberto Navigli
EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text

P17-2095 [bib]: Hassan Sajjad; Fahim Dalvi; Nadir Durrani; Ahmed Abdelali; Yonatan Belinkov; Stephan Vogel
Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech Tagging

P17-2096 [bib]: Deng Cai; Hai Zhao; Zhisong Zhang; Yuan Xin; Yongjian Wu; Feiyue Huang
Fast and Accurate Neural Word Segmentation for Chinese

P17-2097 [bib]: Zheng Cai; Lifu Tu; Kevin Gimpel
Pay Attention to the Ending:Strong Neural Baselines for the ROC Story Cloze Task

P17-2098 [bib]: Jonathan Herzig; Jonathan Berant
Neural Semantic Parsing over Multiple Knowledge-bases

P17-2099 [bib]: Jiaqi Mu; Suma Bhat; Pramod Viswanath
Representing Sentences as Low-Rank Subspaces

P17-2100 [bib]: Shuming Ma; Xu Sun; Jingjing Xu; Houfeng Wang; Wenjie Li; Qi Su
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization

P17-2101 [bib]: Krishna Chaitanya Sanagavarapu; Alakananda Vempala; Eduardo Blanco
Determining Whether and When People Participate in the Events They Tweet About

P17-2102 [bib] [dataset]: Svitlana Volkova; Kyle Shaffer; Jin Yea Jang; Nathan Hodas
Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter

P17-2103 [bib] [notes]: Youngseo Son; Anneke Buffone; Joe Raso; Allegra Larche; Anthony Janocko; Kevin Zembroski; H. Andrew Schwartz; Lyle Ungar
Recognizing Counterfactual Thinking in Social Media Texts

P17-2104 [bib]: Mohammed Hasanuzzaman; Sabyasachi Kamila; Mandeep Kaur; Sriparna Saha; Asif Ekbal
Temporal Orientation of Tweets for Predicting Income of Users

P17-2105 [bib]: Alymzhan Toleu; Gulmira Tolegen; Aibek Makazhanov
Character-Aware Neural Morphological Disambiguation

P17-2106 [bib]: Xiang Yu; Ngoc Thang Vu
Character Composition Model with Convolutional Neural Networks for Dependency Parsing on Morphologically Rich Languages

P17-2107 [bib]: Željko Agić; Natalie Schluter
How (not) to train a dependency parser: The curious case of jackknifing part-of-speech taggers

Proceedings of ACL 2017, Student Research Workshop

P17-3 [bib]: Entire volume

P17-3000: Front Matter

P17-3001 [bib]: Facundo Carrillo
Computational Characterization of Mental States: A Natural Language Processing Approach

P17-3002 [bib]: Ganesh Jawahar
Improving Distributed Representations of Tweets - Present and Future

P17-3003 [bib]: Jeenu Grover; Pabitra Mitra
Bilingual Word Embeddings with Bucketed CNN for Parallel Sentence Extraction

P17-3004 [bib]: Nandan Sukthankar; Sanket Maharnawar; Pranay Deshmukh; Yashodhara Haribhakta; Vibhavari Kamble
nQuery - A Natural Language Statement to SQL Query Generator

P17-3005 [bib]: Nihal V. Nayak; Tanmay Chinchore; Aishwarya Hanumanth Rao; Shane Michael Martin; Sagar Nagaraj Simha; G. M. Lingaraju; H. S. Jamadagni
V for Vocab: An Intelligent Flashcard Application

P17-3006 [bib]: Sudha Rao
Are You Asking the Right Questions? Teaching Machines to Ask Clarification Questions

P17-3007 [bib]: Yui Suzuki; Tomoyuki Kajiwara; Mamoru Komachi
Building a Non-Trivial Paraphrase Corpus Using Multiple Machine Translation Systems

P17-3008 [bib]: Vasu Sharma; Ankita Bishnu; Labhesh Patel
Segmentation Guided Attention Networks for Visual Question Answering

P17-3009 [bib]: Kaixin Ma; Catherine Xiao; Jinho D. Choi
Text-based Speaker Identification on Multiparty Dialogues Using Multi-document Convolutional Neural Networks

P17-3010 [bib]: Hang Li; Haozheng Wang; Zhenglu Yang; Masato Odagaki
Variation Autoencoder Based Network Representation Learning for Classification

P17-3011 [bib]: Paul Michel; Okko Räsänen; Roland Thiollière; Emmanuel Dupoux
Blind Phoneme Segmentation With Temporal Prediction Errors

P17-3012 [bib]: Srishti Aggarwal; Radhika Mamidi
Automatic Generation of Jokes in Hindi

P17-3013 [bib]: Haoran Zhang; Diane Litman
Word Embedding for Response-To-Text Assessment of Evidence

P17-3014 [bib]: Katira Soleymanzadeh
Domain Specific Automatic Question Generation from Text

P17-3015 [bib]: Jose Ramirez; Matthew Garber; Xinhao Wang
SoccEval: An Annotation Schema for Rating Soccer Players

P17-3016 [bib]: Matthew Garber; Meital Singer; Christopher Ward
Accent Adaptation for the Air Traffic Control Domain

P17-3017 [bib]: Tina Fang; Martin Jaggi; Katerina Argyraki
Generating Steganographic Text with LSTMs

P17-3018 [bib]: Misato Hiraga
Predicting Depression for Japanese Blog Text

P17-3019 [bib]: Petr Babkin; Sergei Nirenburg
Fast Forward Through Opportunistic Incremental Meaning Representation Construction

P17-3020 [bib]: Shoetsu Sato; Naoki Yoshinaga; Masashi Toyoda; Masaru Kitsuregawa
Modeling Situations in Neural Chat Bots

P17-3021 [bib]: Kurt Junshean Espinosa
An Empirical Study on End-to-End Sentence Modelling

P17-3022 [bib]: Noa Na'aman; Hannah Provenza; Orion Montoya
Varying Linguistic Purposes of Emoji in (Twitter) Context

P17-3023 [bib]: Nan Wang
Negotiation of Antibiotic Treatment in Medical Consultations: A Corpus Based Study

Proceedings of ACL 2017, System Demonstrations

P17-4 [bib]: Entire volume

P17-4000: Front Matter

P17-4001 [bib]: Anita Ramm; Sharid Loáiciga; Annemarie Friedrich; Alexander Fraser
Annotating tense, mood and voice for English, French and German

P17-4002 [bib]: Iain Marshall; Joël Kuiper; Edward Banner; Byron C. Wallace
Automating Biomedical Evidence Synthesis: RobotReviewer

P17-4003 [bib]: Wei-Nan Zhang; Ting Liu; Bing Qin; Yu Zhang; Wanxiang Che; Yanyan Zhao; Xiao Ding
Benben: A Chinese Intelligent Conversational Robot

P17-4004 [bib]: Andreas Rücklé; Iryna Gurevych
End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights

P17-4005 [bib]: Dustin Arendt; Svitlana Volkova
ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media

P17-4006 [bib]: Johannes Hellrich; Udo Hahn
Exploring Diachronic Lexical Semantics with JeSemE

P17-4007 [bib]: Tuan Duc Nguyen; Khai Mai; Thai-Hoang Pham; Minh Trung Nguyen; Truc-Vien T. Nguyen; Takashi Eguchi; Ryohei Sasano; Satoshi Sekine
Extended Named Entity Recognition API and Its Applications in Language Education

P17-4008 [bib]: Marjan Ghazvininejad; Xing Shi; Jay Priyadarshi; Kevin Knight
Hafez: an Interactive Poetry Generation System

P17-4009 [bib]: Mennatallah El-Assady; Annette Hautli-Janisz; Valentin Gold; Miriam Butt; Katharina Holzinger; Daniel Keim
Interactive Visual Analysis of Transcribed Multi-Party Discourse

P17-4010 [bib]: Xiang Ren; Jiaming Shen; Meng Qu; Xuan Wang; Zeqiu Wu; Qi Zhu; Meng Jiang; Fangbo Tao; Saurabh Sinha; David Liem; Peipei Ping; Richard Weinshilboum; Jiawei Han
Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences

P17-4011 [bib]: Mariana Neves; Hendrik Folkerts; Marcel Jankrift; Julian Niedermeier; Toni Stachewicz; Sören Tietböhl; Milena Kraus; Matthias Uflacker
Olelo: A Question Answering Application for Biomedicine

P17-4012 [bib]: Guillaume Klein; Yoon Kim; Yuntian Deng; Jean Senellart; Alexander Rush
OpenNMT: Open-Source Toolkit for Neural Machine Translation

P17-4013 [bib]: Stefan Ultes; Lina M. Rojas Barahona; Pei-Hao Su; David Vandyke; Dongho Kim; Iñigo Casanueva; Paweł Budzianowski; Nikola Mrkšić; Tsung-Hsien Wen; Milica Gasic; Steve Young
PyDial: A Multi-domain Statistical Dialogue System Toolkit

P17-4014 [bib]: Kateryna Tymoshenko; Alessandro Moschitti; Massimo Nicosia; Aliaksei Severyn
RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic Text Pair Representations

P17-4015 [bib]: Jason Kessler
Scattertext: a Browser-Based Tool for Visualizing how Corpora Differ

P17-4016 [bib]: Erik Faessler; Udo Hahn
Semedico: A Comprehensive Semantic Search Engine for the Life Sciences

P17-4017 [bib]: Lei Cui; Shaohan Huang; Furu Wei; Chuanqi Tan; Chaoqun Duan; Ming Zhou
SuperAgent: A Customer Service Chatbot for E-commerce Websites

P17-4018 [bib]: Gus Hahn-Powell; Marco A. Valenzuela-Escárcega; Mihai Surdeanu
Swanson linking revisited: Accelerating literature-based discovery across domains using a conceptual influence graph

P17-4019 [bib]: Omri Abend; Shai Yerushalmi; Ari Rappoport
UCCAApp: Web-application for Syntactic and Semantic Phrase-based Annotation

P17-4020 [bib]: Niket Tandon; Gerard de Melo; Gerhard Weikum
WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation

P17-4021 [bib]: Farhad Bin Siddique; Onno Kampman; Yang Yang; Anik Dey; Pascale Fung
Zara Returns: Improved Personality Induction and Adaptation by an Empathetic Virtual Agent

Proceedings of ACL 2017, Tutorial Abstracts

P17-5 [bib]: Entire volume

P17-5000: Front Matter

P17-5001 [bib]: Hoifung Poon; Chris Quirk; Kristina Toutanova; Wen-tau Yih
NLP for Precision Medicine

P17-5002 [bib]: Louis-Philippe Morency; Tadas Baltrušaitis
Multimodal Machine Learning: Integrating Language, Vision and Speech

P17-5003 [bib]: Xiaodan Zhu; Edward Grefenstette
Deep Learning for Semantic Composition

P17-5004 [bib]: Yun-Nung Chen; Asli Celikyilmaz; Dilek Hakkani-Tür
Deep Learning for Dialogue Systems

P17-5005 [bib]: Valia Kordoni
Beyond Words: Deep Learning for Multiword Expressions and Collocations

P17-5006 [bib]: Jennifer Wortman Vaughan
Tutorial: Making Better Use of the Crowd