54. ACL 2016:Berlin, Germany

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers. The Association for Computer Linguistics 【DBLP Link】

Paper Num: 231 || Session Num: 0

1. Noise reduction and targeted exploration in imitation learning for Abstract Meaning Representation parsing.

【Paper Link】 【Pages】:

【Authors】: James Goodman ; Andreas Vlachos ; Jason Naradowsky

2. Data Recombination for Neural Semantic Parsing.

【Paper Link】 【Pages】:

【Authors】: Robin Jia ; Percy Liang

3. Inferring Logical Forms From Denotations.

【Paper Link】 【Pages】:

【Authors】: Panupong Pasupat ; Percy Liang

4. Language to Logical Form with Neural Attention.

【Paper Link】 【Pages】:

【Authors】: Li Dong ; Mirella Lapata

5. Unsupervised Person Slot Filling based on Graph Mining.

【Paper Link】 【Pages】:

【Authors】: Dian Yu ; Heng Ji

6. A Multi-media Approach to Cross-lingual Entity Knowledge Transfer.

【Paper Link】 【Pages】:

【Authors】: Di Lu ; Xiaoman Pan ; Nima Pourdamghani ; Shih-Fu Chang ; Heng Ji ; Kevin Knight

7. Models and Inference for Prefix-Constrained Machine Translation.

【Paper Link】 【Pages】:

【Authors】: Joern Wuebker ; Spence Green ; John DeNero ; Sasa Hasan ; Minh-Thang Luong

8. Modeling Coverage for Neural Machine Translation.

【Paper Link】 【Pages】:

【Authors】: Zhaopeng Tu ; Zhengdong Lu ; Yang Liu ; Xiaohua Liu ; Hang Li

9. Improving Neural Machine Translation Models with Monolingual Data.

【Paper Link】 【Pages】:

【Authors】: Rico Sennrich ; Barry Haddow ; Alexandra Birch

10. Graph-Based Translation Via Graph Segmentation.

【Paper Link】 【Pages】:

【Authors】: Liangyou Li ; Andy Way ; Qun Liu

11. Incremental Acquisition of Verb Hypothesis Space towards Physical World Interaction.

【Paper Link】 【Pages】:

【Authors】: Lanbo She ; Joyce Yue Chai

12. Language Transfer Learning for Supervised Lexical Substitution.

【Paper Link】 【Pages】:

【Authors】: Gerold Hintz ; Chris Biemann

13. Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning.

【Paper Link】 【Pages】:

【Authors】: Yulia Tsvetkov ; Manaal Faruqui ; Wang Ling ; Brian MacWhinney ; Chris Dyer

14. Pointing the Unknown Words.

【Paper Link】 【Pages】:

【Authors】: Çaglar Gülçehre ; Sungjin Ahn ; Ramesh Nallapati ; Bowen Zhou ; Yoshua Bengio

15. Generalized Transition-based Dependency Parsing via Control Parameters.

【Paper Link】 【Pages】:

【Authors】: Bernd Bohnet ; Ryan T. McDonald ; Emily Pitler ; Ji Ma

16. A Transition-Based System for Joint Lexical and Syntactic Analysis.

【Paper Link】 【Pages】:

【Authors】: Matthieu Constant ; Joakim Nivre

17. Neural Greedy Constituent Parsing with Dynamic Oracles.

【Paper Link】 【Pages】:

【Authors】: Maximin Coavoux ; Benoît Crabbé

18. Literal and Metaphorical Senses in Compositional Distributional Semantic Models.

【Paper Link】 【Pages】:

【Authors】: E. Dario Gutiérrez ; Ekaterina Shutova ; Tyler Marghetis ; Benjamin Bergen

19. Idiom Token Classification using Sentential Distributed Semantics.

【Paper Link】 【Pages】:

【Authors】: Giancarlo Salton ; Robert J. Ross ; John D. Kelleher

20. Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings.

【Paper Link】 【Pages】:

【Authors】: Kazuma Hashimoto ; Yoshimasa Tsuruoka

21. Metaphor Detection with Topic Transition, Emotion and Cognition in Context.

【Paper Link】 【Pages】:

【Authors】: Hyeju Jang ; Yohan Jo ; Qinlan Shen ; Michael Miller ; Seungwhan Moon ; Carolyn Penstein Rosé

22. Compressing Neural Language Models by Sparse Word Representations.

【Paper Link】 【Pages】:

【Authors】: Yunchuan Chen ; Lili Mou ; Yan Xu ; Ge Li ; Zhi Jin

23. Intrinsic Subspace Evaluation of Word Embedding Representations.

【Paper Link】 【Pages】:

【Authors】: Yadollah Yaghoobzadeh ; Hinrich Schütze

24. On the Role of Seed Lexicons in Learning Bilingual Word Embeddings.

【Paper Link】 【Pages】:

【Authors】: Ivan Vulic ; Anna Korhonen

25. Liberal Event Extraction and Event Schema Induction.

【Paper Link】 【Pages】:

【Authors】: Lifu Huang ; Taylor Cassidy ; Xiaocheng Feng ; Heng Ji ; Clare R. Voss ; Jiawei Han ; Avirup Sil

26. Jointly Event Extraction and Visualization on Twitter via Probabilistic Modelling.

【Paper Link】 【Pages】:

【Authors】: Deyu Zhou ; Tianmeng Gao ; Yulan He

27. Using Sentence-Level LSTM Language Models for Script Inference.

【Paper Link】 【Pages】:

【Authors】: Karl Pichotta ; Raymond J. Mooney

28. Two Discourse Driven Language Models for Semantics.

【Paper Link】 【Pages】:

【Authors】: Haoruo Peng ; Dan Roth

29. Sentiment Domain Adaptation with Multiple Sources.

【Paper Link】 【Pages】:

【Authors】: Fangzhao Wu ; Yongfeng Huang

30. Connotation Frames: A Data-Driven Investigation.

【Paper Link】 【Pages】:

【Authors】: Hannah Rashkin ; Sameer Singh ; Yejin Choi

31. Bi-Transferring Deep Neural Networks for Domain Adaptation.

【Paper Link】 【Pages】:

【Authors】: Guangyou Zhou ; Zhiwen Xie ; Jimmy Xiangji Huang ; Tingting He

32. Document-level Sentiment Inference with Social, Faction, and Discourse Context.

【Paper Link】 【Pages】:

【Authors】: Eunsol Choi ; Hannah Rashkin ; Luke Zettlemoyer ; Yejin Choi

33. Active Learning for Dependency Parsing with Partial Annotation.

【Paper Link】 【Pages】:

【Authors】: Zhenghua Li ; Min Zhang ; Yue Zhang ; Zhanyi Liu ; Wenliang Chen ; Hua Wu ; Haifeng Wang

34. Dependency Parsing with Bounded Block Degree and Well-nestedness via Lagrangian Relaxation and Branch-and-Bound.

【Paper Link】 【Pages】:

【Authors】: Caio Corro ; Joseph Le Roux ; Mathieu Lacroix ; Antoine Rozenknop ; Roberto Wolfler Calvo

35. Query Expansion with Locally-Trained Word Embeddings.

【Paper Link】 【Pages】:

【Authors】: Fernando Diaz ; Bhaskar Mitra ; Nick Craswell

36. Together we stand: Siamese Networks for Similar Question Retrieval.

【Paper Link】 【Pages】:

【Authors】: Arpita Das ; Harish Yenala ; Manoj Kumar Chinnakotla ; Manish Shrivastava

37. News Citation Recommendation with Implicit and Explicit Semantics.

【Paper Link】 【Pages】:

【Authors】: Hao Peng ; Jing Liu ; Chin-Yew Lin

38. Grapheme-to-Phoneme Models for (Almost) Any Language.

【Paper Link】 【Pages】:

【Authors】: Aliya Deri ; Kevin Knight

39. Neural Word Segmentation Learning for Chinese.

【Paper Link】 【Pages】:

【Authors】: Deng Cai ; Hai Zhao

40. Transition-Based Neural Word Segmentation.

【Paper Link】 【Pages】:

【Authors】: Meishan Zhang ; Yue Zhang ; Guohong Fu

41. A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data.

【Paper Link】 【Pages】:

【Authors】: Adam Trischler ; Zheng Ye ; Xingdi Yuan ; Jing He ; Philip Bachman

42. Combining Natural Logic and Shallow Reasoning for Question Answering.

【Paper Link】 【Pages】:

【Authors】: Gabor Angeli ; Neha Nayak ; Christopher D. Manning

43. Easy Questions First? A Case Study on Curriculum Learning for Question Answering.

【Paper Link】 【Pages】:

【Authors】: Mrinmaya Sachan ; Eric P. Xing

44. Improved Representation Learning for Question Answer Matching.

【Paper Link】 【Pages】:

【Authors】: Ming Tan ; Cícero Nogueira dos Santos ; Bing Xiang ; Bowen Zhou

45. Tables as Semi-structured Knowledge for Question Answering.

【Paper Link】 【Pages】:

【Authors】: Sujay Kumar Jauhar ; Peter D. Turney ; Eduard H. Hovy

46. Neural Summarization by Extracting Sentences and Words.

【Paper Link】 【Pages】:

【Authors】: Jianpeng Cheng ; Mirella Lapata

47. Neural Networks For Negation Scope Detection.

【Paper Link】 【Pages】:

【Authors】: Federico Fancellu ; Adam Lopez ; Bonnie L. Webber

48. CSE: Conceptual Sentence Embeddings based on Attention Model.

【Paper Link】 【Pages】:

【Authors】: Yashen Wang ; Heyan Huang ; Chong Feng ; Qiang Zhou ; Jiahui Gu ; Xiong Gao

49. DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents.

【Paper Link】 【Pages】:

【Authors】: Zhao Yan ; Nan Duan ; Jun-Wei Bao ; Peng Chen ; Ming Zhou ; Zhoujun Li ; Jianshe Zhou

50. Investigating the Sources of Linguistic Alignment in Conversation.

【Paper Link】 【Pages】:

【Authors】: Gabriel Doyle ; Michael C. Frank

51. Entropy Converges Between Dialogue Participants: Explanations from an Information-Theoretic Perspective.

【Paper Link】 【Pages】:

【Authors】: Yang Xu ; David Reitter

52. Finding the Middle Ground - A Model for Planning Satisficing Answers.

【Paper Link】 【Pages】:

【Authors】: Sabine Janzen ; Wolfgang Maass ; Tobias Kowatsch

53. A Sentence Interaction Network for Modeling Dependence between Sentences.

【Paper Link】 【Pages】:

【Authors】: Biao Liu ; Minlie Huang

54. Towards more variation in text generation: Developing and evaluating variation models for choice of referential form.

【Paper Link】 【Pages】:

【Authors】: Thiago Castro Ferreira ; Emiel Krahmer ; Sander Wubben

55. How Much is 131 Million Dollars? Putting Numbers in Perspective with Compositional Descriptions.

【Paper Link】 【Pages】:

【Authors】: Arun Tejasvi Chaganty ; Percy Liang

56. Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus.

【Paper Link】 【Pages】:

【Authors】: Iulian Vlad Serban ; Alberto García-Durán ; Çaglar Gülçehre ; Sungjin Ahn ; Sarath Chandar ; Aaron C. Courville ; Yoshua Bengio

57. Latent Predictor Networks for Code Generation.

【Paper Link】 【Pages】:

【Authors】: Wang Ling ; Phil Blunsom ; Edward Grefenstette ; Karl Moritz Hermann ; Tomás Kociský ; Fumin Wang ; Andrew Senior

58. Easy Things First: Installments Improve Referring Expression Generation for Objects in Photographs.

【Paper Link】 【Pages】:

【Authors】: Sina Zarrieß ; David Schlangen

59. Collective Entity Resolution with Multi-Focal Attention.

【Paper Link】 【Pages】:

【Authors】: Amir Globerson ; Nevena Lazic ; Soumen Chakrabarti ; Amarnag Subramanya ; Michael Ringgaard ; Fernando Pereira

【Paper Link】 【Pages】:

【Authors】: Nafise Sadat Moosavi ; Michael Strube

61. Improving Coreference Resolution by Learning Entity-Level Distributed Representations.

【Paper Link】 【Pages】:

【Authors】: Kevin Clark ; Christopher D. Manning

62. Effects of Creativity and Cluster Tightness on Short Text Clustering Performance.

【Paper Link】 【Pages】:

【Authors】: Catherine Finegan-Dollak ; Reed Coke ; Rui Zhang ; Xiangyi Ye ; Dragomir R. Radev

63. Generative Topic Embedding: a Continuous Representation of Documents.

【Paper Link】 【Pages】:

【Authors】: Shaohua Li ; Tat-Seng Chua ; Jun Zhu ; Chunyan Miao

64. Detecting Common Discussion Topics Across Culture From News Reader Comments.

【Paper Link】 【Pages】:

【Authors】: Bei Shi ; Wai Lam ; Lidong Bing ; Yinqing Xu

65. A Discriminative Topic Model using Document Network Structure.

【Paper Link】 【Pages】:

【Authors】: Weiwei Yang ; Jordan L. Boyd-Graber ; Philip Resnik

66. AraSenTi: Large-Scale Twitter-Specific Arabic Sentiment Lexicons.

【Paper Link】 【Pages】:

【Authors】: Nora Al-Twairesh ; Hend Suliman Al-Khalifa ; Abdulmalik Alsalman

67. Unsupervised Multi-Author Document Decomposition Based on Hidden Markov Model.

【Paper Link】 【Pages】:

【Authors】: Khaled Aldebei ; Xiangjian He ; Wenjing Jia ; Jie Yang

68. Automatic Text Scoring Using Neural Networks.

【Paper Link】 【Pages】:

【Authors】: Dimitrios Alikaniotis ; Helen Yannakoudakis ; Marek Rei

69. Improved Semantic Parsers For If-Then Statements.

【Paper Link】 【Pages】:

【Authors】: I. Beltagy ; Chris Quirk

70. Universal Dependencies for Learner English.

【Paper Link】 【Pages】:

【Authors】: Yevgeni Berzak ; Jessica Kenney ; Carolyn Spadine ; Jing Xian Wang ; Lucia Lam ; Keiko Sophie Mori ; Sebastian Garza ; Boris Katz

71. Extracting token-level signals of syntactic processing from fMRI - with an application to PoS induction.

【Paper Link】 【Pages】:

【Authors】: Joachim Bingel ; Maria Barrett ; Anders Søgaard

72. Bidirectional Recurrent Convolutional Neural Network for Relation Classification.

【Paper Link】 【Pages】:

【Authors】: Rui Cai ; Xiaodong Zhang ; Houfeng Wang

73. Sentence Rewriting for Semantic Parsing.

【Paper Link】 【Pages】:

【Authors】: Bo Chen ; Le Sun ; Xianpei Han ; Bo An

74. Chinese Zero Pronoun Resolution with Deep Neural Networks.

【Paper Link】 【Pages】:

【Authors】: Chen Chen ; Vincent Ng

75. Constrained Multi-Task Learning for Automated Essay Scoring.

【Paper Link】 【Pages】:

【Authors】: Ronan Cummins ; Meng Zhang ; Ted Briscoe

76. CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases.

【Paper Link】 【Pages】:

【Authors】: Zihang Dai ; Lei Li ; Wei Xu

77. Verbs Taking Clausal and Non-Finite Arguments as Signals of Modality - Revisiting the Issue of Meaning Grounded in Syntax.

【Paper Link】 【Pages】:

【Authors】: Judith Eckle-Kohler

78. Tree-to-Sequence Attentional Neural Machine Translation.

【Paper Link】 【Pages】:

【Authors】: Akiko Eriguchi ; Kazuma Hashimoto ; Yoshimasa Tsuruoka

79. Coordination Annotation Extension in the Penn Tree Bank.

【Paper Link】 【Pages】:

【Authors】: Jessica Ficler ; Yoav Goldberg

80. Analyzing Biases in Human Perception of User Age and Gender from Text.

【Paper Link】 【Pages】:

【Authors】: Lucie Flekova ; Jordan Carpenter ; Salvatore Giorgi ; Lyle H. Ungar ; Daniel Preotiuc-Pietro

81. Modeling Social Norms Evolution for Personalized Sentiment Classification.

【Paper Link】 【Pages】:

【Authors】: Lin Gong ; Mohammad Al Boni ; Hongning Wang

82. Modeling Concept Dependencies in a Scientific Corpus.

【Paper Link】 【Pages】:

【Authors】: Jonathan Gordon ; Linhong Zhu ; Aram Galstyan ; Prem Natarajan ; Gully Burns

83. Normalized Log-Linear Interpolation of Backoff Language Models is Efficient.

【Paper Link】 【Pages】:

【Authors】: Kenneth Heafield ; Chase Geigle ; Sean Massung ; Lane Schwartz

84. How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation.

【Paper Link】 【Pages】:

【Authors】: Danqing Huang ; Shuming Shi ; Chin-Yew Lin ; Jian Yin ; Wei-Ying Ma

85. Embeddings for Word Sense Disambiguation: An Evaluation Study.

【Paper Link】 【Pages】:

【Authors】: Ignacio Iacobacci ; Mohammad Taher Pilehvar ; Roberto Navigli

86. Text Understanding with the Attention Sum Reader Network.

【Paper Link】 【Pages】:

【Authors】: Rudolf Kadlec ; Martin Schmid ; Ondrej Bajgar ; Jan Kleindienst

87. Investigating LSTMs for Joint Extraction of Opinion Entities and Relations.

【Paper Link】 【Pages】:

【Authors】: Arzoo Katiyar ; Claire Cardie

88. Transition-Based Left-Corner Parsing for Identifying PTB-Style Nonlocal Dependencies.

【Paper Link】 【Pages】:

【Authors】: Yoshihide Kato ; Shigeki Matsubara

89. Siamese CBOW: Optimizing Word Embeddings for Sentence Representations.

【Paper Link】 【Pages】:

【Authors】: Tom Kenter ; Alexey Borisov ; Maarten de Rijke

90. Unanimous Prediction for 100% Precision with Application to Learning Semantic Mappings.

【Paper Link】 【Pages】:

【Authors】: Fereshte Khani ; Martin C. Rinard ; Percy Liang

91. Exploring Convolutional and Recurrent Neural Networks in Sequential Labelling for Dialogue Topic Tracking.

【Paper Link】 【Pages】:

【Authors】: Seokhwan Kim ; Rafael E. Banchs ; Haizhou Li

92. Cross-Lingual Lexico-Semantic Transfer in Language Learning.

【Paper Link】 【Pages】:

【Authors】: Ekaterina Kochmar ; Ekaterina Shutova

93. A CALL System for Learning Preposition Usage.

【Paper Link】 【Pages】:

【Authors】: John Lee ; Donald Sturgeon ; Mengqi Luo

94. A Persona-Based Neural Conversation Model.

【Paper Link】 【Pages】:

【Authors】: Jiwei Li ; Michel Galley ; Chris Brockett ; Georgios P. Spithourakis ; Jianfeng Gao ; William B. Dolan

95. Discriminative Deep Random Walk for Network Classification.

【Paper Link】 【Pages】:

【Authors】: Juzheng Li ; Jun Zhu ; Bo Zhang

96. Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation.

【Paper Link】 【Pages】:

【Authors】: Nut Limsopatham ; Nigel Collier

97. Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora.

【Paper Link】 【Pages】:

【Authors】: Chunyang Liu ; Yang Liu ; Maosong Sun ; Huan-Bo Luan ; Heng Yu

98. Deep Fusion LSTMs for Text Semantic Matching.

【Paper Link】 【Pages】:

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

【Paper Link】 【Pages】:

【Authors】: Tong Liu ; Christopher Homan ; Cecilia Ovesdotter Alm ; Megan C. Lytle ; Ann Marie White ; Henry A. Kautz

100. Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models.

【Paper Link】 【Pages】:

【Authors】: Minh-Thang Luong ; Christopher D. Manning

101. End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF.

【Paper Link】 【Pages】:

【Authors】: Xuezhe Ma ; Eduard H. Hovy

102. Off-topic Response Detection for Spontaneous Spoken English Assessment.

【Paper Link】 【Pages】:

【Authors】: Andrey Malinin ; Rogier C. van Dalen ; Kate Knill ; Yu Wang ; Mark J. F. Gales

103. Synthesizing Compound Words for Machine Translation.

【Paper Link】 【Pages】:

【Authors】: Austin Matthews ; Eva Schlinger ; Alon Lavie ; Chris Dyer

104. Harnessing Cognitive Features for Sarcasm Detection.

【Paper Link】 【Pages】:

【Authors】: Abhijit Mishra ; Diptesh Kanojia ; Seema Nagar ; Kuntal Dey ; Pushpak Bhattacharyya

105. End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures.

【Paper Link】 【Pages】:

【Authors】: Makoto Miwa ; Mohit Bansal

106. A short proof that O_2 is an MCFL.

【Paper Link】 【Pages】:

【Authors】: Mark-Jan Nederhof

107. Context-aware Argumentative Relation Mining.

【Paper Link】 【Pages】:

【Authors】: Huy Nguyen ; Diane J. Litman

108. Leveraging Inflection Tables for Stemming and Lemmatization.

【Paper Link】 【Pages】:

【Authors】: Garrett Nicolai ; Grzegorz Kondrak

109. Scaling a Natural Language Generation System.

【Paper Link】 【Pages】:

【Authors】: Jonathan Pfeil ; Soumya Ray

110. ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling.

【Paper Link】 【Pages】:

【Authors】: Forough Poursabzi-Sangdeh ; Jordan L. Boyd-Graber ; Leah Findlater ; Kevin D. Seppi

【Paper Link】 【Pages】:

【Authors】: Vinodkumar Prabhakaran ; William L. Hamilton ; Daniel A. McFarland ; Dan Jurafsky

112. Compositional Sequence Labeling Models for Error Detection in Learner Writing.

【Paper Link】 【Pages】:

【Authors】: Marek Rei ; Helen Yannakoudakis

113. Neural Semantic Role Labeling with Dependency Path Embeddings.

【Paper Link】 【Pages】:

【Authors】: Michael Roth ; Mirella Lapata

114. Prediction of Prospective User Engagement with Intelligent Assistants.

【Paper Link】 【Pages】:

【Authors】: Shumpei Sano ; Nobuhiro Kaji ; Manabu Sassano

115. Resolving References to Objects in Photographs using the Words-As-Classifiers Model.

【Paper Link】 【Pages】:

【Authors】: David Schlangen ; Sina Zarrieß ; Casey Kennington

116. RBPB: Regularization-Based Pattern Balancing Method for Event Extraction.

【Paper Link】 【Pages】:

【Authors】: Lei Sha ; Jing Liu ; Chin-Yew Lin ; Sujian Li ; Baobao Chang ; Zhifang Sui

117. Neural Network-Based Model for Japanese Predicate Argument Structure Analysis.

【Paper Link】 【Pages】:

【Authors】: Tomohide Shibata ; Daisuke Kawahara ; Sadao Kurohashi

118. Addressing Limited Data for Textual Entailment Across Domains.

【Paper Link】 【Pages】:

【Authors】: Chaitanya P. Shivade ; Preethi Raghavan ; Siddharth Patwardhan

119. Annotating and Predicting Non-Restrictive Noun Phrase Modifications.

【Paper Link】 【Pages】:

【Authors】: Gabriel Stanovsky ; Ido Dagan

120. Bilingual Segmented Topic Model.

【Paper Link】 【Pages】:

【Authors】: Akihiro Tamura ; Eiichiro Sumita

121. Learning Semantically and Additively Compositional Distributional Representations.

【Paper Link】 【Pages】:

【Authors】: Ran Tian ; Naoaki Okazaki ; Kentaro Inui

122. Inner Attention based Recurrent Neural Networks for Answer Selection.

【Paper Link】 【Pages】:

【Authors】: Bingning Wang ; Kang Liu ; Jun Zhao

123. Relation Classification via Multi-Level Attention CNNs.

【Paper Link】 【Pages】:

【Authors】: Linlin Wang ; Zhu Cao ; Gerard de Melo ; Zhiyuan Liu

124. Knowledge Base Completion via Coupled Path Ranking.

【Paper Link】 【Pages】:

【Authors】: Quan Wang ; Jing Liu ; Yuanfei Luo ; Bin Wang ; Chin-Yew Lin

125. Larger-Context Language Modelling with Recurrent Neural Network.

【Paper Link】 【Pages】:

【Authors】: Tian Wang ; Kyunghyun Cho

126. The Creation and Analysis of a Website Privacy Policy Corpus.

【Paper Link】 【Pages】:

【Authors】: Shomir Wilson ; Florian Schaub ; Aswarth Abhilash Dara ; Frederick Liu ; Sushain Cherivirala ; Pedro Giovanni Leon ; Mads Schaarup Andersen ; Sebastian Zimmeck ; Kanthashree Mysore Sathyendra ; N. Cameron Russell ; Thomas B. Norton ; Eduard H. Hovy ; Joel R. Reidenberg ; Norman M. Sadeh

127. Sequence-based Structured Prediction for Semantic Parsing.

【Paper Link】 【Pages】:

【Authors】: Chunyang Xiao ; Marc Dymetman ; Claire Gardent

128. Learning Word Meta-Embeddings.

【Paper Link】 【Pages】:

【Authors】: Wenpeng Yin ; Hinrich Schütze

129. Towards Constructing Sports News from Live Text Commentary.

【Paper Link】 【Pages】:

【Authors】: Jianmin Zhang ; Jin-ge Yao ; Xiaojun Wan

130. A Continuous Space Rule Selection Model for Syntax-based Statistical Machine Translation.

【Paper Link】 【Pages】:

【Authors】: Jingyi Zhang ; Masao Utiyama ; Eiichiro Sumita ; Graham Neubig ; Satoshi Nakamura

131. Probabilistic Graph-based Dependency Parsing with Convolutional Neural Network.

【Paper Link】 【Pages】:

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

132. A Search-Based Dynamic Reranking Model for Dependency Parsing.

【Paper Link】 【Pages】:

【Authors】: Hao Zhou ; Yue Zhang ; Shujian Huang ; Junsheng Zhou ; Xinyu Dai ; Jiajun Chen

133. Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning.

【Paper Link】 【Pages】:

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

134. Segment-Level Sequence Modeling using Gated Recursive Semi-Markov Conditional Random Fields.

【Paper Link】 【Pages】:

【Authors】: Jingwei Zhuo ; Yong Cao ; Jun Zhu ; Bo Zhang ; Zaiqing Nie

135. Identifying Causal Relations Using Parallel Wikipedia Articles.

【Paper Link】 【Pages】:

【Authors】: Christopher Hidey ; Kathy McKeown

136. Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text.

【Paper Link】 【Pages】:

【Authors】: Kristina Toutanova ; Victoria Lin ; Wen-tau Yih ; Hoifung Poon ; Chris Quirk

137. Commonsense Knowledge Base Completion.

【Paper Link】 【Pages】:

【Authors】: Xiang Li ; Aynaz Taheri ; Lifu Tu ; Kevin Gimpel

138. Simpler Context-Dependent Logical Forms via Model Projections.

【Paper Link】 【Pages】:

【Authors】: Reginald Long ; Panupong Pasupat ; Percy Liang

139. A Fast Unified Model for Parsing and Sentence Understanding.

【Paper Link】 【Pages】:

【Authors】: Samuel R. Bowman ; Jon Gauthier ; Abhinav Rastogi ; Raghav Gupta ; Christopher D. Manning ; Christopher Potts

140. Investigating Language Universal and Specific Properties in Word Embeddings.

【Paper Link】 【Pages】:

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

141. Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change.

【Paper Link】 【Pages】:

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

142. Beyond Plain Spatial Knowledge: Determining Where Entities Are and Are Not Located, and For How Long.

【Paper Link】 【Pages】:

【Authors】: Alakananda Vempala ; Eduardo Blanco

143. LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning.

【Paper Link】 【Pages】:

【Authors】: Andrew Bennett ; Timothy Baldwin ; Jey Han Lau ; Diana McCarthy ; Francis Bond

144. The LAMBADA dataset: Word prediction requiring a broad discourse context.

【Paper Link】 【Pages】:

【Authors】: Denis Paperno ; Germán Kruszewski ; Angeliki Lazaridou ; Quan Ngoc Pham ; Raffaella Bernardi ; Sandro Pezzelle ; Marco Baroni ; Gemma Boleda ; Raquel Fernández

145. WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia.

【Paper Link】 【Pages】:

【Authors】: Daniel Hewlett ; Alexandre Lacoste ; Llion Jones ; Illia Polosukhin ; Andrew Fandrianto ; Jay Han ; Matthew Kelcey ; David Berthelot

146. Optimizing Spectral Learning for Parsing.

【Paper Link】 【Pages】:

【Authors】: Shashi Narayan ; Shay B. Cohen

147. Stack-propagation: Improved Representation Learning for Syntax.

【Paper Link】 【Pages】:

【Authors】: Yuan Zhang ; David Weiss

148. Inferring Perceived Demographics from User Emotional Tone and User-Environment Emotional Contrast.

【Paper Link】 【Pages】:

【Authors】: Svitlana Volkova ; Yoram Bachrach

149. Prototype Synthesis for Model Laws.

【Paper Link】 【Pages】:

【Authors】: Matthew Burgess ; Eugenia Giraudy ; Eytan Adar

150. Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTM.

【Paper Link】 【Pages】:

【Authors】: Ivan Habernal ; Iryna Gurevych

151. Discovery of Treatments from Text Corpora.

【Paper Link】 【Pages】:

【Authors】: Christian Fong ; Justin Grimmer

152. Learning Structured Predictors from Bandit Feedback for Interactive NLP.

【Paper Link】 【Pages】:

【Authors】: Artem Sokolov ; Julia Kreutzer ; Christopher Lo ; Stefan Riezler

153. Deep Reinforcement Learning with a Natural Language Action Space.

【Paper Link】 【Pages】:

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

154. Incorporating Copying Mechanism in Sequence-to-Sequence Learning.

【Paper Link】 【Pages】:

【Authors】: Jiatao Gu ; Zhengdong Lu ; Hang Li ; Victor O. K. Li

155. Cross-domain Text Classification with Multiple Domains and Disparate Label Sets.

【Paper Link】 【Pages】:

【Authors】: Himanshu Sharad Bhatt ; Manjira Sinha ; Shourya Roy

156. Morphological Smoothing and Extrapolation of Word Embeddings.

【Paper Link】 【Pages】:

【Authors】: Ryan Cotterell ; Hinrich Schütze ; Jason Eisner

157. Cross-lingual Models of Word Embeddings: An Empirical Comparison.

【Paper Link】 【Pages】:

【Authors】: Shyam Upadhyay ; Manaal Faruqui ; Chris Dyer ; Dan Roth

158. Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning.

【Paper Link】 【Pages】:

【Authors】: Ekaterina Vylomova ; Laura Rimell ; Trevor Cohn ; Timothy Baldwin

159. Minimum Risk Training for Neural Machine Translation.

【Paper Link】 【Pages】:

【Authors】: Shiqi Shen ; Yong Cheng ; Zhongjun He ; Wei He ; Hua Wu ; Maosong Sun ; Yang Liu

160. A Character-level Decoder without Explicit Segmentation for Neural Machine Translation.

【Paper Link】 【Pages】:

【Authors】: Junyoung Chung ; Kyunghyun Cho ; Yoshua Bengio

161. Target-Side Context for Discriminative Models in Statistical Machine Translation.

【Paper Link】 【Pages】:

【Authors】: Ales Tamchyna ; Alexander M. Fraser ; Ondrej Bojar ; Marcin Junczys-Dowmunt

162. Neural Machine Translation of Rare Words with Subword Units.

【Paper Link】 【Pages】:

【Authors】: Rico Sennrich ; Barry Haddow ; Alexandra Birch

163. Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network.

【Paper Link】 【Pages】:

【Authors】: Jifan Chen ; Qi Zhang ; Pengfei Liu ; Xipeng Qiu ; Xuanjing Huang

164. Model Architectures for Quotation Detection.

【Paper Link】 【Pages】:

【Authors】: Christian Scheible ; Roman Klinger ; Sebastian Padó

165. Speech Act Modeling of Written Asynchronous Conversations with Task-Specific Embeddings and Conditional Structured Models.

【Paper Link】 【Pages】:

【Authors】: Shafiq R. Joty ; Enamul Hoque

166. Situation entity types: automatic classification of clause-level aspect.

【Paper Link】 【Pages】:

【Authors】: Annemarie Friedrich ; Alexis Palmer ; Manfred Pinkal

167. Learning Prototypical Event Structure from Photo Albums.

【Paper Link】 【Pages】:

【Authors】: Antoine Bosselut ; Jianfu Chen ; David Warren ; Hannaneh Hajishirzi ; Yejin Choi

168. Cross-Lingual Image Caption Generation.

【Paper Link】 【Pages】:

【Authors】: Takashi Miyazaki ; Nobuyuki Shimizu

169. Learning Concept Taxonomies from Multi-modal Data.

【Paper Link】 【Pages】:

【Authors】: Hao Zhang ; Zhiting Hu ; Yuntian Deng ; Mrinmaya Sachan ; Zhicheng Yan ; Eric P. Xing

170. Generating Natural Questions About an Image.

【Paper Link】 【Pages】:

【Authors】: Nasrin Mostafazadeh ; Ishan Misra ; Jacob Devlin ; Margaret Mitchell ; Xiaodong He ; Lucy Vanderwende

171. Physical Causality of Action Verbs in Grounded Language Understanding.

【Paper Link】 【Pages】:

【Authors】: Qiaozi Gao ; Malcolm Doering ; Shaohua Yang ; Joyce Yue Chai

172. Optimizing an Approximation of ROUGE - a Problem-Reduction Approach to Extractive Multi-Document Summarization.

【Paper Link】 【Pages】:

【Authors】: Maxime Peyrard ; Judith Eckle-Kohler

173. Phrase Structure Annotation and Parsing for Learner English.

【Paper Link】 【Pages】:

【Authors】: Ryo Nagata ; Keisuke Sakaguchi

174. A Trainable Spaced Repetition Model for Language Learning.

【Paper Link】 【Pages】:

【Authors】: Burr Settles ; Brendan Meeder

175. User Modeling in Language Learning with Macaronic Texts.

【Paper Link】 【Pages】:

【Authors】: Adithya Renduchintala ; Rebecca Knowles ; Philipp Koehn ; Jason Eisner

176. On the Similarities Between Native, Non-native and Translated Texts.

【Paper Link】 【Pages】:

【Authors】: Ella Rabinovich ; Sergiu Nisioi ; Noam Ordan ; Shuly Wintner

177. Learning Text Pair Similarity with Context-sensitive Autoencoders.

【Paper Link】 【Pages】:

【Authors】: Hadi Amiri ; Philip Resnik ; Jordan L. Boyd-Graber ; Hal Daumé III

178. Linguistic Benchmarks of Online News Article Quality.

【Paper Link】 【Pages】:

【Authors】: Ioannis Arapakis ; Filipa Peleja ; Barla Berkant Cambazoglu ; João Magalhães

179. Alleviating Poor Context with Background Knowledge for Named Entity Disambiguation.

【Paper Link】 【Pages】:

【Authors】: Ander Barrena ; Aitor Soroa ; Eneko Agirre

180. Mining Paraphrasal Typed Templates from a Plain Text Corpus.

【Paper Link】 【Pages】:

【Authors】: Or Biran ; Terra Blevins ; Kathleen McKeown

【Paper Link】 【Pages】:

【Authors】: Anders Björkelund ; Agnieszka Falenska ; Wolfgang Seeker ; Jonas Kuhn

182. MUTT: Metric Unit TesTing for Language Generation Tasks.

【Paper Link】 【Pages】:

【Authors】: William Boag ; Renan Campos ; Kate Saenko ; Anna Rumshisky

183. N-gram language models for massively parallel devices.

【Paper Link】 【Pages】:

【Authors】: Nikolay Bogoychev ; Adam Lopez

184. Cross-Lingual Morphological Tagging for Low-Resource Languages.

【Paper Link】 【Pages】:

【Authors】: Jan Buys ; Jan A. Botha

185. Semi-Supervised Learning for Neural Machine Translation.

【Paper Link】 【Pages】:

【Authors】: Yong Cheng ; Wei Xu ; Zhongjun He ; Wei He ; Hua Wu ; Maosong Sun ; Yang Liu

186. Strategies for Training Large Vocabulary Neural Language Models.

【Paper Link】 【Pages】:

【Authors】: Wenlin Chen ; David Grangier ; Michael Auli

187. Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time.

【Paper Link】 【Pages】:

【Authors】: Silvio Cordeiro ; Carlos Ramisch ; Marco Idiart ; Aline Villavicencio

188. Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints.

【Paper Link】 【Pages】:

【Authors】: Greg Durrett ; Taylor Berg-Kirkpatrick ; Dan Klein

189. Set-Theoretic Alignment for Comparable Corpora.

【Paper Link】 【Pages】:

【Authors】: Thierry Etchegoyhen ; Andoni Azpeitia

190. Jointly Learning to Embed and Predict with Multiple Languages.

【Paper Link】 【Pages】:

【Authors】: Daniel C. Ferreira ; André F. T. Martins ; Mariana S. C. Almeida

191. Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization.

【Paper Link】 【Pages】:

【Authors】: Lucie Flekova ; Iryna Gurevych

192. Efficient techniques for parsing with tree automata.

【Paper Link】 【Pages】:

【Authors】: Jonas Groschwitz ; Alexander Koller ; Mark Johnson

193. A Vector Space for Distributional Semantics for Entailment.

【Paper Link】 【Pages】:

【Authors】: James Henderson ; Diana Nicoleta Popa

194. Hidden Softmax Sequence Model for Dialogue Structure Analysis.

【Paper Link】 【Pages】:

【Authors】: Zhiyang He ; Xien Liu ; Ping Lv ; Ji Wu

195. Summarizing Source Code using a Neural Attention Model.

【Paper Link】 【Pages】:

【Authors】: Srinivasan Iyer ; Ioannis Konstas ; Alvin Cheung ; Luke Zettlemoyer

196. Continuous Profile Models in ASL Syntactic Facial Expression Synthesis.

【Paper Link】 【Pages】:

【Authors】: Hernisa Kacorri ; Matt Huenerfauth

197. Evaluating Sentiment Analysis in the Context of Securities Trading.

【Paper Link】 【Pages】:

【Authors】: Siavash Kazemian ; Shunan Zhao ; Gerald Penn

198. Edge-Linear First-Order Dependency Parsing with Undirected Minimum Spanning Tree Inference.

【Paper Link】 【Pages】:

【Authors】: Effi Levi ; Roi Reichart ; Ari Rappoport

199. Topic Extraction from Microblog Posts Using Conversation Structures.

【Paper Link】 【Pages】:

【Authors】: Jing Li ; Ming Liao ; Wei Gao ; Yulan He ; Kam-Fai Wong

200. Neural Relation Extraction with Selective Attention over Instances.

【Paper Link】 【Pages】:

【Authors】: Yankai Lin ; Shiqi Shen ; Zhiyuan Liu ; Huanbo Luan ; Maosong Sun

201. Leveraging FrameNet to Improve Automatic Event Detection.

【Paper Link】 【Pages】:

【Authors】: Shulin Liu ; Yubo Chen ; Shizhu He ; Kang Liu ; Jun Zhao

202. Learning To Use Formulas To Solve Simple Arithmetic Problems.

【Paper Link】 【Pages】:

【Authors】: Arindam Mitra ; Chitta Baral

203. Unravelling Names of Fictional Characters.

【Paper Link】 【Pages】:

【Authors】: Katerina Papantoniou ; Stasinos Konstantopoulos

204. Most "babies" are "little" and most "problems" are "huge": Compositional Entailment in Adjective-Nouns.

【Paper Link】 【Pages】:

【Authors】: Ellie Pavlick ; Chris Callison-Burch

205. Modeling Stance in Student Essays.

【Paper Link】 【Pages】:

【Authors】: Isaac Persing ; Vincent Ng

206. A New Psychometric-inspired Evaluation Metric for Chinese Word Segmentation.

【Paper Link】 【Pages】:

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

207. Temporal Anchoring of Events for the TimeBank Corpus.

【Paper Link】 【Pages】:

【Authors】: Nils Reimers ; Nazanin Dehghani ; Iryna Gurevych

208. Grammatical Error Correction: Machine Translation and Classifiers.

【Paper Link】 【Pages】:

【Authors】: Alla Rozovskaya ; Dan Roth

209. Recurrent neural network models for disease name recognition using domain invariant features.

【Paper Link】 【Pages】:

【Authors】: Sunil Kumar Sahu ; Ashish Anand

210. Domain Adaptation for Authorship Attribution: Improved Structural Correspondence Learning.

【Paper Link】 【Pages】:

【Authors】: Upendra Sapkota ; Thamar Solorio ; Manuel Montes-y-Gómez ; Steven Bethard

211. A Corpus-Based Analysis of Canonical Word Order of Japanese Double Object Constructions.

【Paper Link】 【Pages】:

【Authors】: Ryohei Sasano ; Manabu Okumura

212. Knowledge-Based Semantic Embedding for Machine Translation.

【Paper Link】 【Pages】:

【Authors】: Chen Shi ; Shujie Liu ; Shuo Ren ; Shi Feng ; Mu Li ; Ming Zhou ; Xu Sun ; Houfeng Wang

213. One for All: Towards Language Independent Named Entity Linking.

【Paper Link】 【Pages】:

【Authors】: Avirup Sil ; Radu Florian

214. On Approximately Searching for Similar Word Embeddings.

【Paper Link】 【Pages】:

【Authors】: Kohei Sugawara ; Hayato Kobayashi ; Masajiro Iwasaki

215. Composing Distributed Representations of Relational Patterns.

【Paper Link】 【Pages】:

【Authors】: Sho Takase ; Naoaki Okazaki ; Kentaro Inui

216. The More Antecedents, the Merrier: Resolving Multi-Antecedent Anaphors.

【Paper Link】 【Pages】:

【Authors】: Hardik Vala ; Andrew Piper ; Derek Ruths

217. Automatic Labeling of Topic Models Using Text Summaries.

【Paper Link】 【Pages】:

【Authors】: Xiaojun Wan ; Tianming Wang

218. Graph-based Dependency Parsing with Bidirectional LSTM.

【Paper Link】 【Pages】:

【Authors】: Wenhui Wang ; Baobao Chang

219. TransG : A Generative Model for Knowledge Graph Embedding.

【Paper Link】 【Pages】:

【Authors】: Han Xiao ; Minlie Huang ; Xiaoyan Zhu

220. Question Answering on Freebase via Relation Extraction and Textual Evidence.

【Paper Link】 【Pages】:

【Authors】: Kun Xu ; Siva Reddy ; Yansong Feng ; Songfang Huang ; Dongyan Zhao

221. Vector-space topic models for detecting Alzheimer's disease.

【Paper Link】 【Pages】:

【Authors】: Maria Yancheva ; Frank Rudzicz

222. Chinese Couplet Generation with Neural Network Structures.

【Paper Link】 【Pages】:

【Authors】: Rui Yan ; Cheng-Te Li ; Xiaohua Hu ; Ming Zhang

223. A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task.

【Paper Link】 【Pages】:

【Authors】: Danqi Chen ; Jason Bolton ; Christopher D. Manning

224. Learning Language Games through Interaction.

【Paper Link】 【Pages】:

【Authors】: Sida I. Wang ; Percy Liang ; Christopher D. Manning

225. Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression.

【Paper Link】 【Pages】:

【Authors】: E. Dario Gutiérrez ; Roger Levy ; Benjamin Bergen

226. Improving Hypernymy Detection with an Integrated Path-based and Distributional Method.

【Paper Link】 【Pages】:

【Authors】: Vered Shwartz ; Yoav Goldberg ; Ido Dagan

227. Multimodal Pivots for Image Caption Translation.

【Paper Link】 【Pages】:

【Authors】: Julian Hitschler ; Shigehiko Schamoni ; Stefan Riezler

228. Harnessing Deep Neural Networks with Logic Rules.

【Paper Link】 【Pages】:

【Authors】: Zhiting Hu ; Xuezhe Ma ; Zhengzhong Liu ; Eduard H. Hovy ; Eric P. Xing

229. Case and Cause in Icelandic: Reconstructing Causal Networks of Cascaded Language Changes.

【Paper Link】 【Pages】:

【Authors】: Fermin Moscoso del Prado Martin ; Christian Brendel

230. On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems.

【Paper Link】 【Pages】:

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

231. Globally Normalized Transition-Based Neural Networks.

【Paper Link】 【Pages】:

【Authors】: Daniel Andor ; Chris Alberti ; David Weiss ; Aliaksei Severyn ; Alessandro Presta ; Kuzman Ganchev ; Slav Petrov ; Michael Collins