EMNLP 2014:Doha, Qatar

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014, October 25-29, 2014, Doha, Qatar, A meeting of SIGDAT, a Special Interest Group of the ACL. ACL 【DBLP Link

Paper Num: 227 || Session Num: 0

1. Front Matter.

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2. Invited Talk: IBM Cognitive Computing - An NLP Renaissance!

Paper Link】 【Pages】:1

【Authors】: Salim Roukos

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3. Modeling Interestingness with Deep Neural Networks.

Paper Link】 【Pages】:2-13

【Authors】: Jianfeng Gao ; Patrick Pantel ; Michael Gamon ; Xiaodong He ; Li Deng

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4. Translation Modeling with Bidirectional Recurrent Neural Networks.

Paper Link】 【Pages】:14-25

【Authors】: Martin Sundermeyer ; Tamer Alkhouli ; Joern Wuebker ; Hermann Ney

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5. A Neural Network Approach to Selectional Preference Acquisition.

Paper Link】 【Pages】:26-35

【Authors】: Tim Van de Cruys

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6. Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics.

Paper Link】 【Pages】:36-45

【Authors】: Douwe Kiela ; Léon Bottou

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7. Identifying Argumentative Discourse Structures in Persuasive Essays.

Paper Link】 【Pages】:46-56

【Authors】: Christian Stab ; Iryna Gurevych

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8. Policy Learning for Domain Selection in an Extensible Multi-domain Spoken Dialogue System.

Paper Link】 【Pages】:57-67

【Authors】: Zhuoran Wang ; Hongliang Chen ; Guanchun Wang ; Hao Tian ; Hua Wu ; Haifeng Wang

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9. A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing.

Paper Link】 【Pages】:68-77

【Authors】: Fang Kong ; Hwee Tou Ng ; Guodong Zhou

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10. Strongly Incremental Repair Detection.

Paper Link】 【Pages】:78-89

【Authors】: Julian Hough ; Matthew Purver

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11. Semi-Supervised Chinese Word Segmentation Using Partial-Label Learning With Conditional Random Fields.

Paper Link】 【Pages】:90-98

【Authors】: Fan Yang ; Paul Vozila

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12. Accurate Word Segmentation and POS Tagging for Japanese Microblogs: Corpus Annotation and Joint Modeling with Lexical Normalization.

Paper Link】 【Pages】:99-109

【Authors】: Nobuhiro Kaji ; Masaru Kitsuregawa

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13. Revisiting Embedding Features for Simple Semi-supervised Learning.

Paper Link】 【Pages】:110-120

【Authors】: Jiang Guo ; Wanxiang Che ; Haifeng Wang ; Ting Liu

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14. Combining Punctuation and Disfluency Prediction: An Empirical Study.

Paper Link】 【Pages】:121-130

【Authors】: Xuancong Wang ; Khe Chai Sim ; Hwee Tou Ng

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15. Submodularity for Data Selection in Machine Translation.

Paper Link】 【Pages】:131-141

【Authors】: Katrin Kirchhoff ; Jeff A. Bilmes

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16. Improve Statistical Machine Translation with Context-Sensitive Bilingual Semantic Embedding Model.

Paper Link】 【Pages】:142-146

【Authors】: Haiyang Wu ; Daxiang Dong ; Xiaoguang Hu ; Dianhai Yu ; Wei He ; Hua Wu ; Haifeng Wang ; Ting Liu

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17. Transformation from Discontinuous to Continuous Word Alignment Improves Translation Quality.

Paper Link】 【Pages】:147-152

【Authors】: Zhongjun He ; Hua Wu ; Haifeng Wang ; Ting Liu

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18. Unsupervised Word Alignment Using Frequency Constraint in Posterior Regularized EM.

Paper Link】 【Pages】:153-158

【Authors】: Hidetaka Kamigaito ; Taro Watanabe ; Hiroya Takamura ; Manabu Okumura

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19. Asymmetric Features Of Human Generated Translation.

Paper Link】 【Pages】:159-164

【Authors】: Sauleh Eetemadi ; Kristina Toutanova

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20. Syntax-Augmented Machine Translation using Syntax-Label Clustering.

Paper Link】 【Pages】:165-171

【Authors】: Hideya Mino ; Taro Watanabe ; Eiichiro Sumita

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21. Testing for Significance of Increased Correlation with Human Judgment.

Paper Link】 【Pages】:172-176

【Authors】: Yvette Graham ; Timothy Baldwin

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22. Syntactic SMT Using a Discriminative Text Generation Model.

Paper Link】 【Pages】:177-182

【Authors】: Yue Zhang ; Kai Song ; Linfeng Song ; Jingbo Zhu ; Qun Liu

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23. Learning Hierarchical Translation Spans.

Paper Link】 【Pages】:183-188

【Authors】: Jingyi Zhang ; Masao Utiyama ; Eiichiro Sumita ; Hai Zhao

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24. Neural Network Based Bilingual Language Model Growing for Statistical Machine Translation.

Paper Link】 【Pages】:189-195

【Authors】: Rui Wang ; Hai Zhao ; Bao-Liang Lu ; Masao Utiyama ; Eiichiro Sumita

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25. Better Statistical Machine Translation through Linguistic Treatment of Phrasal Verbs.

Paper Link】 【Pages】:196-201

【Authors】: Kostadin Cholakov ; Valia Kordoni

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26. Fitting Sentence Level Translation Evaluation with Many Dense Features.

Paper Link】 【Pages】:202-206

【Authors】: Milos Stanojevic ; Khalil Sima'an

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27. A Human Judgement Corpus and a Metric for Arabic MT Evaluation.

Paper Link】 【Pages】:207-213

【Authors】: Houda Bouamor ; Hanan Alshikhabobakr ; Behrang Mohit ; Kemal Oflazer

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28. Learning to Differentiate Better from Worse Translations.

Paper Link】 【Pages】:214-220

【Authors】: Francisco Guzmán ; Shafiq R. Joty ; Lluís Màrquez ; Alessandro Moschitti ; Preslav Nakov ; Massimo Nicosia

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29. Two Improvements to Left-to-Right Decoding for Hierarchical Phrase-based Machine Translation.

Paper Link】 【Pages】:221-226

【Authors】: Maryam Siahbani ; Anoop Sarkar

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30. Reordering Model for Forest-to-String Machine Translation.

Paper Link】 【Pages】:227-232

【Authors】: Martin Cmejrek

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31. Aligning context-based statistical models of language with brain activity during reading.

Paper Link】 【Pages】:233-243

【Authors】: Leila Wehbe ; Ashish Vaswani ; Kevin Knight ; Tom M. Mitchell

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32. A Cognitive Model of Semantic Network Learning.

Paper Link】 【Pages】:244-254

【Authors】: Aida Nematzadeh ; Afsaneh Fazly ; Suzanne Stevenson

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33. Learning Abstract Concept Embeddings from Multi-Modal Data: Since You Probably Can't See What I Mean.

Paper Link】 【Pages】:255-265

【Authors】: Felix Hill ; Anna Korhonen

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34. Go Climb a Dependency Tree and Correct the Grammatical Errors.

Paper Link】 【Pages】:266-277

【Authors】: Longkai Zhang ; Houfeng Wang

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35. An Unsupervised Model for Instance Level Subcategorization Acquisition.

Paper Link】 【Pages】:278-289

【Authors】: Simon Baker ; Roi Reichart ; Anna Korhonen

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36. Parsing low-resource languages using Gibbs sampling for PCFGs with latent annotations.

Paper Link】 【Pages】:290-300

【Authors】: Liang Sun ; Jason Mielens ; Jason Baldridge

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37. Incremental Semantic Role Labeling with Tree Adjoining Grammar.

Paper Link】 【Pages】:301-312

【Authors】: Ioannis Konstas ; Frank Keller ; Vera Demberg ; Mirella Lapata

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38. A Graph-based Approach for Contextual Text Normalization.

Paper Link】 【Pages】:313-324

【Authors】: Cagil Sonmez ; Arzucan Ozgur

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39. ReNoun: Fact Extraction for Nominal Attributes.

Paper Link】 【Pages】:325-335

【Authors】: Mohamed Yahya ; Steven Whang ; Rahul Gupta ; Alon Y. Halevy

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40. Hierarchical Discriminative Classification for Text-Based Geolocation.

Paper Link】 【Pages】:336-348

【Authors】: Benjamin Wing ; Jason Baldridge

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41. Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data.

Paper Link】 【Pages】:349-362

【Authors】: Ivan Vulic ; Marie-Francine Moens

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42. Multi-Predicate Semantic Role Labeling.

Paper Link】 【Pages】:363-373

【Authors】: Haitong Yang ; Chengqing Zong

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43. Werdy: Recognition and Disambiguation of Verbs and Verb Phrases with Syntactic and Semantic Pruning.

Paper Link】 【Pages】:374-385

【Authors】: Luciano Del Corro ; Rainer Gemulla ; Gerhard Weikum

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44. Multi-Resolution Language Grounding with Weak Supervision.

Paper Link】 【Pages】:386-396

【Authors】: Rik Koncel-Kedziorski ; Hannaneh Hajishirzi ; Ali Farhadi

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45. Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases.

Paper Link】 【Pages】:397-406

【Authors】: Matt Gardner ; Partha Pratim Talukdar ; Jayant Krishnamurthy ; Tom M. Mitchell

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46. Composition of Word Representations Improves Semantic Role Labelling.

Paper Link】 【Pages】:407-413

【Authors】: Michael Roth ; Kristian Woodsend

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47. Automatic Domain Assignment for Word Sense Alignment.

Paper Link】 【Pages】:414-418

【Authors】: Tommaso Caselli ; Carlo Strapparava

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48. Nothing like Good Old Frequency: Studying Context Filters for Distributional Thesauri.

Paper Link】 【Pages】:419-424

【Authors】: Muntsa Padró ; Marco Idiart ; Aline Villavicencio ; Carlos Ramisch

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49. Aligning English Strings with Abstract Meaning Representation Graphs.

Paper Link】 【Pages】:425-429

【Authors】: Nima Pourdamghani ; Yang Gao ; Ulf Hermjakob ; Kevin Knight

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50. A Shortest-path Method for Arc-factored Semantic Role Labeling.

Paper Link】 【Pages】:430-435

【Authors】: Xavier Lluís ; Xavier Carreras ; Lluís Màrquez

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51. Semantic Kernels for Semantic Parsing.

Paper Link】 【Pages】:436-442

【Authors】: Iman Saleh ; Alessandro Moschitti ; Preslav Nakov ; Lluís Màrquez ; Shafiq R. Joty

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52. An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents.

Paper Link】 【Pages】:443-454

【Authors】: Mohamed Morchid ; Mohamed Bouallegue ; Richard Dufour ; Georges Linarès ; Driss Matrouf ; Renato de Mori

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53. Explaining the Stars: Weighted Multiple-Instance Learning for Aspect-Based Sentiment Analysis.

Paper Link】 【Pages】:455-466

【Authors】: Nikolaos Pappas ; Andrei Popescu-Belis

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54. Sentiment Analysis on the People's Daily.

Paper Link】 【Pages】:467-476

【Authors】: Jiwei Li ; Eduard H. Hovy

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55. A Joint Segmentation and Classification Framework for Sentiment Analysis.

Paper Link】 【Pages】:477-487

【Authors】: Duyu Tang ; Furu Wei ; Bing Qin ; Li Dong ; Ting Liu ; Ming Zhou

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56. Positive Unlabeled Learning for Deceptive Reviews Detection.

Paper Link】 【Pages】:488-498

【Authors】: Yafeng Ren ; Donghong Ji ; Hongbin Zhang

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57. Resolving Shell Nouns.

Paper Link】 【Pages】:499-510

【Authors】: Varada Kolhatkar ; Graeme Hirst

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58. A Comparison of Selectional Preference Models for Automatic Verb Classification.

Paper Link】 【Pages】:511-522

【Authors】: Will Roberts ; Markus Egg

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59. Learning to Solve Arithmetic Word Problems with Verb Categorization.

Paper Link】 【Pages】:523-533

【Authors】: Mohammad Javad Hosseini ; Hannaneh Hajishirzi ; Oren Etzioni ; Nate Kushman

【Abstract】:

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60. NaturalLI: Natural Logic Inference for Common Sense Reasoning.

Paper Link】 【Pages】:534-545

【Authors】: Gabor Angeli ; Christopher D. Manning

【Abstract】:

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61. Modeling Term Translation for Document-informed Machine Translation.

Paper Link】 【Pages】:546-556

【Authors】: Fandong Meng ; Deyi Xiong ; Wenbin Jiang ; Qun Liu

【Abstract】:

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62. Beyond Parallel Data: Joint Word Alignment and Decipherment Improves Machine Translation.

Paper Link】 【Pages】:557-565

【Authors】: Qing Dou ; Ashish Vaswani ; Kevin Knight

【Abstract】:

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63. Latent Domain Phrase-based Models for Adaptation.

Paper Link】 【Pages】:566-576

【Authors】: Cuong Hoang ; Khalil Sima'an

【Abstract】:

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64. Translation Rules with Right-Hand Side Lattices.

Paper Link】 【Pages】:577-588

【Authors】: Fabien Cromierès ; Sadao Kurohashi

【Abstract】:

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65. Learning to Translate: A Query-Specific Combination Approach for Cross-Lingual Information Retrieval.

Paper Link】 【Pages】:589-599

【Authors】: Ferhan Türe ; Elizabeth Boschee

【Abstract】:

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66. Semantic-Based Multilingual Document Clustering via Tensor Modeling.

Paper Link】 【Pages】:600-609

【Authors】: Salvatore Romeo ; Andrea Tagarelli ; Dino Ienco

【Abstract】:

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67. Lexical Substitution for the Medical Domain.

Paper Link】 【Pages】:610-614

【Authors】: Martin Riedl ; Michael R. Glass ; Alfio Massimiliano Gliozzo

【Abstract】:

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68. Question Answering with Subgraph Embeddings.

Paper Link】 【Pages】:615-620

【Authors】: Antoine Bordes ; Sumit Chopra ; Jason Weston

【Abstract】:

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69. Correcting Keyboard Layout Errors and Homoglyphs in Queries.

Paper Link】 【Pages】:621-626

【Authors】: Derek Barnes ; Mahesh Joshi ; Hassan Sawaf

【Abstract】:

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70. Non-linear Mapping for Improved Identification of 1300+ Languages.

Paper Link】 【Pages】:627-632

【Authors】: Ralf D. Brown

【Abstract】:

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71. A Neural Network for Factoid Question Answering over Paragraphs.

Paper Link】 【Pages】:633-644

【Authors】: Mohit Iyyer ; Jordan L. Boyd-Graber ; Leonardo Max Batista Claudino ; Richard Socher ; Hal Daumé III

【Abstract】:

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72. Joint Relational Embeddings for Knowledge-based Question Answering.

Paper Link】 【Pages】:645-650

【Authors】: Min-Chul Yang ; Nan Duan ; Ming Zhou ; Hae-Chang Rim

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Paper Link】 【Pages】:651-656

【Authors】: Thanapon Noraset ; Chandra Bhagavatula ; Doug Downey

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74. Finding Good Enough: A Task-Based Evaluation of Query Biased Summarization for Cross-Language Information Retrieval.

Paper Link】 【Pages】:657-669

【Authors】: Jennifer Williams ; Sharon W. Tam ; Wade Shen

【Abstract】:

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75. Chinese Poetry Generation with Recurrent Neural Networks.

Paper Link】 【Pages】:670-680

【Authors】: Xingxing Zhang ; Mirella Lapata

【Abstract】:

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76. Fear the REAPER: A System for Automatic Multi-Document Summarization with Reinforcement Learning.

Paper Link】 【Pages】:681-690

【Authors】: Cody Rioux ; Sadid A. Hasan ; Yllias Chali

【Abstract】:

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77. Improving Multi-documents Summarization by Sentence Compression based on Expanded Constituent Parse Trees.

Paper Link】 【Pages】:691-701

【Authors】: Chen Li ; Yang Liu ; Fei Liu ; Lin Zhao ; Fuliang Weng

【Abstract】:

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78. Analyzing Stemming Approaches for Turkish Multi-Document Summarization.

Paper Link】 【Pages】:702-706

【Authors】: Muhammed Yavuz Nuzumlali ; Arzucan Özgür

【Abstract】:

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79. Invited Talk: Learning from Rational Behavior.

Paper Link】 【Pages】:707

【Authors】: Thorsten Joachims

【Abstract】:

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80. Evaluating Neural Word Representations in Tensor-Based Compositional Settings.

Paper Link】 【Pages】:708-719

【Authors】: Dmitrijs Milajevs ; Dimitri Kartsaklis ; Mehrnoosh Sadrzadeh ; Matthew Purver

【Abstract】:

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81. Opinion Mining with Deep Recurrent Neural Networks.

Paper Link】 【Pages】:720-728

【Authors】: Ozan Irsoy ; Claire Cardie

【Abstract】:

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82. The Inside-Outside Recursive Neural Network model for Dependency Parsing.

Paper Link】 【Pages】:729-739

【Authors】: Phong Le ; Willem Zuidema

【Abstract】:

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83. A Fast and Accurate Dependency Parser using Neural Networks.

Paper Link】 【Pages】:740-750

【Authors】: Danqi Chen ; Christopher D. Manning

【Abstract】:

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84. Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological Debates.

Paper Link】 【Pages】:751-762

【Authors】: Kazi Saidul Hasan ; Vincent Ng

【Abstract】:

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85. Chinese Zero Pronoun Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers.

Paper Link】 【Pages】:763-774

【Authors】: Chen Chen ; Vincent Ng

【Abstract】:

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86. Unsupervised Sentence Enhancement for Automatic Summarization.

Paper Link】 【Pages】:775-786

【Authors】: Jackie Chi Kit Cheung ; Gerald Penn

【Abstract】:

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87. ReferItGame: Referring to Objects in Photographs of Natural Scenes.

Paper Link】 【Pages】:787-798

【Authors】: Sahar Kazemzadeh ; Vicente Ordonez ; Mark Matten ; Tamara L. Berg

【Abstract】:

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88. Unsupervised Template Mining for Semantic Category Understanding.

Paper Link】 【Pages】:799-809

【Authors】: Lei Shi ; Shuming Shi ; Chin-Yew Lin ; Yi-Dong Shen ; Yong Rui

【Abstract】:

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89. Taxonomy Construction Using Syntactic Contextual Evidence.

Paper Link】 【Pages】:810-819

【Authors】: Anh Tuan Luu ; Jung-jae Kim ; See-Kiong Ng

【Abstract】:

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90. Analysing recall loss in named entity slot filling.

Paper Link】 【Pages】:820-830

【Authors】: Glen Pink ; Joel Nothman ; James R. Curran

【Abstract】:

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91. Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features.

Paper Link】 【Pages】:831-843

【Authors】: Deepak Venugopal ; Chen Chen ; Vibhav Gogate ; Vincent Ng

【Abstract】:

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92. Syllable weight encodes mostly the same information for English word segmentation as dictionary stress.

Paper Link】 【Pages】:844-853

【Authors】: John K. Pate ; Mark Johnson

【Abstract】:

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93. A Joint Model for Unsupervised Chinese Word Segmentation.

Paper Link】 【Pages】:854-863

【Authors】: Miaohong Chen ; Baobao Chang ; Wenzhe Pei

【Abstract】:

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94. Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations.

Paper Link】 【Pages】:864-874

【Authors】: Yijia Liu ; Yue Zhang ; Wanxiang Che ; Ting Liu ; Fan Wu

【Abstract】:

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95. Balanced Korean Word Spacing with Structural SVM.

Paper Link】 【Pages】:875-879

【Authors】: Changki Lee ; Edward Choi ; Hyunki Kim

【Abstract】:

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96. Morphological Segmentation for Keyword Spotting.

Paper Link】 【Pages】:880-885

【Authors】: Karthik Narasimhan ; Damianos Karakos ; Richard M. Schwartz ; Stavros Tsakalidis ; Regina Barzilay

【Abstract】:

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97. What Can We Get From 1000 Tokens? A Case Study of Multilingual POS Tagging For Resource-Poor Languages.

Paper Link】 【Pages】:886-897

【Authors】: Long Duong ; Trevor Cohn ; Karin Verspoor ; Steven Bird ; Paul Cook

【Abstract】:

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98. An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences.

Paper Link】 【Pages】:898-906

【Authors】: Diego Marcheggiani ; Thierry Artières

【Abstract】:

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99. Language Modeling with Functional Head Constraint for Code Switching Speech Recognition.

Paper Link】 【Pages】:907-916

【Authors】: Ying Li ; Pascale Fung

【Abstract】:

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100. A Polynomial-Time Dynamic Oracle for Non-Projective Dependency Parsing.

Paper Link】 【Pages】:917-927

【Authors】: Carlos Gómez-Rodríguez ; Francesco Sartorio ; Giorgio Satta

【Abstract】:

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101. Ambiguity Resolution for Vt-N Structures in Chinese.

Paper Link】 【Pages】:928-937

【Authors】: Yu-Ming Hsieh ; Jason S. Chang ; Keh-Jiann Chen

【Abstract】:

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102. Neural Networks Leverage Corpus-wide Information for Part-of-speech Tagging.

Paper Link】 【Pages】:938-950

【Authors】: Yuta Tsuboi

【Abstract】:

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103. System Combination for Grammatical Error Correction.

Paper Link】 【Pages】:951-962

【Authors】: Raymond Hendy Susanto ; Peter Phandi ; Hwee Tou Ng

【Abstract】:

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104. Dependency parsing with latent refinements of part-of-speech tags.

Paper Link】 【Pages】:963-967

【Authors】: Thomas Müller ; Richárd Farkas ; Alex Judea ; Helmut Schmid ; Hinrich Schütze

【Abstract】:

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105. Importance weighting and unsupervised domain adaptation of POS taggers: a negative result.

Paper Link】 【Pages】:968-973

【Authors】: Barbara Plank ; Anders Johannsen ; Anders Søgaard

【Abstract】:

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106. POS Tagging of English-Hindi Code-Mixed Social Media Content.

Paper Link】 【Pages】:974-979

【Authors】: Yogarshi Vyas ; Spandana Gella ; Jatin Sharma ; Kalika Bali ; Monojit Choudhury

【Abstract】:

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107. Data Driven Grammatical Error Detection in Transcripts of Children's Speech.

Paper Link】 【Pages】:980-989

【Authors】: Eric Morley ; Anna Eva Hallin ; Brian Roark

【Abstract】:

【Keywords】:

108. A* CCG Parsing with a Supertag-factored Model.

Paper Link】 【Pages】:990-1000

【Authors】: Mike Lewis ; Mark Steedman

【Abstract】:

【Keywords】:

109. A Dependency Parser for Tweets.

Paper Link】 【Pages】:1001-1012

【Authors】: Lingpeng Kong ; Nathan Schneider ; Swabha Swayamdipta ; Archna Bhatia ; Chris Dyer ; Noah A. Smith

【Abstract】:

【Keywords】:

110. Greed is Good if Randomized: New Inference for Dependency Parsing.

Paper Link】 【Pages】:1013-1024

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

【Abstract】:

【Keywords】:

111. A Unified Model for Word Sense Representation and Disambiguation.

Paper Link】 【Pages】:1025-1035

【Authors】: Xinxiong Chen ; Zhiyuan Liu ; Maosong Sun

【Abstract】:

【Keywords】:

112. Reducing Dimensions of Tensors in Type-Driven Distributional Semantics.

Paper Link】 【Pages】:1036-1046

【Authors】: Tamara Polajnar ; Luana Fagarasan ; Stephen Clark

【Abstract】:

【Keywords】:

113. An Etymological Approach to Cross-Language Orthographic Similarity. Application on Romanian.

Paper Link】 【Pages】:1047-1058

【Authors】: Alina Maria Ciobanu ; Liviu P. Dinu

【Abstract】:

【Keywords】:

114. Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space.

Paper Link】 【Pages】:1059-1069

【Authors】: Arvind Neelakantan ; Jeevan Shankar ; Alexandre Passos ; Andrew McCallum

【Abstract】:

【Keywords】:

115. Tailor knowledge graph for query understanding: linking intent topics by propagation.

Paper Link】 【Pages】:1070-1080

【Authors】: Shi Zhao ; Yan Zhang

【Abstract】:

【Keywords】:

116. Queries as a Source of Lexicalized Commonsense Knowledge.

Paper Link】 【Pages】:1081-1091

【Authors】: Marius Pasca

【Abstract】:

【Keywords】:

117. Question Answering over Linked Data Using First-order Logic.

Paper Link】 【Pages】:1092-1103

【Authors】: Shizhu He ; Kang Liu ; Yuanzhe Zhang ; Liheng Xu ; Jun Zhao

【Abstract】:

【Keywords】:

118. Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries.

Paper Link】 【Pages】:1104-1114

【Authors】: Mandar Joshi ; Uma Sawant ; Soumen Chakrabarti

【Abstract】:

【Keywords】:

119. A Regularized Competition Model for Question Difficulty Estimation in Community Question Answering Services.

Paper Link】 【Pages】:1115-1126

【Authors】: Quan Wang ; Jing Liu ; Bin Wang ; Li Guo

【Abstract】:

【Keywords】:

120. Vote Prediction on Comments in Social Polls.

Paper Link】 【Pages】:1127-1138

【Authors】: Isaac Persing ; Vincent Ng

【Abstract】:

【Keywords】:

121. Exploiting Social Relations and Sentiment for Stock Prediction.

Paper Link】 【Pages】:1139-1145

【Authors】: Jianfeng Si ; Arjun Mukherjee ; Bing Liu ; Sinno Jialin Pan ; Qing Li ; Huayi Li

【Abstract】:

【Keywords】:

122. Developing Age and Gender Predictive Lexica over Social Media.

Paper Link】 【Pages】:1146-1151

【Authors】: Maarten Sap ; Gregory J. Park ; Johannes C. Eichstaedt ; Margaret L. Kern ; David Stillwell ; Michal Kosinski ; Lyle H. Ungar ; Hansen Andrew Schwartz

【Abstract】:

【Keywords】:

123. Dependency Parsing for Weibo: An Efficient Probabilistic Logic Programming Approach.

Paper Link】 【Pages】:1152-1158

【Authors】: William Yang Wang ; Lingpeng Kong ; Kathryn Mazaitis ; William W. Cohen

【Abstract】:

【Keywords】:

124. Exploiting Community Emotion for Microblog Event Detection.

Paper Link】 【Pages】:1159-1168

【Authors】: Gaoyan Ou ; Wei Chen ; Tengjiao Wang ; Zhongyu Wei ; Binyang Li ; Dongqing Yang ; Kam-Fai Wong

【Abstract】:

【Keywords】:

125. Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure.

Paper Link】 【Pages】:1169-1180

【Authors】: Kelsey Allen ; Giuseppe Carenini ; Raymond T. Ng

【Abstract】:

【Keywords】:

126. +/-EffectWordNet: Sense-level Lexicon Acquisition for Opinion Inference.

Paper Link】 【Pages】:1181-1191

【Authors】: Yoonjung Choi ; Janyce Wiebe

【Abstract】:

【Keywords】:

127. A Sentiment-aligned Topic Model for Product Aspect Rating Prediction.

Paper Link】 【Pages】:1192-1202

【Authors】: Hao Wang ; Martin Ester

【Abstract】:

【Keywords】:

128. Learning Emotion Indicators from Tweets: Hashtags, Hashtag Patterns, and Phrases.

Paper Link】 【Pages】:1203-1209

【Authors】: Ashequl Qadir ; Ellen Riloff

【Abstract】:

【Keywords】:

129. Fine-Grained Contextual Predictions for Hard Sentiment Words.

Paper Link】 【Pages】:1210-1215

【Authors】: Sebastian Ebert ; Hinrich Schütze

【Abstract】:

【Keywords】:

Paper Link】 【Pages】:1216-1224

【Authors】: Le Liu ; Yu Hong ; Jun Lu ; Jun Lang ; Heng Ji ; Jian-Min Yao

【Abstract】:

【Keywords】:

131. Human Effort and Machine Learnability in Computer Aided Translation.

Paper Link】 【Pages】:1225-1236

【Authors】: Spence Green ; Sida I. Wang ; Jason Chuang ; Jeffrey Heer ; Sebastian Schuster ; Christopher D. Manning

【Abstract】:

【Keywords】:

132. Exact Decoding for Phrase-Based Statistical Machine Translation.

Paper Link】 【Pages】:1237-1249

【Authors】: Wilker Aziz ; Marc Dymetman ; Lucia Specia

【Abstract】:

【Keywords】:

133. Large-scale Expected BLEU Training of Phrase-based Reordering Models.

Paper Link】 【Pages】:1250-1260

【Authors】: Michael Auli ; Michel Galley ; Jianfeng Gao

【Abstract】:

【Keywords】:

134. Confidence-based Rewriting of Machine Translation Output.

Paper Link】 【Pages】:1261-1272

【Authors】: Benjamin Marie ; Aurélien Max

【Abstract】:

【Keywords】:

135. Learning Compact Lexicons for CCG Semantic Parsing.

Paper Link】 【Pages】:1273-1283

【Authors】: Yoav Artzi ; Dipanjan Das ; Slav Petrov

【Abstract】:

【Keywords】:

136. Morpho-syntactic Lexical Generalization for CCG Semantic Parsing.

Paper Link】 【Pages】:1284-1295

【Authors】: Adrienne Wang ; Tom Kwiatkowski ; Luke S. Zettlemoyer

【Abstract】:

【Keywords】:

137. Semantic Parsing Using Content and Context: A Case Study from Requirements Elicitation.

Paper Link】 【Pages】:1296-1307

【Authors】: Reut Tsarfaty ; Ilia Pogrebezky ; Guy Weiss ; Yaarit Natan ; Smadar Szekely ; David Harel

【Abstract】:

【Keywords】:

138. Semantic Parsing with Relaxed Hybrid Trees.

Paper Link】 【Pages】:1308-1318

【Authors】: Wei Lu

【Abstract】:

【Keywords】:

139. Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference.

Paper Link】 【Pages】:1319-1328

【Authors】: David M. Mimno ; Moontae Lee

【Abstract】:

【Keywords】:

140. Weakly-Supervised Learning with Cost-Augmented Contrastive Estimation.

Paper Link】 【Pages】:1329-1341

【Authors】: Kevin Gimpel ; Mohit Bansal

【Abstract】:

【Keywords】:

141. Don't Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation.

Paper Link】 【Pages】:1342-1352

【Authors】: Alvin Grissom II ; He He ; Jordan L. Boyd-Graber ; John Morgan ; Hal Daumé III

【Abstract】:

【Keywords】:

142. PCFG Induction for Unsupervised Parsing and Language Modelling.

Paper Link】 【Pages】:1353-1362

【Authors】: James Scicluna ; Colin de la Higuera

【Abstract】:

【Keywords】:

143. Can characters reveal your native language? A language-independent approach to native language identification.

Paper Link】 【Pages】:1363-1373

【Authors】: Radu-Tudor Ionescu ; Marius Popescu ; Aoife Cahill

【Abstract】:

【Keywords】:

144. Formalizing Word Sampling for Vocabulary Prediction as Graph-based Active Learning.

Paper Link】 【Pages】:1374-1384

【Authors】: Yo Ehara ; Yusuke Miyao ; Hidekazu Oiwa ; Issei Sato ; Hiroshi Nakagawa

【Abstract】:

【Keywords】:

145. Language Transfer Hypotheses with Linear SVM Weights.

Paper Link】 【Pages】:1385-1390

【Authors】: Shervin Malmasi ; Mark Dras

【Abstract】:

【Keywords】:

146. Predicting Dialect Variation in Immigrant Contexts Using Light Verb Constructions.

Paper Link】 【Pages】:1391-1395

【Authors】: A. Seza Dogruöz ; Preslav Nakov

【Abstract】:

【Keywords】:

147. Device-Dependent Readability for Improved Text Understanding.

Paper Link】 【Pages】:1396-1404

【Authors】: A.-Yeong Kim ; Hyun-Je Song ; Seong-Bae Park ; Sang-Jo Lee

【Abstract】:

【Keywords】:

148. Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints.

Paper Link】 【Pages】:1405-1414

【Authors】: Longkai Zhang ; Li Li ; Houfeng Wang ; Xu Sun

【Abstract】:

【Keywords】:

149. Using Structured Events to Predict Stock Price Movement: An Empirical Investigation.

Paper Link】 【Pages】:1415-1425

【Authors】: Xiao Ding ; Yue Zhang ; Ting Liu ; Junwen Duan

【Abstract】:

【Keywords】:

150. Extracting Clusters of Specialist Terms from Unstructured Text.

Paper Link】 【Pages】:1426-1434

【Authors】: Aaron Gerow

【Abstract】:

【Keywords】:

151. Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach.

Paper Link】 【Pages】:1435-1446

【Authors】: Cornelia Caragea ; Florin Adrian Bulgarov ; Andreea Godea ; Sujatha Das Gollapalli

【Abstract】:

【Keywords】:

152. Using Mined Coreference Chains as a Resource for a Semantic Task.

Paper Link】 【Pages】:1447-1452

【Authors】: Heike Adel ; Hinrich Schütze

【Abstract】:

【Keywords】:

153. Financial Keyword Expansion via Continuous Word Vector Representations.

Paper Link】 【Pages】:1453-1458

【Authors】: Ming-Feng Tsai ; Chuan-Ju Wang

【Abstract】:

【Keywords】:

154. Intrinsic Plagiarism Detection using N-gram Classes.

Paper Link】 【Pages】:1459-1464

【Authors】: Imene Bensalem ; Paolo Rosso ; Salim Chikhi

【Abstract】:

【Keywords】:

155. Verifiably Effective Arabic Dialect Identification.

Paper Link】 【Pages】:1465-1468

【Authors】: Kareem Darwish ; Hassan Sajjad ; Hamdy Mubarak

【Abstract】:

【Keywords】:

156. Keystroke Patterns as Prosody in Digital Writings: A Case Study with Deceptive Reviews and Essays.

Paper Link】 【Pages】:1469-1473

【Authors】: Ritwik Banerjee ; Song Feng ; Jun Seok Kang ; Yejin Choi

【Abstract】:

【Keywords】:

157. Leveraging Effective Query Modeling Techniques for Speech Recognition and Summarization.

Paper Link】 【Pages】:1474-1480

【Authors】: Kuan-Yu Chen ; Shih-Hung Liu ; Berlin Chen ; Ea-Ee Jan ; Hsin-Min Wang ; Wen-Lian Hsu ; Hsin-Hsi Chen

【Abstract】:

【Keywords】:

158. Staying on Topic: An Indicator of Power in Political Debates.

Paper Link】 【Pages】:1481-1486

【Authors】: Vinodkumar Prabhakaran ; Ashima Arora ; Owen Rambow

【Abstract】:

【Keywords】:

159. Language Modeling with Power Low Rank Ensembles.

Paper Link】 【Pages】:1487-1498

【Authors】: Ankur P. Parikh ; Avneesh Saluja ; Chris Dyer ; Eric P. Xing

【Abstract】:

【Keywords】:

160. Modeling Biological Processes for Reading Comprehension.

Paper Link】 【Pages】:

【Authors】: Jonathan Berant ; Vivek Srikumar ; Pei-Chun Chen ; Abby Vander Linden ; Brittany Harding ; Brad Huang ; Peter Clark ; Christopher D. Manning

【Abstract】:

【Keywords】:

161. Sensicon: An Automatically Constructed Sensorial Lexicon.

Paper Link】 【Pages】:1511-1521

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

【Abstract】:

【Keywords】:

162. Word Semantic Representations using Bayesian Probabilistic Tensor Factorization.

Paper Link】 【Pages】:1522-1531

【Authors】: Jingwei Zhang ; Jeremy Salwen ; Michael R. Glass ; Alfio Massimiliano Gliozzo

【Abstract】:

【Keywords】:

163. Glove: Global Vectors for Word Representation.

Paper Link】 【Pages】:1532-1543

【Authors】: Jeffrey Pennington ; Richard Socher ; Christopher D. Manning

【Abstract】:

【Keywords】:

164. Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures.

Paper Link】 【Pages】:1544-1555

【Authors】: Kazuma Hashimoto ; Pontus Stenetorp ; Makoto Miwa ; Yoshimasa Tsuruoka

【Abstract】:

【Keywords】:

165. Combining Distant and Partial Supervision for Relation Extraction.

Paper Link】 【Pages】:1556-1567

【Authors】: Gabor Angeli ; Julie Tibshirani ; Jean Wu ; Christopher D. Manning

【Abstract】:

【Keywords】:

166. Typed Tensor Decomposition of Knowledge Bases for Relation Extraction.

Paper Link】 【Pages】:1568-1579

【Authors】: Kai-Wei Chang ; Wen-tau Yih ; Bishan Yang ; Christopher Meek

【Abstract】:

【Keywords】:

167. A convex relaxation for weakly supervised relation extraction.

Paper Link】 【Pages】:1580-1590

【Authors】: Edouard Grave

【Abstract】:

【Keywords】:

168. Knowledge Graph and Text Jointly Embedding.

Paper Link】 【Pages】:1591-1601

【Authors】: Zhen Wang ; Jianwen Zhang ; Jianlin Feng ; Zheng Chen

【Abstract】:

【Keywords】:

169. Abstractive Summarization of Product Reviews Using Discourse Structure.

Paper Link】 【Pages】:1602-1613

【Authors】: Shima Gerani ; Yashar Mehdad ; Giuseppe Carenini ; Raymond T. Ng ; Bita Nejat

【Abstract】:

【Keywords】:

Paper Link】 【Pages】:1614-1623

【Authors】: Li Zhao ; Minlie Huang ; Haiqiang Chen ; Junjun Cheng ; Xiaoyan Zhu

【Abstract】:

【Keywords】:

Paper Link】 【Pages】:1624-1633

【Authors】: Yue Hu ; Xiaojun Wan

【Abstract】:

【Keywords】:

172. Fast and Accurate Misspelling Correction in Large Corpora.

Paper Link】 【Pages】:1634-1642

【Authors】: Octavian Popescu ; Ngoc Phuoc An Vo

【Abstract】:

【Keywords】:

173. Assessing the Impact of Translation Errors on Machine Translation Quality with Mixed-effects Models.

Paper Link】 【Pages】:1643-1653

【Authors】: Marcello Federico ; Matteo Negri ; Luisa Bentivogli ; Marco Turchi

【Abstract】:

【Keywords】:

174. Refining Word Segmentation Using a Manually Aligned Corpus for Statistical Machine Translation.

Paper Link】 【Pages】:1654-1664

【Authors】: Xiaolin Wang ; Masao Utiyama ; Andrew M. Finch ; Eiichiro Sumita

【Abstract】:

【Keywords】:

175. Improving Pivot-Based Statistical Machine Translation by Pivoting the Co-occurrence Count of Phrase Pairs.

Paper Link】 【Pages】:1665-1675

【Authors】: Xiaoning Zhu ; Zhongjun He ; Hua Wu ; Conghui Zhu ; Haifeng Wang ; Tiejun Zhao

【Abstract】:

【Keywords】:

176. Word Translation Prediction for Morphologically Rich Languages with Bilingual Neural Networks.

Paper Link】 【Pages】:1676-1688

【Authors】: Ke M. Tran ; Arianna Bisazza ; Christof Monz

【Abstract】:

【Keywords】:

177. Dependency-Based Bilingual Language Models for Reordering in Statistical Machine Translation.

Paper Link】 【Pages】:1689-1700

【Authors】: Ekaterina Garmash ; Christof Monz

【Abstract】:

【Keywords】:

178. Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora.

Paper Link】 【Pages】:1701-1712

【Authors】: Georgios Kontonatsios ; Ioannis Korkontzelos ; Jun'ichi Tsujii ; Sophia Ananiadou

【Abstract】:

【Keywords】:

179. Random Manhattan Integer Indexing: Incremental L1 Normed Vector Space Construction.

Paper Link】 【Pages】:1713-1723

【Authors】: Behrang Q. Zadeh ; Siegfried Handschuh

【Abstract】:

【Keywords】:

180. Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.

Paper Link】 【Pages】:1724-1734

【Authors】: Kyunghyun Cho ; Bart van Merrienboer ; Çaglar Gülçehre ; Dzmitry Bahdanau ; Fethi Bougares ; Holger Schwenk ; Yoshua Bengio

【Abstract】:

【Keywords】:

181. Type-based MCMC for Sampling Tree Fragments from Forests.

Paper Link】 【Pages】:1735-1745

【Authors】: Xiaochang Peng ; Daniel Gildea

【Abstract】:

【Keywords】:

182. Convolutional Neural Networks for Sentence Classification.

Paper Link】 【Pages】:1746-1751

【Authors】: Yoon Kim

【Abstract】:

【Keywords】:

183. Sometimes Average is Best: The Importance of Averaging for Prediction using MCMC Inference in Topic Modeling.

Paper Link】 【Pages】:1752-1757

【Authors】: Viet-An Nguyen ; Jordan L. Boyd-Graber ; Philip Resnik

【Abstract】:

【Keywords】:

184. Large-scale Reordering Model for Statistical Machine Translation using Dual Multinomial Logistic Regression.

Paper Link】 【Pages】:1758-1763

【Authors】: Abdullah Alrajeh ; Mahesan Niranjan

【Abstract】:

【Keywords】:

185. Improved Decipherment of Homophonic Ciphers.

Paper Link】 【Pages】:1764-1768

【Authors】: Malte Nuhn ; Julian Schamper ; Hermann Ney

【Abstract】:

【Keywords】:

186. Cipher Type Detection.

Paper Link】 【Pages】:1769-1773

【Authors】: Malte Nuhn ; Kevin Knight

【Abstract】:

【Keywords】:

187. Joint Learning of Chinese Words, Terms and Keywords.

Paper Link】 【Pages】:1774-1778

【Authors】: Ziqiang Cao ; Sujian Li ; Heng Ji

【Abstract】:

【Keywords】:

188. Cross-Lingual Part-of-Speech Tagging through Ambiguous Learning.

Paper Link】 【Pages】:1779-1785

【Authors】: Guillaume Wisniewski ; Nicolas Pécheux ; Souhir Gahbiche-Braham ; François Yvon

【Abstract】:

【Keywords】:

189. Comparing Representations of Semantic Roles for String-To-Tree Decoding.

Paper Link】 【Pages】:1786-1791

【Authors】: Marzieh Bazrafshan ; Daniel Gildea

【Abstract】:

【Keywords】:

190. Detecting Non-compositional MWE Components using Wiktionary.

Paper Link】 【Pages】:1792-1797

【Authors】: Bahar Salehi ; Paul Cook ; Timothy Baldwin

【Abstract】:

【Keywords】:

191. Joint Emotion Analysis via Multi-task Gaussian Processes.

Paper Link】 【Pages】:1798-1803

【Authors】: Daniel Beck ; Trevor Cohn ; Lucia Specia

【Abstract】:

【Keywords】:

192. Detecting Latent Ideology in Expert Text: Evidence From Academic Papers in Economics.

Paper Link】 【Pages】:1804-1809

【Authors】: Zubin Jelveh ; Bruce Kogut ; Suresh Naidu

【Abstract】:

【Keywords】:

193. A Model of Individual Differences in Gaze Control During Reading.

Paper Link】 【Pages】:1810-1815

【Authors】: Niels Landwehr ; Sebastian Arzt ; Tobias Scheffer ; Reinhold Kliegl

【Abstract】:

【Keywords】:

194. Muli-label Text Categorization with Hidden Components.

Paper Link】 【Pages】:1816-1821

【Authors】: Li Li ; Longkai Zhang ; Houfeng Wang

【Abstract】:

【Keywords】:

195. #TagSpace: Semantic Embeddings from Hashtags.

Paper Link】 【Pages】:1822-1827

【Authors】: Jason Weston ; Sumit Chopra ; Keith Adams

【Abstract】:

【Keywords】:

196. Joint Decoding of Tree Transduction Models for Sentence Compression.

Paper Link】 【Pages】:1828-1833

【Authors】: Jin-ge Yao ; Xiaojun Wan ; Jianguo Xiao

【Abstract】:

【Keywords】:

197. Dependency-based Discourse Parser for Single-Document Summarization.

Paper Link】 【Pages】:1834-1839

【Authors】: Yasuhisa Yoshida ; Jun Suzuki ; Tsutomu Hirao ; Masaaki Nagata

【Abstract】:

【Keywords】:

198. Improving Word Alignment using Word Similarity.

Paper Link】 【Pages】:1840-1845

【Authors】: Theerawat Songyot ; David Chiang

【Abstract】:

【Keywords】:

199. Constructing Information Networks Using One Single Model.

Paper Link】 【Pages】:1846-1851

【Authors】: Qi Li ; Heng Ji ; Yu Hong ; Sujian Li

【Abstract】:

【Keywords】:

200. Event Role Extraction using Domain-Relevant Word Representations.

Paper Link】 【Pages】:1852-1857

【Authors】: Emanuela Boros ; Romaric Besançon ; Olivier Ferret ; Brigitte Grau

【Abstract】:

【Keywords】:

201. Modeling Joint Entity and Relation Extraction with Table Representation.

Paper Link】 【Pages】:1858-1869

【Authors】: Makoto Miwa ; Yutaka Sasaki

【Abstract】:

【Keywords】:

202. ZORE: A Syntax-based System for Chinese Open Relation Extraction.

Paper Link】 【Pages】:1870-1880

【Authors】: Likun Qiu ; Yue Zhang

【Abstract】:

【Keywords】:

203. Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction.

Paper Link】 【Pages】:1881-1890

【Authors】: Longkai Zhang ; Houfeng Wang ; Xu Sun

【Abstract】:

【Keywords】:

204. Type-Aware Distantly Supervised Relation Extraction with Linked Arguments.

Paper Link】 【Pages】:1891-1901

【Authors】: Mitchell Koch ; John Gilmer ; Stephen Soderland ; Daniel S. Weld

【Abstract】:

【Keywords】:

205. Automatic Inference of the Tense of Chinese Events Using Implicit Linguistic Information.

Paper Link】 【Pages】:1902-1911

【Authors】: Yuchen Zhang ; Nianwen Xue

【Abstract】:

【Keywords】:

206. Joint Inference for Knowledge Base Population.

Paper Link】 【Pages】:1912-1923

【Authors】: Liwei Chen ; Yansong Feng ; Jinghui Mo ; Songfang Huang ; Dongyan Zhao

【Abstract】:

【Keywords】:

207. Combining Visual and Textual Features for Information Extraction from Online Flyers.

Paper Link】 【Pages】:1924-1929

【Authors】: Emilia Apostolova ; Noriko Tomuro

【Abstract】:

【Keywords】:

208. CTPs: Contextual Temporal Profiles for Time Scoping Facts using State Change Detection.

Paper Link】 【Pages】:1930-1936

【Authors】: Derry Tanti Wijaya ; Ndapandula Nakashole ; Tom M. Mitchell

【Abstract】:

【Keywords】:

209. Noisy Or-based model for Relation Extraction using Distant Supervision.

Paper Link】 【Pages】:1937-1941

【Authors】: Ajay Nagesh ; Gholamreza Haffari ; Ganesh Ramakrishnan

【Abstract】:

【Keywords】:

210. Search-Aware Tuning for Machine Translation.

Paper Link】 【Pages】:1942-1952

【Authors】: Lemao Liu ; Liang Huang

【Abstract】:

【Keywords】:

211. Latent-Variable Synchronous CFGs for Hierarchical Translation.

Paper Link】 【Pages】:1953-1964

【Authors】: Avneesh Saluja ; Chris Dyer ; Shay B. Cohen

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