EMNLP 2016:Austin, Texas, USA

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016, Austin, Texas, USA, November 1-4, 2016. The Association for Computational Linguistics 【DBLP Link】

Paper Num: 265 || Session Num: 27

Parsing and Syntax (Long Papers) 4

1. Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles.

【Paper Link】 【Pages】:1-11

【Authors】: James Cross ; Liang Huang

2. Rule Extraction for Tree-to-Tree Transducers by Cost Minimization.

【Paper Link】 【Pages】:12-22

【Authors】: Pascual Martínez-Gómez ; Yusuke Miyao

3. A Neural Network for Coordination Boundary Prediction.

【Paper Link】 【Pages】:23-32

【Authors】: Jessica Ficler ; Yoav Goldberg

4. Using Left-corner Parsing to Encode Universal Structural Constraints in Grammar Induction.

【Paper Link】 【Pages】:33-43

【Authors】: Hiroshi Noji ; Yusuke Miyao ; Mark Johnson

Information Extraction (Long Papers) 4

5. Distinguishing Past, On-going, and Future Events: The EventStatus Corpus.

【Paper Link】 【Pages】:44-54

【Authors】: Ruihong Huang ; Ignacio Cases ; Dan Jurafsky ; Cleo Condoravdi ; Ellen Riloff

6. Nested Propositions in Open Information Extraction.

【Paper Link】 【Pages】:55-64

【Authors】: Nikita Bhutani ; H. V. Jagadish ; Dragomir R. Radev

7. A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification.

【Paper Link】 【Pages】:65-74

【Authors】: Yunlun Yang ; Yunhai Tong ; Shulei Ma ; Zhi-Hong Deng

8. Learning to Recognize Discontiguous Entities.

【Paper Link】 【Pages】:75-84

【Authors】: Aldrian Obaja Muis ; Wei Lu

Psycholinguistics / Machine Learning (Long Papers) 4

9. Modeling Human Reading with Neural Attention.

【Paper Link】 【Pages】:85-95

【Authors】: Michael Hahn ; Frank Keller

10. Comparing Computational Cognitive Models of Generalization in a Language Acquisition Task.

【Paper Link】 【Pages】:96-106

【Authors】: Libby Barak ; Adele E. Goldberg ; Suzanne Stevenson

11. Rationalizing Neural Predictions.

【Paper Link】 【Pages】:107-117

【Authors】: Tao Lei ; Regina Barzilay ; Tommi S. Jaakkola

12. Deep Multi-Task Learning with Shared Memory for Text Classification.

【Paper Link】 【Pages】:118-127

【Authors】: Pengfei Liu ; Xipeng Qiu ; Xuanjing Huang

Reading Comprehension and Question Answering (Long Papers) 4

13. Natural Language Comprehension with the EpiReader.

【Paper Link】 【Pages】:128-137

【Authors】: Adam Trischler ; Zheng Ye ; Xingdi Yuan ; Philip Bachman ; Alessandro Sordoni ; Kaheer Suleman

14. Creating Causal Embeddings for Question Answering with Minimal Supervision.

【Paper Link】 【Pages】:138-148

【Authors】: Rebecca Sharp ; Mihai Surdeanu ; Peter Jansen ; Peter Clark ; Michael Hammond

15. Improving Semantic Parsing via Answer Type Inference.

【Paper Link】 【Pages】:149-159

【Authors】: Semih Yavuz ; Izzeddin Gur ; Yu Su ; Mudhakar Srivatsa ; Xifeng Yan

16. Semantic Parsing to Probabilistic Programs for Situated Question Answering.

【Paper Link】 【Pages】:160-170

【Authors】: Jayant Krishnamurthy ; Oyvind Tafjord ; Aniruddha Kembhavi

Embeddings of Linguistic Structure (Long Papers) 4

17. Event participant modelling with neural networks.

【Paper Link】 【Pages】:171-182

【Authors】: Ottokar Tilk ; Vera Demberg ; Asad B. Sayeed ; Dietrich Klakow ; Stefan Thater

18. Context-Dependent Sense Embedding.

【Paper Link】 【Pages】:183-191

【Authors】: Lin Qiu ; Kewei Tu ; Yong Yu

19. Jointly Embedding Knowledge Graphs and Logical Rules.

【Paper Link】 【Pages】:192-202

【Authors】: Shu Guo ; Quan Wang ; Lihong Wang ; Bin Wang ; Li Guo

20. Learning Connective-based Word Representations for Implicit Discourse Relation Identification.

【Paper Link】 【Pages】:203-213

【Authors】: Chloé Braud ; Pascal Denis

Sentiment and Opinion Analysis (Long Papers) 4

21. Aspect Level Sentiment Classification with Deep Memory Network.

【Paper Link】 【Pages】:214-224

【Authors】: Duyu Tang ; Bing Qin ; Ting Liu

22. Lifelong-RL: Lifelong Relaxation Labeling for Separating Entities and Aspects in Opinion Targets.

【Paper Link】 【Pages】:225-235

【Authors】: Lei Shu ; Bing Liu ; Hu Xu ; Annice Kim

23. Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification.

【Paper Link】 【Pages】:236-246

【Authors】: Jianfei Yu ; Jing Jiang

24. Attention-based LSTM Network for Cross-Lingual Sentiment Classification.

【Paper Link】 【Pages】:247-256

【Authors】: Xinjie Zhou ; Xiaojun Wan ; Jianguo Xiao

Neural Machine Translation (Long + TACL Papers) 3

25. Neural versus Phrase-Based Machine Translation Quality: a Case Study.

【Paper Link】 【Pages】:257-267

【Authors】: Luisa Bentivogli ; Arianna Bisazza ; Mauro Cettolo ; Marcello Federico

26. Zero-Resource Translation with Multi-Lingual Neural Machine Translation.

【Paper Link】 【Pages】:268-277

【Authors】: Orhan Firat ; Baskaran Sankaran ; Yaser Al-Onaizan ; Fatos T. Yarman-Vural ; Kyunghyun Cho

27. Memory-enhanced Decoder for Neural Machine Translation.

【Paper Link】 【Pages】:278-286

【Authors】: Mingxuan Wang ; Zhengdong Lu ; Hang Li ; Qun Liu

Semi-supervised and Minimally Supervised Learning (Long + TACL Papers) 3

28. Semi-Supervised Learning of Sequence Models with Method of Moments.

【Paper Link】 【Pages】:287-296

【Authors】: Zita Marinho ; André F. T. Martins ; Shay B. Cohen ; Noah A. Smith

29. Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems.

【Paper Link】 【Pages】:297-306

【Authors】: Shyam Upadhyay ; Ming-Wei Chang ; Kai-Wei Chang ; Wen-tau Yih

30. TweeTime : A Minimally Supervised Method for Recognizing and Normalizing Time Expressions in Twitter.

【Paper Link】 【Pages】:307-318

【Authors】: Jeniya Tabassum ; Alan Ritter ; Wei Xu

Summarization and Generation (Long Papers) 4

31. Language as a Latent Variable: Discrete Generative Models for Sentence Compression.

【Paper Link】 【Pages】:319-328

【Authors】: Yishu Miao ; Phil Blunsom

32. Globally Coherent Text Generation with Neural Checklist Models.

【Paper Link】 【Pages】:329-339

【Authors】: Chloé Kiddon ; Luke Zettlemoyer ; Yejin Choi

33. A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs.

【Paper Link】 【Pages】:340-350

【Authors】: Kristina Toutanova ; Chris Brockett ; Ke M. Tran ; Saleema Amershi

34. PaCCSS-IT: A Parallel Corpus of Complex-Simple Sentences for Automatic Text Simplification.

【Paper Link】 【Pages】:351-361

【Authors】: Dominique Brunato ; Andrea Cimino ; Felice Dell'Orletta ; Giulia Venturi

Poster Session A 81

35. Discourse Parsing with Attention-based Hierarchical Neural Networks.

【Paper Link】 【Pages】:362-371

【Authors】: Qi Li ; Tianshi Li ; Baobao Chang

36. Multi-view Response Selection for Human-Computer Conversation.

【Paper Link】 【Pages】:372-381

【Authors】: Xiangyang Zhou ; Daxiang Dong ; Hua Wu ; Shiqi Zhao ; Dianhai Yu ; Hao Tian ; Xuan Liu ; Rui Yan

37. Variational Neural Discourse Relation Recognizer.

【Paper Link】 【Pages】:382-391

【Authors】: Biao Zhang ; Deyi Xiong ; Jinsong Su ; Qun Liu ; Rongrong Ji ; Hong Duan ; Min Zhang

38. Event Detection and Co-reference with Minimal Supervision.

【Paper Link】 【Pages】:392-402

【Authors】: Haoruo Peng ; Yangqiu Song ; Dan Roth

39. Learning Term Embeddings for Taxonomic Relation Identification Using Dynamic Weighting Neural Network.

【Paper Link】 【Pages】:403-413

【Authors】: Anh Tuan Luu ; Yi Tay ; Siu Cheung Hui ; See-Kiong Ng

40. Relation Schema Induction using Tensor Factorization with Side Information.

【Paper Link】 【Pages】:414-423

【Authors】: Madhav Nimishakavi ; Uday Singh Saini ; Partha P. Talukdar

41. Supervised Distributional Hypernym Discovery via Domain Adaptation.

【Paper Link】 【Pages】:424-435

【Authors】: Luis Espinosa Anke ; José Camacho-Collados ; Claudio Delli Bovi ; Horacio Saggion

42. Latent Tree Language Model.

【Paper Link】 【Pages】:436-446

【Authors】: Tomás Brychcín

43. Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics.

【Paper Link】 【Pages】:447-456

【Authors】: Douwe Kiela ; Anita Lilla Vero ; Stephen Clark

44. Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding.

【Paper Link】 【Pages】:457-468

【Authors】: Akira Fukui ; Dong Huk Park ; Daylen Yang ; Anna Rohrbach ; Trevor Darrell ; Marcus Rohrbach

45. The Structured Weighted Violations Perceptron Algorithm.

【Paper Link】 【Pages】:469-478

【Authors】: Rotem Dror ; Roi Reichart

46. How Transferable are Neural Networks in NLP Applications?

【Paper Link】 【Pages】:479-489

【Authors】: Lili Mou ; Zhao Meng ; Rui Yan ; Ge Li ; Yan Xu ; Lu Zhang ; Zhi Jin

47. Morphological Priors for Probabilistic Neural Word Embeddings.

【Paper Link】 【Pages】:490-500

【Authors】: Parminder Bhatia ; Robert Guthrie ; Jacob Eisenstein

48. Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation.

【Paper Link】 【Pages】:501-510

【Authors】: Wenbin Jiang ; Wen Zhang ; Jinan Xu ; Rangjia Cai

49. IRT-based Aggregation Model of Crowdsourced Pairwise Comparison for Evaluating Machine Translations.

【Paper Link】 【Pages】:511-520

【Authors】: Naoki Otani ; Toshiaki Nakazawa ; Daisuke Kawahara ; Sadao Kurohashi

50. Variational Neural Machine Translation.

【Paper Link】 【Pages】:521-530

【Authors】: Biao Zhang ; Deyi Xiong ; Jinsong Su ; Hong Duan ; Min Zhang

51. Towards a Convex HMM Surrogate for Word Alignment.

【Paper Link】 【Pages】:531-540

【Authors】: Andrei Simion ; Michael Collins ; Cliff Stein

52. Solving Verbal Questions in IQ Test by Knowledge-Powered Word Embedding.

【Paper Link】 【Pages】:541-550

【Authors】: Huazheng Wang ; Fei Tian ; Bin Gao ; Chengjieren Zhu ; Jiang Bian ; Tie-Yan Liu

53. Long Short-Term Memory-Networks for Machine Reading.

【Paper Link】 【Pages】:551-561

【Authors】: Jianpeng Cheng ; Li Dong ; Mirella Lapata

54. On Generating Characteristic-rich Question Sets for QA Evaluation.

【Paper Link】 【Pages】:562-572

【Authors】: Yu Su ; Huan Sun ; Brian Sadler ; Mudhakar Srivatsa ; Izzeddin Gur ; Zenghui Yan ; Xifeng Yan

55. Learning to Translate for Multilingual Question Answering.

【Paper Link】 【Pages】:573-584

【Authors】: Ferhan Türe ; Elizabeth Boschee

56. A Semiparametric Model for Bayesian Reader Identification.

【Paper Link】 【Pages】:585-594

【Authors】: Ahmed AbdelWahab ; Reinhold Kliegl ; Niels Landwehr

57. Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora.

【Paper Link】 【Pages】:595-605

【Authors】: William L. Hamilton ; Kevin Clark ; Jure Leskovec ; Dan Jurafsky

58. Attention-based LSTM for Aspect-level Sentiment Classification.

【Paper Link】 【Pages】:606-615

【Authors】: Yequan Wang ; Minlie Huang ; Xiaoyan Zhu ; Li Zhao

59. Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis.

【Paper Link】 【Pages】:616-626

【Authors】: Wenya Wang ; Sinno Jialin Pan ; Daniel Dahlmeier ; Xiaokui Xiao

60. Extracting Aspect Specific Opinion Expressions.

【Paper Link】 【Pages】:627-637

【Authors】: Abhishek Laddha ; Arjun Mukherjee

61. Emotion Distribution Learning from Texts.

【Paper Link】 【Pages】:638-647

【Authors】: Deyu Zhou ; Xuan Zhang ; Yin Zhou ; Quan Zhao ; Xin Geng

62. Building an Evaluation Scale using Item Response Theory.

【Paper Link】 【Pages】:648-657

【Authors】: John P. Lalor ; Hao Wu ; Hong Yu

63. WordRank: Learning Word Embeddings via Robust Ranking.

【Paper Link】 【Pages】:658-668

【Authors】: Shihao Ji ; Hyokun Yun ; Pinar Yanardag ; Shin Matsushima ; S. V. N. Vishwanathan

64. Exploring Semantic Representation in Brain Activity Using Word Embeddings.

【Paper Link】 【Pages】:669-679

【Authors】: Yu-Ping Ruan ; Zhen-Hua Ling ; Yu Hu

65. AMR Parsing with an Incremental Joint Model.

【Paper Link】 【Pages】:680-689

【Authors】: Junsheng Zhou ; Feiyu Xu ; Hans Uszkoreit ; Weiguang Qu ; Ran Li ; Yanhui Gu

66. Identifying Dogmatism in Social Media: Signals and Models.

【Paper Link】 【Pages】:690-699

【Authors】: Ethan Fast ; Eric Horvitz

【Paper Link】 【Pages】:700-710

【Authors】: Dong Zhou ; Séamus Lawless ; Xuan Wu ; Wenyu Zhao ; Jianxun Liu

68. Effective Greedy Inference for Graph-based Non-Projective Dependency Parsing.

【Paper Link】 【Pages】:711-720

【Authors】: Ilan Tchernowitz ; Liron Yedidsion ; Roi Reichart

69. Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary.

【Paper Link】 【Pages】:721-730

【Authors】: Qi Zhang ; Jin Qian ; Ya Guo ; Yaqian Zhou ; Xuanjing Huang

70. Neural Network for Heterogeneous Annotations.

【Paper Link】 【Pages】:731-741

【Authors】: Hongshen Chen ; Yue Zhang ; Qun Liu

71. LAMB: A Good Shepherd of Morphologically Rich Languages.

【Paper Link】 【Pages】:742-752

【Authors】: Sebastian Ebert ; Thomas Müller ; Hinrich Schütze

72. Fast Coupled Sequence Labeling on Heterogeneous Annotations via Context-aware Pruning.

【Paper Link】 【Pages】:753-762

【Authors】: Zhenghua Li ; Jiayuan Chao ; Min Zhang ; Jiwen Yang

73. Unsupervised Neural Dependency Parsing.

【Paper Link】 【Pages】:763-771

【Authors】: Yong Jiang ; Wenjuan Han ; Kewei Tu

74. Generating Coherent Summaries of Scientific Articles Using Coherence Patterns.

【Paper Link】 【Pages】:772-783

【Authors】: Daraksha Parveen ; Mohsen Mesgar ; Michael Strube

75. News Stream Summarization using Burst Information Networks.

【Paper Link】 【Pages】:784-794

【Authors】: Tao Ge ; Lei Cui ; Baobao Chang ; Sujian Li ; Ming Zhou ; Zhifang Sui

76. Rationale-Augmented Convolutional Neural Networks for Text Classification.

【Paper Link】 【Pages】:795-804

【Authors】: Ye Zhang ; Iain James Marshall ; Byron C. Wallace

77. Transferring User Interests Across Websites with Unstructured Text for Cold-Start Recommendation.

【Paper Link】 【Pages】:805-814

【Authors】: Yu-Yang Huang ; Shou-De Lin

78. Speculation and Negation Scope Detection via Convolutional Neural Networks.

【Paper Link】 【Pages】:815-825

【Authors】: Zhong Qian ; Peifeng Li ; Qiaoming Zhu ; Guodong Zhou ; Zhunchen Luo ; Wei Luo

79. Analyzing Linguistic Knowledge in Sequential Model of Sentence.

【Paper Link】 【Pages】:826-835

【Authors】: Peng Qian ; Xipeng Qiu ; Xuanjing Huang

80. Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter.

【Paper Link】 【Pages】:836-845

【Authors】: Qi Zhang ; Yang Wang ; Yeyun Gong ; Xuanjing Huang

81. Solving and Generating Chinese Character Riddles.

【Paper Link】 【Pages】:846-855

【Authors】: Chuanqi Tan ; Furu Wei ; Li Dong ; Weifeng Lv ; Ming Zhou

82. Structured prediction models for RNN based sequence labeling in clinical text.

【Paper Link】 【Pages】:856-865

【Authors】: Abhyuday Jagannatha ; Hong Yu

83. Learning to Represent Review with Tensor Decomposition for Spam Detection.

【Paper Link】 【Pages】:866-875

【Authors】: Xuepeng Wang ; Kang Liu ; Shizhu He ; Jun Zhao

84. Stance Detection with Bidirectional Conditional Encoding.

【Paper Link】 【Pages】:876-885

【Authors】: Isabelle Augenstein ; Tim Rocktäschel ; Andreas Vlachos ; Kalina Bontcheva

85. Modeling Skip-Grams for Event Detection with Convolutional Neural Networks.

【Paper Link】 【Pages】:886-891

【Authors】: Thien Huu Nguyen ; Ralph Grishman

86. Porting an Open Information Extraction System from English to German.

【Paper Link】 【Pages】:892-898

【Authors】: Tobias Falke ; Gabriel Stanovsky ; Iryna Gurevych ; Ido Dagan

87. Named Entity Recognition for Novel Types by Transfer Learning.

【Paper Link】 【Pages】:899-905

【Authors】: Lizhen Qu ; Gabriela Ferraro ; Liyuan Zhou ; Weiwei Hou ; Timothy Baldwin

88. Extracting Subevents via an Effective Two-phase Approach.

【Paper Link】 【Pages】:906-911

【Authors】: Allison Badgett ; Ruihong Huang

89. Gaussian Visual-Linguistic Embedding for Zero-Shot Recognition.

【Paper Link】 【Pages】:912-918

【Authors】: Tanmoy Mukherjee ; Timothy M. Hospedales

90. Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions.

【Paper Link】 【Pages】:919-924

【Authors】: Arijit Ray ; Gordon Christie ; Mohit Bansal ; Dhruv Batra ; Devi Parikh

91. Sort Story: Sorting Jumbled Images and Captions into Stories.

【Paper Link】 【Pages】:925-931

【Authors】: Harsh Agrawal ; Arjun Chandrasekaran ; Dhruv Batra ; Devi Parikh ; Mohit Bansal

92. Human Attention in Visual Question Answering: Do Humans and Deep Networks look at the same regions?

【Paper Link】 【Pages】:932-937

【Authors】: Abhishek Das ; Harsh Agrawal ; Larry Zitnick ; Devi Parikh ; Dhruv Batra

93. Recurrent Residual Learning for Sequence Classification.

【Paper Link】 【Pages】:938-943

【Authors】: Yiren Wang ; Fei Tian

94. Richer Interpolative Smoothing Based on Modified Kneser-Ney Language Modeling.

【Paper Link】 【Pages】:944-949

【Authors】: Ehsan Shareghi ; Trevor Cohn ; Gholamreza Haffari

95. A General Regularization Framework for Domain Adaptation.

【Paper Link】 【Pages】:950-954

【Authors】: Wei Lu ; Hai Leong Chieu ; Jonathan Löfgren

96. Coverage Embedding Models for Neural Machine Translation.

【Paper Link】 【Pages】:955-960

【Authors】: Haitao Mi ; Baskaran Sankaran ; Zhiguo Wang ; Abe Ittycheriah

97. Neural Morphological Analysis: Encoding-Decoding Canonical Segments.

【Paper Link】 【Pages】:961-967

【Authors】: Katharina Kann ; Ryan Cotterell ; Hinrich Schütze

98. Exploiting Mutual Benefits between Syntax and Semantic Roles using Neural Network.

【Paper Link】 【Pages】:968-974

【Authors】: Peng Shi ; Zhiyang Teng ; Yue Zhang

99. The Effects of Data Size and Frequency Range on Distributional Semantic Models.

【Paper Link】 【Pages】:975-980

【Authors】: Magnus Sahlgren ; Alessandro Lenci

100. Multi-Granularity Chinese Word Embedding.

【Paper Link】 【Pages】:981-986

【Authors】: Rongchao Yin ; Quan Wang ; Peng Li ; Rui Li ; Bin Wang

101. Numerically Grounded Language Models for Semantic Error Correction.

【Paper Link】 【Pages】:987-992

【Authors】: Georgios P. Spithourakis ; Isabelle Augenstein ; Sebastian Riedel

102. Towards Semi-Automatic Generation of Proposition Banks for Low-Resource Languages.

【Paper Link】 【Pages】:993-998

【Authors】: Alan Akbik ; Vishwajeet Kumar ; Yunyao Li

103. A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis.

【Paper Link】 【Pages】:999-1005

【Authors】: Sebastian Ruder ; Parsa Ghaffari ; John G. Breslin

104. Are Word Embedding-based Features Useful for Sarcasm Detection?

【Paper Link】 【Pages】:1006-1011

【Authors】: Aditya Joshi ; Vaibhav Tripathi ; Kevin Patel ; Pushpak Bhattacharyya ; Mark James Carman

105. Weakly Supervised Tweet Stance Classification by Relational Bootstrapping.

【Paper Link】 【Pages】:1012-1017

【Authors】: Javid Ebrahimi ; Dejing Dou ; Daniel Lowd

106. The Gun Violence Database: A new task and data set for NLP.

【Paper Link】 【Pages】:1018-1024

【Authors】: Ellie Pavlick ; Heng Ji ; Xiaoman Pan ; Chris Callison-Burch

107. Fluency detection on communication networks.

【Paper Link】 【Pages】:1025-1029

【Authors】: Tom Lippincott ; Benjamin Van Durme

108. Characterizing the Language of Online Communities and its Relation to Community Reception.

【Paper Link】 【Pages】:1030-1035

【Authors】: Trang Tran ; Mari Ostendorf

109. Joint Transition-based Dependency Parsing and Disfluency Detection for Automatic Speech Recognition Texts.

【Paper Link】 【Pages】:1036-1041

【Authors】: Masashi Yoshikawa ; Hiroyuki Shindo ; Yuji Matsumoto

110. Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems.

【Paper Link】 【Pages】:1042-1047

【Authors】: Dario Bertero ; Farhad Bin Siddique ; Chien-Sheng Wu ; Yan Wan ; Ricky Ho Yin Chan ; Pascale Fung

111. A Neural Network Architecture for Multilingual Punctuation Generation.

【Paper Link】 【Pages】:1048-1053

【Authors】: Miguel Ballesteros ; Leo Wanner

112. Neural Headline Generation on Abstract Meaning Representation.

【Paper Link】 【Pages】:1054-1059

【Authors】: Sho Takase ; Jun Suzuki ; Naoaki Okazaki ; Tsutomu Hirao ; Masaaki Nagata

113. Robust Gram Embeddings.

【Paper Link】 【Pages】:1060-1065

【Authors】: Taygun Kekec ; David M. J. Tax

114. SimpleScience: Lexical Simplification of Scientific Terminology.

【Paper Link】 【Pages】:1066-1071

【Authors】: Yea-Seul Kim ; Jessica Hullman ; Matthew Burgess ; Eytan Adar

115. Automatic Features for Essay Scoring - An Empirical Study.

【Paper Link】 【Pages】:1072-1077

【Authors】: Fei Dong ; Yue Zhang

Semantics and Semantic Parsing (Long Papers) 4

116. Semantic Parsing with Semi-Supervised Sequential Autoencoders.

【Paper Link】 【Pages】:1078-1087

【Authors】: Tomás Kociský ; Gábor Melis ; Edward Grefenstette ; Chris Dyer ; Wang Ling ; Phil Blunsom ; Karl Moritz Hermann

117. Equation Parsing : Mapping Sentences to Grounded Equations.

【Paper Link】 【Pages】:1088-1097

【Authors】: Subhro Roy ; Shyam Upadhyay ; Dan Roth

【Paper Link】 【Pages】:1098-1107

【Authors】: Jordan Sanders ; Eduardo Blanco

119. Understanding Negation in Positive Terms Using Syntactic Dependencies.

【Paper Link】 【Pages】:1108-1118

【Authors】: Zahra Sarabi ; Eduardo Blanco

NLP for Social Science and Health (Long + TACL Papers) 3

120. Demographic Dialectal Variation in Social Media: A Case Study of African-American English.

【Paper Link】 【Pages】:1119-1130

【Authors】: Su Lin Blodgett ; Lisa Green ; Brendan T. O'Connor

121. Understanding Language Preference for Expression of Opinion and Sentiment: What do Hindi-English Speakers do on Twitter?

【Paper Link】 【Pages】:1131-1141

【Authors】: Koustav Rudra ; Shruti Rijhwani ; Rafiya Begum ; Kalika Bali ; Monojit Choudhury ; Niloy Ganguly

122. Detecting and Characterizing Events.

【Paper Link】 【Pages】:1142-1152

【Authors】: Allison June-Barlow Chaney ; Hanna M. Wallach ; Matthew Connelly ; David M. Blei

Language Models (Long + TACL Papers) 2

123. Convolutional Neural Network Language Models.

【Paper Link】 【Pages】:1153-1162

【Authors】: Ngoc-Quan Pham ; Germán Kruszewski ; Gemma Boleda

124. Generalizing and Hybridizing Count-based and Neural Language Models.

【Paper Link】 【Pages】:1163-1172

【Authors】: Graham Neubig ; Chris Dyer

Text Generation (Long Papers) 4

125. Reasoning about Pragmatics with Neural Listeners and Speakers.

【Paper Link】 【Pages】:1173-1182

【Authors】: Jacob Andreas ; Dan Klein

126. Generating Topical Poetry.

【Paper Link】 【Pages】:1183-1191

【Authors】: Marjan Ghazvininejad ; Xing Shi ; Yejin Choi ; Kevin Knight

127. Deep Reinforcement Learning for Dialogue Generation.

【Paper Link】 【Pages】:1192-1202

【Authors】: Jiwei Li ; Will Monroe ; Alan Ritter ; Dan Jurafsky ; Michel Galley ; Jianfeng Gao

128. Neural Text Generation from Structured Data with Application to the Biography Domain.

【Paper Link】 【Pages】:1203-1213

【Authors】: Rémi Lebret ; David Grangier ; Michael Auli

Discourse and Document Structure (Long Papers) 4

129. What makes a convincing argument? Empirical analysis and detecting attributes of convincingness in Web argumentation.

【Paper Link】 【Pages】:1214-1223

【Authors】: Ivan Habernal ; Iryna Gurevych

130. Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level Attention.

【Paper Link】 【Pages】:1224-1233

【Authors】: Yang Liu ; Sujian Li

131. Antecedent Selection for Sluicing: Structure and Content.

【Paper Link】 【Pages】:1234-1243

【Authors】: Pranav Anand ; Daniel Hardt

132. Intra-Sentential Subject Zero Anaphora Resolution using Multi-Column Convolutional Neural Network.

【Paper Link】 【Pages】:1244-1254

【Authors】: Ryu Iida ; Kentaro Torisawa ; Jong-Hoon Oh ; Canasai Kruengkrai ; Julien Kloetzer

Machine Translation and Multilingual Applications (Long Papers) 4

133. An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages.

【Paper Link】 【Pages】:1255-1263

【Authors】: Antonios Anastasopoulos ; David Chiang ; Long Duong

134. HUME: Human UCCA-Based Evaluation of Machine Translation.

【Paper Link】 【Pages】:1264-1274

【Authors】: Alexandra Birch ; Omri Abend ; Ondrej Bojar ; Barry Haddow

135. Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping.

【Paper Link】 【Pages】:1275-1284

【Authors】: Jian Ni ; Radu Florian

136. Learning Crosslingual Word Embeddings without Bilingual Corpora.

【Paper Link】 【Pages】:1285-1295

【Authors】: Long Duong ; Hiroshi Kanayama ; Tengfei Ma ; Steven Bird ; Trevor Cohn

Neural Sequence-to-Sequence Models (Long Papers) 4

【Paper Link】 【Pages】:1296-1306

【Authors】: Sam Wiseman ; Alexander M. Rush

138. Online Segment to Segment Neural Transduction.

【Paper Link】 【Pages】:1307-1316

【Authors】: Lei Yu ; Jan Buys ; Phil Blunsom

139. Sequence-Level Knowledge Distillation.

【Paper Link】 【Pages】:1317-1327

【Authors】: Yoon Kim ; Alexander M. Rush

140. Controlling Output Length in Neural Encoder-Decoders.

【Paper Link】 【Pages】:1328-1338

【Authors】: Yuta Kikuchi ; Graham Neubig ; Ryohei Sasano ; Hiroya Takamura ; Manabu Okumura

Text Mining and NLP Applications (Long + TACL Papers) 3

【Paper Link】 【Pages】:1339-1347

【Authors】: Cole Peterson ; Alona Fyshe

142. All Fingers are not Equal: Intensity of References in Scientific Articles.

【Paper Link】 【Pages】:1348-1358

【Authors】: Tanmoy Chakraborty ; Ramasuri Narayanam

143. Improving Users' Demographic Prediction via the Videos They Talk about.

【Paper Link】 【Pages】:1359-1368

【Authors】: Yuan Wang ; Yang Xiao ; Chao Ma ; Zhen Xiao

Knowledge Base and Inference (Long Papers) 4

144. AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding.

【Paper Link】 【Pages】:1369-1378

【Authors】: Xiang Ren ; Wenqi He ; Meng Qu ; Lifu Huang ; Heng Ji ; Jiawei Han

145. Mining Inference Formulas by Goal-Directed Random Walks.

【Paper Link】 【Pages】:1379-1388

【Authors】: Zhuoyu Wei ; Jun Zhao ; Kang Liu

146. Lifted Rule Injection for Relation Embeddings.

【Paper Link】 【Pages】:1389-1399

【Authors】: Thomas Demeester ; Tim Rocktäschel ; Sebastian Riedel

147. Key-Value Memory Networks for Directly Reading Documents.

【Paper Link】 【Pages】:1400-1409

【Authors】: Alexander H. Miller ; Adam Fisch ; Jesse Dodge ; Amir-Hossein Karimi ; Antoine Bordes ; Jason Weston

Poster Session B 82

148. Analyzing Framing through the Casts of Characters in the News.

【Paper Link】 【Pages】:1410-1420

【Authors】: Dallas Card ; Justin H. Gross ; Amber E. Boydstun ; Noah A. Smith

149. The Teams Corpus and Entrainment in Multi-Party Spoken Dialogues.

【Paper Link】 【Pages】:1421-1431

【Authors】: Diane J. Litman ; Susannah B. F. Paletz ; Zahra Rahimi ; Stefani Allegretti ; Caitlin Rice

150. Personalized Emphasis Framing for Persuasive Message Generation.

【Paper Link】 【Pages】:1432-1441

【Authors】: Tao Ding ; Shimei Pan

151. Cross Sentence Inference for Process Knowledge.

【Paper Link】 【Pages】:1442-1451

【Authors】: Samuel Louvan ; Chetan Naik ; Sadhana Kumaravel ; Heeyoung Kwon ; Niranjan Balasubramanian ; Peter Clark

152. Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities.

【Paper Link】 【Pages】:1452-1461

【Authors】: Yi Yang ; Ming-Wei Chang ; Jacob Eisenstein

153. Phonologically Aware Neural Model for Named Entity Recognition in Low Resource Transfer Settings.

【Paper Link】 【Pages】:1462-1472

【Authors】: Akash Bharadwaj ; David R. Mortensen ; Chris Dyer ; Jaime G. Carbonell

154. Long-Short Range Context Neural Networks for Language Modeling.

【Paper Link】 【Pages】:1473-1481

【Authors】: Youssef Oualil ; Mittul Singh ; Clayton Greenberg ; Dietrich Klakow

155. Jointly Learning Grounded Task Structures from Language Instruction and Visual Demonstration.

【Paper Link】 【Pages】:1482-1492

【Authors】: Changsong Liu ; Shaohua Yang ; Sari Saba-Sadiya ; Nishant Shukla ; Yunzhong He ; Song-Chun Zhu ; Joyce Yue Chai

156. Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes.

【Paper Link】 【Pages】:1493-1503

【Authors】: Gordon Christie ; Ankit Laddha ; Aishwarya Agrawal ; Stanislaw Antol ; Yash Goyal ; Kevin Kochersberger ; Dhruv Batra

157. Charagram: Embedding Words and Sentences via Character n-grams.

【Paper Link】 【Pages】:1504-1515

【Authors】: John Wieting ; Mohit Bansal ; Kevin Gimpel ; Karen Livescu

158. Length bias in Encoder Decoder Models and a Case for Global Conditioning.

【Paper Link】 【Pages】:1516-1525

【Authors】: Pavel Sountsov ; Sunita Sarawagi

159. Does String-Based Neural MT Learn Source Syntax?

【Paper Link】 【Pages】:1526-1534

【Authors】: Xing Shi ; Inkit Padhi ; Kevin Knight

160. Exploiting Source-side Monolingual Data in Neural Machine Translation.

【Paper Link】 【Pages】:1535-1545

【Authors】: Jiajun Zhang ; Chengqing Zong

161. Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction.

【Paper Link】 【Pages】:1546-1556

【Authors】: Marcin Junczys-Dowmunt ; Roman Grundkiewicz

162. Incorporating Discrete Translation Lexicons into Neural Machine Translation.

【Paper Link】 【Pages】:1557-1567

【Authors】: Philip Arthur ; Graham Neubig ; Satoshi Nakamura

163. Transfer Learning for Low-Resource Neural Machine Translation.

【Paper Link】 【Pages】:1568-1575

【Authors】: Barret Zoph ; Deniz Yuret ; Jonathan May ; Kevin Knight

164. MixKMeans: Clustering Question-Answer Archives.

【Paper Link】 【Pages】:1576-1585

【Authors】: Deepak P

165. It Takes Three to Tango: Triangulation Approach to Answer Ranking in Community Question Answering.

【Paper Link】 【Pages】:1586-1597

【Authors】: Preslav Nakov ; Lluís Màrquez ; Francisco Guzmán

166. Character-Level Question Answering with Attention.

【Paper Link】 【Pages】:1598-1607

【Authors】: Xiaodong He ; David Golub

167. Learning to Generate Textual Data.

【Paper Link】 【Pages】:1608-1616

【Authors】: Guillaume Bouchard ; Pontus Stenetorp ; Sebastian Riedel

168. A Theme-Rewriting Approach for Generating Algebra Word Problems.

【Paper Link】 【Pages】:1617-1628

【Authors】: Rik Koncel-Kedziorski ; Ioannis Konstas ; Luke Zettlemoyer ; Hannaneh Hajishirzi

169. Context-Sensitive Lexicon Features for Neural Sentiment Analysis.

【Paper Link】 【Pages】:1629-1638

【Authors】: Zhiyang Teng ; Duy-Tin Vo ; Yue Zhang

170. Event-Driven Emotion Cause Extraction with Corpus Construction.

【Paper Link】 【Pages】:1639-1649

【Authors】: Lin Gui ; Dongyin Wu ; Ruifeng Xu ; Qin Lu ; Yu Zhou

171. Neural Sentiment Classification with User and Product Attention.

【Paper Link】 【Pages】:1650-1659

【Authors】: Huimin Chen ; Maosong Sun ; Cunchao Tu ; Yankai Lin ; Zhiyuan Liu

172. Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification.

【Paper Link】 【Pages】:1660-1669

【Authors】: Jiacheng Xu ; Danlu Chen ; Xipeng Qiu ; Xuanjing Huang

173. Deep Neural Networks with Massive Learned Knowledge.

【Paper Link】 【Pages】:1670-1679

【Authors】: Zhiting Hu ; Zichao Yang ; Ruslan Salakhutdinov ; Eric P. Xing

174. De-Conflated Semantic Representations.

【Paper Link】 【Pages】:1680-1690

【Authors】: Mohammad Taher Pilehvar ; Nigel Collier

175. Improving Sparse Word Representations with Distributional Inference for Semantic Composition.

【Paper Link】 【Pages】:1691-1702

【Authors】: Thomas Kober ; Julie Weeds ; Jeremy Reffin ; David J. Weir

176. Modelling Interaction of Sentence Pair with Coupled-LSTMs.

【Paper Link】 【Pages】:1703-1712

【Authors】: Pengfei Liu ; Xipeng Qiu ; Yaqian Zhou ; Jifan Chen ; Xuanjing Huang

177. Universal Decompositional Semantics on Universal Dependencies.

【Paper Link】 【Pages】:1713-1723

【Authors】: Aaron Steven White ; Drew Reisinger ; Keisuke Sakaguchi ; Tim Vieira ; Sheng Zhang ; Rachel Rudinger ; Kyle Rawlins ; Benjamin Van Durme

178. Friends with Motives: Using Text to Infer Influence on SCOTUS.

【Paper Link】 【Pages】:1724-1733

【Authors】: Yanchuan Sim ; Bryan R. Routledge ; Noah A. Smith

179. Verb Phrase Ellipsis Resolution Using Discriminative and Margin-Infused Algorithms.

【Paper Link】 【Pages】:1734-1743

【Authors】: Kian Kenyon-Dean ; Jackie Chi Kit Cheung ; Doina Precup

180. Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser.

【Paper Link】 【Pages】:1744-1753

【Authors】: Adhiguna Kuncoro ; Miguel Ballesteros ; Lingpeng Kong ; Chris Dyer ; Noah A. Smith

181. LSTM Shift-Reduce CCG Parsing.

【Paper Link】 【Pages】:1754-1764

【Authors】: Wenduan Xu

182. An Evaluation of Parser Robustness for Ungrammatical Sentences.

【Paper Link】 【Pages】:1765-1774

【Authors】: Homa B. Hashemi ; Rebecca Hwa

183. Neural Shift-Reduce CCG Semantic Parsing.

【Paper Link】 【Pages】:1775-1786

【Authors】: Dipendra Kumar Misra ; Yoav Artzi

184. Syntactic Parsing of Web Queries.

【Paper Link】 【Pages】:1787-1796

【Authors】: Xiangyan Sun ; Haixun Wang ; Yanghua Xiao ; Zhongyuan Wang

185. Unsupervised Text Recap Extraction for TV Series.

【Paper Link】 【Pages】:1797-1806

【Authors】: Hongliang Yu ; Shikun Zhang ; Louis-Philippe Morency

186. On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements.

【Paper Link】 【Pages】:1807-1816

【Authors】: Markus Dollmann ; Michaela Geierhos

187. Deceptive Review Spam Detection via Exploiting Task Relatedness and Unlabeled Data.

【Paper Link】 【Pages】:1817-1826

【Authors】: Zhen Hai ; Peilin Zhao ; Peng Cheng ; Peng Yang ; Xiao-Li Li ; Guangxia Li

188. Regularizing Text Categorization with Clusters of Words.

【Paper Link】 【Pages】:1827-1837

【Authors】: Konstantinos Skianis ; François Rousseau ; Michalis Vazirgiannis

【Paper Link】 【Pages】:1838-1848

【Authors】: Ji He ; Mari Ostendorf ; Xiaodong He ; Jianshu Chen ; Jianfeng Gao ; Lihong Li ; Li Deng

190. Non-Literal Text Reuse in Historical Texts: An Approach to Identify Reuse Transformations and its Application to Bible Reuse.

【Paper Link】 【Pages】:1849-1859

【Authors】: Maria Moritz ; Andreas Wiederhold ; Barbara Pavlek ; Yuri Bizzoni ; Marco Büchler

191. A Graph Degeneracy-based Approach to Keyword Extraction.

【Paper Link】 【Pages】:1860-1870

【Authors】: Antoine J.-P. Tixier ; Fragkiskos D. Malliaros ; Michalis Vazirgiannis

192. Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context.

【Paper Link】 【Pages】:1871-1881

【Authors】: Elliot Schumacher ; Maxine Eskénazi ; Gwen A. Frishkoff ; Kevyn Collins-Thompson

193. A Neural Approach to Automated Essay Scoring.

【Paper Link】 【Pages】:1882-1891

【Authors】: Kaveh Taghipour ; Hwee Tou Ng

194. Non-uniform Language Detection in Technical Writing.

【Paper Link】 【Pages】:1892-1900

【Authors】: Weibo Wang ; Abidalrahman Moh'd ; Aminul Islam ; Axel J. Soto ; Evangelos E. Milios

195. Adapting Grammatical Error Correction Based on the Native Language of Writers with Neural Network Joint Models.

【Paper Link】 【Pages】:1901-1911

【Authors】: Shamil Chollampatt ; Duc Tam Hoang ; Hwee Tou Ng

【Paper Link】 【Pages】:1912-1917

【Authors】: Anoop Kunchukuttan ; Pushpak Bhattacharyya

197. Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge.

【Paper Link】 【Pages】:1918-1923

【Authors】: Nicholas Locascio ; Karthik Narasimhan ; Eduardo DeLeon ; Nate Kushman ; Regina Barzilay

198. Supervised Keyphrase Extraction as Positive Unlabeled Learning.

【Paper Link】 【Pages】:1924-1929

【Authors】: Lucas Sterckx ; Cornelia Caragea ; Thomas Demeester ; Chris Develder

199. Learning to Answer Questions from Wikipedia Infoboxes.

【Paper Link】 【Pages】:1930-1935

【Authors】: Alvaro Morales ; Varot Premtoon ; Cordelia Avery ; Sue Felshin ; Boris Katz

200. Timeline extraction using distant supervision and joint inference.

【Paper Link】 【Pages】:1936-1942

【Authors】: Savelie Cornegruta ; Andreas Vlachos

201. Combining Supervised and Unsupervised Enembles for Knowledge Base Population.

【Paper Link】 【Pages】:1943-1948

【Authors】: Nazneen Fatema Rajani ; Raymond J. Mooney

202. Character Sequence Models for Colorful Words.

【Paper Link】 【Pages】:1949-1954

【Authors】: Kazuya Kawakami ; Chris Dyer ; Bryan R. Routledge ; Noah A. Smith

203. Analyzing the Behavior of Visual Question Answering Models.

【Paper Link】 【Pages】:1955-1960

【Authors】: Aishwarya Agrawal ; Dhruv Batra ; Devi Parikh

204. Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text.

【Paper Link】 【Pages】:1961-1966

【Authors】: Subhashini Venugopalan ; Lisa Anne Hendricks ; Raymond J. Mooney ; Kate Saenko

205. Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity.

【Paper Link】 【Pages】:1967-1972

【Authors】: Emmanuele Chersoni ; Enrico Santus ; Alessandro Lenci ; Philippe Blache ; Chu-Ren Huang

206. Speed-Accuracy Tradeoffs in Tagging with Variable-Order CRFs and Structured Sparsity.

【Paper Link】 【Pages】:1973-1978

【Authors】: Tim Vieira ; Ryan Cotterell ; Jason Eisner

207. Learning Robust Representations of Text.

【Paper Link】 【Pages】:1979-1985

【Authors】: Yitong Li ; Trevor Cohn ; Timothy Baldwin

208. Modified Dirichlet Distribution: Allowing Negative Parameters to Induce Stronger Sparsity.

【Paper Link】 【Pages】:1986-1991

【Authors】: Kewei Tu

209. Gated Word-Character Recurrent Language Model.

【Paper Link】 【Pages】:1992-1997

【Authors】: Yasumasa Miyamoto ; Kyunghyun Cho

210. Unsupervised Word Alignment by Agreement Under ITG Constraint.

【Paper Link】 【Pages】:1998-2004

【Authors】: Hidetaka Kamigaito ; Akihiro Tamura ; Hiroya Takamura ; Manabu Okumura ; Eiichiro Sumita

211. Training with Exploration Improves a Greedy Stack LSTM Parser.

【Paper Link】 【Pages】:2005-2010

【Authors】: Miguel Ballesteros ; Yoav Goldberg ; Chris Dyer ; Noah A. Smith

212. Capturing Argument Relationship for Chinese Semantic Role Labeling.

【Paper Link】 【Pages】:2011-2016

【Authors】: Lei Sha ; Sujian Li ; Baobao Chang ; Zhifang Sui ; Tingsong Jiang

213. BrainBench: A Brain-Image Test Suite for Distributional Semantic Models.

【Paper Link】 【Pages】:2017-2021

【Authors】: Haoyan Xu ; Brian Murphy ; Alona Fyshe

214. Evaluating Induced CCG Parsers on Grounded Semantic Parsing.

【Paper Link】 【Pages】:2022-2027

【Authors】: Yonatan Bisk ; Siva Reddy ; John Blitzer ; Julia Hockenmaier ; Mark Steedman

215. Vector-space models for PPDB paraphrase ranking in context.

【Paper Link】 【Pages】:2028-2034

【Authors】: Marianna Apidianaki

216. Interpreting Neural Networks to Improve Politeness Comprehension.

【Paper Link】 【Pages】:2035-2041

【Authors】: Malika Aubakirova ; Mohit Bansal

217. Does 'well-being' translate on Twitter?

【Paper Link】 【Pages】:2042-2047

【Authors】: Laura Smith ; Salvatore Giorgi ; Rishi Solanki ; Johannes C. Eichstaedt ; Hansen Andrew Schwartz ; Muhammad Abdul-Mageed ; Anneke Buffone ; Lyle H. Ungar

218. Beyond Canonical Texts: A Computational Analysis of Fanfiction.

【Paper Link】 【Pages】:2048-2053

【Authors】: Smitha Milli ; David Bamman

219. Using Syntactic and Semantic Context to Explore Psychodemographic Differences in Self-reference.

【Paper Link】 【Pages】:2054-2059

【Authors】: Masoud Rouhizadeh ; Lyle H. Ungar ; Anneke Buffone ; Hansen Andrew Schwartz

220. Learning to Identify Metaphors from a Corpus of Proverbs.

【Paper Link】 【Pages】:2060-2065

【Authors】: Gözde Özbal ; Carlo Strapparava ; Serra Sinem Tekiroglu ; Daniele Pighin

221. An Embedding Model for Predicting Roll-Call Votes.

【Paper Link】 【Pages】:2066-2070

【Authors】: Peter Kraft ; Hirsh Jain ; Alexander M. Rush

222. Natural Language Model Re-usability for Scaling to Different Domains.

【Paper Link】 【Pages】:2071-2076

【Authors】: Young-Bum Kim ; Alexandre Rochette ; Ruhi Sarikaya

223. Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling.

【Paper Link】 【Pages】:2077-2083

【Authors】: Gakuto Kurata ; Bing Xiang ; Bowen Zhou ; Mo Yu

224. AMR-to-text generation as a Traveling Salesman Problem.

【Paper Link】 【Pages】:2084-2089

【Authors】: Linfeng Song ; Yue Zhang ; Xiaochang Peng ; Zhiguo Wang ; Daniel Gildea

225. Learning to Capitalize with Character-Level Recurrent Neural Networks: An Empirical Study.

【Paper Link】 【Pages】:2090-2095

【Authors】: Raymond Hendy Susanto ; Hai Leong Chieu ; Wei Lu

226. The Effects of the Content of FOMC Communications on US Treasury Rates.

【Paper Link】 【Pages】:2096-2102

【Authors】: Christopher Rohlfs ; Sunandan Chakraborty ; Lakshminarayanan Subramanian

227. Learning to refine text based recommendations.

【Paper Link】 【Pages】:2103-2108

【Authors】: Youyang Gu ; Tao Lei ; Regina Barzilay ; Tommi S. Jaakkola

228. There's No Comparison: Reference-less Evaluation Metrics in Grammatical Error Correction.

【Paper Link】 【Pages】:2109-2115

【Authors】: Courtney Napoles ; Keisuke Sakaguchi ; Joel R. Tetreault

229. Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change.

【Paper Link】 【Pages】:2116-2121

【Authors】: William L. Hamilton ; Jure Leskovec ; Dan Jurafsky

Dialogue Systems (Long Papers) 4

230. How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation.

【Paper Link】 【Pages】:2122-2132

【Authors】: Chia-Wei Liu ; Ryan Lowe ; Iulian Serban ; Michael Noseworthy ; Laurent Charlin ; Joelle Pineau

231. Addressee and Response Selection for Multi-Party Conversation.

【Paper Link】 【Pages】:2133-2143

【Authors】: Hiroki Ouchi ; Yuta Tsuboi

232. Nonparametric Bayesian Models for Spoken Language Understanding.

【Paper Link】 【Pages】:2144-2152

【Authors】: Kei Wakabayashi ; Johane Takeuchi ; Kotaro Funakoshi ; Mikio Nakano

233. Conditional Generation and Snapshot Learning in Neural Dialogue Systems.

【Paper Link】 【Pages】:2153-2162

【Authors】: Tsung-Hsien Wen ; Milica Gasic ; Nikola Mrksic ; Lina Maria Rojas-Barahona ; Pei-Hao Su ; Stefan Ultes ; David Vandyke ; Steve J. Young

Semantic Similarity (Long Papers) 4

234. Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment.

【Paper Link】 【Pages】:2163-2172

【Authors】: Stephen Roller ; Katrin Erk

235. SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity.

【Paper Link】 【Pages】:2173-2182

【Authors】: Daniela Gerz ; Ivan Vulic ; Felix Hill ; Roi Reichart ; Anna Korhonen

236. POLY: Mining Relational Paraphrases from Multilingual Sentences.

【Paper Link】 【Pages】:2183-2192

【Authors】: Adam Grycner ; Gerhard Weikum

237. Exploiting Sentence Similarities for Better Alignments.

【Paper Link】 【Pages】:2193-2203

【Authors】: Tao Li ; Vivek Srikumar

Dependency Parsing (Long + TACL Papers) 2

238. Bi-directional Attention with Agreement for Dependency Parsing.

【Paper Link】 【Pages】:2204-2214

【Authors】: Hao Cheng ; Hao Fang ; Xiaodong He ; Jianfeng Gao ; Li Deng

239. Anchoring and Agreement in Syntactic Annotations.

【Paper Link】 【Pages】:2215-2224

【Authors】: Yevgeni Berzak ; Yan Huang ; Andrei Barbu ; Anna Korhonen ; Boris Katz

Short Paper Oral Session I 7

240. Tense Manages to Predict Implicative Behavior in Verbs.

【Paper Link】 【Pages】:2225-2229

【Authors】: Ellie Pavlick ; Chris Callison-Burch

241. Who did What: A Large-Scale Person-Centered Cloze Dataset.

【Paper Link】 【Pages】:2230-2235

【Authors】: Takeshi Onishi ; Hai Wang ; Mohit Bansal ; Kevin Gimpel ; David A. McAllester

242. Building compositional semantics and higher-order inference system for a wide-coverage Japanese CCG parser.

【Paper Link】 【Pages】:2236-2242

【Authors】: Koji Mineshima ; Ribeka Tanaka ; Pascual Martínez-Gómez ; Yusuke Miyao ; Daisuke Bekki

243. Learning to Generate Compositional Color Descriptions.

【Paper Link】 【Pages】:2243-2248

【Authors】: Will Monroe ; Noah D. Goodman ; Christopher Potts

244. A Decomposable Attention Model for Natural Language Inference.

【Paper Link】 【Pages】:2249-2255

【Authors】: Ankur P. Parikh ; Oscar Täckström ; Dipanjan Das ; Jakob Uszkoreit

245. Deep Reinforcement Learning for Mention-Ranking Coreference Models.

【Paper Link】 【Pages】:2256-2262

【Authors】: Kevin Clark ; Christopher D. Manning

246. A Stacking Gated Neural Architecture for Implicit Discourse Relation Classification.

【Paper Link】 【Pages】:2263-2270

【Authors】: Lianhui Qin ; Zhisong Zhang ; Hai Zhao

Short Paper Oral Session II 7

247. Insertion Position Selection Model for Flexible Non-Terminals in Dependency Tree-to-Tree Machine Translation.

【Paper Link】 【Pages】:2271-2277

【Authors】: Toshiaki Nakazawa ; John Richardson ; Sadao Kurohashi

248. Why Neural Translations are the Right Length.

【Paper Link】 【Pages】:2278-2282

【Authors】: Xing Shi ; Kevin Knight ; Deniz Yuret

249. Supervised Attentions for Neural Machine Translation.

【Paper Link】 【Pages】:2283-2288

【Authors】: Haitao Mi ; Zhiguo Wang ; Abe Ittycheriah

250. Learning principled bilingual mappings of word embeddings while preserving monolingual invariance.

【Paper Link】 【Pages】:2289-2294

【Authors】: Mikel Artetxe ; Gorka Labaka ; Eneko Agirre

251. Measuring the behavioral impact of machine translation quality improvements with A/B testing.

【Paper Link】 【Pages】:2295-2299

【Authors】: Ben Russell ; Duncan Gillespie

252. Creating a Large Benchmark for Open Information Extraction.

【Paper Link】 【Pages】:2300-2305

【Authors】: Gabriel Stanovsky ; Ido Dagan

253. Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition.

【Paper Link】 【Pages】:2306-2312

【Authors】: Changxing Wu ; Xiaodong Shi ; Yidong Chen ; Yanzhou Huang ; Jinsong Su

Short Paper Oral Session III 7

254. Transition-Based Dependency Parsing with Heuristic Backtracking.

【Paper Link】 【Pages】:2313-2318

【Authors】: Jacob Buckman ; Miguel Ballesteros ; Chris Dyer

255. Word Ordering Without Syntax.

【Paper Link】 【Pages】:2319-2324

【Authors】: Allen Schmaltz ; Alexander M. Rush ; Stuart M. Shieber

256. Morphological Segmentation Inside-Out.

【Paper Link】 【Pages】:2325-2330

【Authors】: Ryan Cotterell ; Arun Kumar ; Hinrich Schütze

257. Parsing as Language Modeling.

【Paper Link】 【Pages】:2331-2336

【Authors】: Do Kook Choe ; Eugene Charniak

258. Human-in-the-Loop Parsing.

【Paper Link】 【Pages】:2337-2342

【Authors】: Luheng He ; Julian Michael ; Mike Lewis ; Luke Zettlemoyer

259. Unsupervised Timeline Generation for Wikipedia History Articles.

【Paper Link】 【Pages】:2343-2349

【Authors】: Sandro Bauer ; Simone Teufel

【Paper Link】 【Pages】:2350-2354

【Authors】: Tingsong Jiang ; Tianyu Liu ; Tao Ge ; Lei Sha ; Sujian Li ; Baobao Chang ; Zhifang Sui

Best Papers 4

261. Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning.

【Paper Link】 【Pages】:2355-2365

【Authors】: Karthik Narasimhan ; Adam Yala ; Regina Barzilay

262. Global Neural CCG Parsing with Optimality Guarantees.

【Paper Link】 【Pages】:2366-2376

【Authors】: Kenton Lee ; Mike Lewis ; Luke Zettlemoyer

263. Learning a Lexicon and Translation Model from Phoneme Lattices.

【Paper Link】 【Pages】:2377-2382

【Authors】: Oliver Adams ; Graham Neubig ; Trevor Cohn ; Steven Bird ; Quoc Truong Do ; Satoshi Nakamura

264. SQuAD: 100, 000+ Questions for Machine Comprehension of Text.

【Paper Link】 【Pages】:2383-2392

【Authors】: Pranav Rajpurkar ; Jian Zhang ; Konstantin Lopyrev ; Percy Liang