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EMNLP 2015: all accepted papers

320 papers · page 2 of 4 · the most cited first · ← EMNLP 2015

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  1. Discourse parsing for multi-party chat dialoguesStergos Afantenos, Eric Kow, Nicholas Asher et al.57 citations · our summary
  2. Motivating Personality-aware Machine Translation ↗Shachar Mirkin, Scott Nowson, Caroline Brun et al.57 citations
  3. Non-lexical neural architecture for fine-grained POS Tagging ↗Matthieu Labeau, Kevin Löser, Alexandre Allauzen57 citations
  4. Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantics ↗David S. Batista, Bruno Martins, Mário J. Silva56 citations
  5. Predicting the Structure of Cooking Recipes ↗Jermsak Jermsurawong, Nizar Habash55 citations
  6. Efficient Methods for Incorporating Knowledge into Topic Models ↗Yi Yang, Doug Downey, Jordan Boyd-Graber51 citations
  7. Online Learning of Interpretable Word Embeddings ↗Hongyin Luo, Zhiyuan Liu, Huanbo Luan et al.51 citations
  8. Building a shared world: mapping distributional to model-theoretic semantic spaces ↗Aurélie Herbelot, Eva Maria Vecchi49 citations
  9. Joint A* CCG Parsing and Semantic Role Labelling ↗Mike Lewis, Luheng He, Luke Zettlemoyer48 citations
  10. Visual Bilingual Lexicon Induction with Transferred ConvNet Features ↗Douwe Kiela, Ivan Vulić, Stephen Clark48 citations
  11. Extractive Summarization by Maximizing Semantic Volume ↗Dani Yogatama, Fei Liu, Noah A. Smith47 citations
  12. Identification and Verification of Simple Claims about Statistical Properties ↗Andreas Vlachos, Sebastian Riedel46 citations
  13. ReVal: A Simple and Effective Machine Translation Evaluation Metric Based on Recurrent Neural Networks ↗Rohit Gupta, Constantin Orăsan, Josef van Genabith46 citations
  14. Global Thread-level Inference for Comment Classification in Community Question Answering ↗Shafiq Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino et al.45 citations
  15. Identifying Political Sentiment between Nation States with Social Media ↗Nathanael Chambers, Victor Bowen, Ethan Genco et al.45 citations
  16. Improving Arabic Diacritization through Syntactic AnalysisAnas Shahrour, Salam Khalifa, Nizar Habash44 citations · our summary
  17. Abstractive Multi-document Summarization with Semantic Information Extraction ↗Wei Li42 citations
  18. Improved Arabic Dialect Classification with Social Media Data ↗Fei Huang42 citations
  19. Improved Transition-Based Parsing and Tagging with Neural Networks ↗Chris Alberti, David Weiss, Greg Coppola et al.42 citations
  20. Joint Event Trigger Identification and Event Coreference Resolution with Structured PerceptronJun Araki, Teruko Mitamura42 citations · our summary
  21. Noise or additional information? Leveraging crowdsource annotation item agreement for natural language tasks. ↗Emily Jamison, Iryna Gurevych42 citations
  22. Exploring Markov Logic Networks for Question Answering ↗Tushar Khot, Niranjan Balasubramanian, Eric Gribkoff et al.41 citations
  23. Personality Profiling of Fictional Characters using Sense-Level Links between Lexical Resources ↗Lucie Flekova, Iryna Gurevych41 citations
  24. Towards the Extraction of Customer-to-Customer Suggestions from Reviews ↗Sapna Negi, Paul Buitelaar41 citations
  25. A Tableau Prover for Natural Logic and Language ↗Lasha Abzianidze40 citations
  26. Context-Dependent Knowledge Graph Embedding ↗Yuanfei Luo, Quan Wang, Bin Wang et al.40 citations
  27. Learning Semantic Composition to Detect Non-compositionality of Multiword Expressions ↗Majid Yazdani, Mehrdad Farahmand, James Henderson40 citations
  28. Open Extraction of Fine-Grained Political Statements ↗David Bamman, Noah A. Smith40 citations
  29. Talking to the crowd: What do people react to in online discussions? ↗Aaron Jaech, Victoria Zayats, Hao Fang et al.40 citations
  30. Human Evaluation of Grammatical Error Correction Systems ↗Roman Grundkiewicz, Marcin Junczys-Dowmunt, Edward Gillian39 citations
  31. A Neural Network Model for Low-Resource Universal Dependency Parsing ↗Long Duong, Trevor Cohn, Steven Bird et al.38 citations
  32. Bayesian Optimization of Text Representations ↗Dani Yogatama, Lingpeng Kong, Noah A. Smith38 citations
  33. Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks ↗Zhen Wang, Tingsong Jiang, Baobao Chang et al.38 citations
  34. System Combination for Multi-document Summarization ↗Kai Hong, Mitchell Marcus, Ani Nenkova37 citations
  35. Adapting Phrase-based Machine Translation to Normalise Medical Terms in Social Media Messages ↗Nut Limsopatham, Nigel Collier36 citations
  36. Concept-based Summarization using Integer Linear Programming: From Concept Pruning to Multiple Optimal Solutions ↗Florian Boudin, Hugo Mougard, Benoit Favre36 citations
  37. Language and Domain Independent Entity Linking with Quantified Collective Validation ↗Han Wang, Jin Guang Zheng, Xiaogang Ma et al.35 citations
  38. Open-Domain Name Error Detection using a Multi-Task RNN ↗Hao Cheng, Hao Fang, Mari Ostendorf35 citations
  39. Variable-Length Word Encodings for Neural Translation Models ↗Rohan Chitnis, John DeNero35 citations
  40. Image-Mediated Learning for Zero-Shot Cross-Lingual Document Retrieval ↗Ruka Funaki, Hideki Nakayama34 citations
  41. Social Media Text Classification under Negative Covariate Shift ↗Geli Fei, Bing Liu34 citations
  42. The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization ↗Phong Le, Willem Zuidema34 citations
  43. Efficient Hyper-parameter Optimization for NLP Applications ↗Lidan Wang, Minwei Feng, Bowen Zhou et al.33 citations
  44. Sentence Modeling with Gated Recursive Neural Network ↗Xinchi Chen, Xipeng Qiu, Chenxi Zhu et al.33 citations
  45. Spelling Correction of User Search Queries through Statistical Machine Translation ↗Saša Hasan, Carmen Heger, Saab Mansour33 citations
  46. CORE: Context-Aware Open Relation Extraction with Factorization Machines ↗Fabio Petroni, Luciano Del Corro, Rainer Gemulla32 citations
  47. Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse RelationsYangfeng Ji, Gongbo Zhang, Jacob Eisenstein32 citations · our summary
  48. ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation ↗Chuncheng Xiang, Tingsong Jiang, Baobao Chang et al.32 citations
  49. Modeling Reportable Events as Turning Points in Narrative ↗Jessica Ouyang, Kathleen McKeown32 citations
  50. Translation Invariant Word Embeddings ↗Kejun Huang, Matt Gardner, Evangelos Papalexakis et al.32 citations
  51. A Strong Lexical Matching Method for the Machine Comprehension Test ↗Ellery Smith, Nicola Greco, Matko Bošnjak et al.31 citations
  52. Personalized Machine Translation: Predicting Translational Preferences ↗Shachar Mirkin, Jean-Luc Meunier31 citations
  53. Fatal or not? Finding errors that lead to dialogue breakdowns in chat-oriented dialogue systems ↗Ryuichiro Higashinaka, Masahiro Mizukami, Kotaro Funakoshi et al.30 citations
  54. Improving Distant Supervision for Information Extraction Using Label Propagation Through Lists ↗Lidong Bing, Sneha Chaudhari, Richard Wang et al.30 citations
  55. Summarizing Student Responses to Reflection Prompts ↗Wencan Luo, Diane Litman30 citations
  56. Using Personal Traits For Brand Preference Prediction ↗Chao Yang, Shimei Pan, Jalal Mahmud et al.29 citations
  57. Adjective Intensity and Sentiment Analysis ↗Raksha Sharma, Mohit Gupta, Astha Agarwal et al.28 citations
  58. Twitter-scale New Event Detection via K-term Hashing ↗Dominik Wurzer, Victor Lavrenko, Miles Osborne28 citations
  59. Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags ↗Yeyun Gong, Qi Zhang, Xuanjing Huang27 citations
  60. Knowledge Base Unification via Sense Embeddings and Disambiguation ↗Claudio Delli Bovi, Luis Espinosa-Anke, Roberto Navigli27 citations
  61. Learning to Automatically Solve Logic Grid Puzzles ↗Arindam Mitra, Chitta Baral27 citations
  62. A Transition-based Model for Joint Segmentation, POS-tagging and Normalization ↗Tao Qian, Yue Zhang, Meishan Zhang et al.26 citations
  63. An Unsupervised Method for Discovering Lexical Variations in Roman Urdu Informal Text ↗Abdul Rafae, Abdul Qayyum, Muhammad Moeenuddin et al.25 citations
  64. Do You See What I Mean? Visual Resolution of Linguistic Ambiguities ↗Yevgeni Berzak, Andrei Barbu, Daniel Harari et al.25 citations
  65. Multi-label Text Categorization with Joint Learning Predictions-as-Features Method ↗Li Li, Houfeng Wang, Xu Sun et al.25 citations
  66. A Single Word is not Enough: Ranking Multiword Expressions Using Distributional Semantics ↗Martin Riedl, Chris Biemann24 citations
  67. How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models ↗Shafiq Joty, Hassan Sajjad, Nadir Durrani et al.24 citations
  68. Sentiment Flow - A General Model of Web Review Argumentation ↗Henning Wachsmuth, Johannes Kiesel, Benno Stein24 citations
  69. Syntax-based Rewriting for Simultaneous Machine Translation ↗He He, Alvin Grissom II, John Morgan et al.24 citations
  70. What Your Username Says About You ↗Aaron Jaech, Mari Ostendorf24 citations
  71. Intra-sentential Zero Anaphora Resolution using Subject Sharing RecognitionRyu Iida, Kentaro Torisawa, Chikara Hashimoto et al.23 citations · our summary
  72. Learning to Recognize Affective Polarity in Similes ↗Ashequl Qadir, Ellen Riloff, Marilyn Walker23 citations
  73. Named entity recognition with document-specific KB tag gazetteers ↗Will Radford, Xavier Carreras, James Henderson23 citations
  74. Cross Lingual Sentiment Analysis using Modified BRAE ↗Sarthak Jain, Shashank Batra22 citations
  75. Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions ↗Arnau Ramisa, Josiah Wang, Ying Lu et al.21 citations
  76. Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning ↗Isabelle Augenstein, Andreas Vlachos, Diana Maynard21 citations
  77. A Comparative Study on Regularization Strategies for Embedding-based Neural Networks ↗Hao Peng, Lili Mou, Ge Li et al.20 citations
  78. A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution ↗Shaohua Li, Jun Zhu, Chunyan Miao20 citations
  79. An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles ↗Deyu Zhou, Haiyang Xu, Yulan He20 citations
  80. Auto-Sizing Neural Networks: With Applications to n-gram Language Models ↗Kenton Murray, David Chiang20 citations
  81. Conversation Trees: A Grammar Model for Topic Structure in Forums ↗Annie Louis, Shay B. Cohen20 citations
  82. Improving Statistical Machine Translation with a Multilingual Paraphrase Database ↗Ramtin Mehdizadeh Seraj, Maryam Siahbani, Anoop Sarkar20 citations
  83. Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation ↗Jinsong Su, Deyi Xiong, Biao Zhang et al.19 citations
  84. Co-Training for Topic Classification of Scholarly Data ↗Cornelia Caragea, Florin Bulgarov, Rada Mihalcea19 citations
  85. Cross-document Event Coreference Resolution based on Cross-media Features ↗Tongtao Zhang, Hongzhi Li, Heng Ji et al.19 citations
  86. Navigating the Semantic Horizon using Relative Neighborhood Graphs ↗Amaru Cuba Gyllensten, Magnus Sahlgren19 citations
  87. Touch-Based Pre-Post-Editing of Machine Translation Output ↗Benjamin Marie, Aurélien Max19 citations
  88. Using Content-level Structures for Summarizing Microblog Repost Trees ↗Jing Li, Wei Gao, Zhongyu Wei et al.19 citations
  89. Convolutional Sentence Kernel from Word Embeddings for Short Text Categorization ↗Jonghoon Kim, François Rousseau, Michalis Vazirgiannis18 citations
  90. A quantitative analysis of gender differences in movies using psycholinguistic normatives ↗Anil Ramakrishna, Nikolaos Malandrakis, Elizabeth Staruk et al.17 citations
  91. Distributed Representations for Unsupervised Semantic Role Labeling ↗Kristian Woodsend, Mirella Lapata17 citations
  92. From the Virtual to the RealWorld: Referring to Objects in Real-World Spatial Scenes ↗Dimitra Gkatzia, Verena Rieser, Phil Bartie et al.17 citations
  93. Multilingual discriminative lexicalized phrase structure parsing ↗Benoit Crabbé17 citations
  94. Discourse Planning with an N-gram Model of Relations ↗Or Biran, Kathleen McKeown16 citations
  95. A Comparison between Count and Neural Network Models Based on Joint Translation and Reordering Sequences ↗Andreas Guta, Tamer Alkhouli, Jan-Thorsten Peter et al.15 citations
  96. Answering Elementary Science Questions by Constructing Coherent Scenes using Background Knowledge ↗Yang Li, Peter Clark15 citations
  97. Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar ↗Junhui Li, Muhua Zhu, Wei Lu et al.15 citations
  98. Modeling Tweet Arrival Times using Log-Gaussian Cox Processes ↗Michal Lukasik, P. K. Srijith, Trevor Cohn et al.15 citations
  99. A Graph-based Readability Assessment Method using Word Coupling ↗Zhiwei Jiang, Gang Sun, Qing Gu et al.14 citations
  100. A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining ↗Salud M. Jiménez Zafra, Giacomo Berardi, Andrea Esuli et al.14 citations

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