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NAACL 2016: all accepted papers

207 papers · page 1 of 3 · the most cited first · ← NAACL 2016

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  1. “Why Should I Trust You?”: Explaining the Predictions of Any Classifier ↗Marco Ribeiro, Sameer Singh, Carlos Guestrin · Demonstrations5,419 citations
  2. Hierarchical Attention Networks for Document ClassificationZichao Yang, Diyi Yang, Chris Dyer et al.4,712 citations · our summary
  3. Neural Architectures for Named Entity RecognitionGuillaume Lample, Miguel Ballesteros, Sandeep Subramanian et al.4,271 citations · our summary
  4. A Diversity-Promoting Objective Function for Neural Conversation ModelsJiwei Li, Michel Galley, Chris Brockett et al.1,926 citations · our summary
  5. Abstractive Sentence Summarization with Attentive Recurrent Neural NetworksSumit Chopra, Michael Auli, Alexander M. Rush881 citations · our summary
  6. Joint Event Extraction via Recurrent Neural NetworksThien Huu Nguyen, Kyunghyun Cho, Ralph Grishman647 citations · our summary
  7. Visualizing and Understanding Neural Models in NLPJiwei Li, Xinlei Chen, Eduard Hovy et al.625 citations · our summary
  8. A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories ↗Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He et al.589 citations
  9. Multi-Way, Multilingual Neural Machine Translation with a Shared Attention MechanismOrhan Firat, Kyunghyun Cho, Yoshua Bengio562 citations · our summary
  10. Learning Distributed Representations of Sentences from Unlabelled DataFelix Hill, Kyunghyun Cho, Anna Korhonen560 citations · our summary
  11. Recurrent Neural Network Grammars ↗Chris Dyer, Adhiguna Kuncoro, Miguel Ballesteros et al.504 citations
  12. Learning to Compose Neural Networks for Question AnsweringJacob Andreas, Marcus Rohrbach, Trevor Darrell et al.446 citations · our summary
  13. Sequential Short-Text Classification with Recurrent and Convolutional Neural NetworksJi Young Lee, Franck Dernoncourt434 citations · our summary
  14. Learning Natural Language Inference with LSTMShuohang Wang, Jing Jiang408 citations · our summary
  15. Farasa: A Fast and Furious Segmenter for ArabicAhmed Abdelali, Kareem Darwish, Nadir Durrani et al. · Demonstrations371 citations · our summary
  16. Counter-fitting Word Vectors to Linguistic Constraints ↗Nikola Mrkšić, Diarmuid Ó Séaghdha, Blaise Thomson et al.354 citations
  17. Emergent: a novel data-set for stance classificationWilliam Ferreira, Andreas Vlachos348 citations · our summary
  18. Bidirectional RNN for Medical Event Detection in Electronic Health Records ↗Abhyuday N Jagannatha, Hong Yu304 citations
  19. Multi-Source Neural TranslationBarret Zoph, Kevin Knight300 citations · our summary
  20. Controlling Politeness in Neural Machine Translation via Side ConstraintsRico Sennrich, Barry Haddow, Alexandra Birch268 citations · our summary
  21. What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine AlignmentHongyuan Mei, Mohit Bansal, Matthew R. Walter237 citations · our summary
  22. Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity MeasurementHua He, Jimmy Lin232 citations · our summary
  23. Grammatical error correction using neural machine translation ↗Zheng Yuan, Ted Briscoe221 citations
  24. Joint Extraction of Events and Entities within a Document ContextBishan Yang, Tom M. Mitchell220 citations · our summary
  25. Black Holes and White Rabbits: Metaphor Identification with Visual FeaturesEkaterina Shutova, Douwe Kiela, Jean Maillard218 citations · our summary
  26. Visual StorytellingTing-Hao Kenneth Huang, Francis Ferraro, Nasrin Mostafazadeh et al.218 citations · our summary
  27. MAWPS: A Math Word Problem Repository ↗Rik Koncel-Kedziorski, Subhro Roy, Aida Amini et al.215 citations
  28. Multilingual Language Processing From BytesDan Gillick, Cliff Brunk, Oriol Vinyals et al.208 citations · our summary
  29. Combining Recurrent and Convolutional Neural Networks for Relation Classification ↗Ngoc Thang Vu, Heike Adel, Pankaj Gupta et al.190 citations
  30. Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks ↗Matthew Francis-Landau, Greg Durrett, Dan Klein175 citations
  31. Learning Global Features for Coreference ResolutionSam Wiseman, Alexander M. Rush, Stuart M. Shieber172 citations · our summary
  32. Multi-domain Neural Network Language Generation for Spoken Dialogue SystemsTsung-Hsien Wen, Milica Gašić, Nikola Mrkšić et al.167 citations · our summary
  33. Incorporating Structural Alignment Biases into an Attentional Neural Translation ModelTrevor Cohn, Cong Duy Vu Hoang, Ekaterina Vymolova et al.161 citations · our summary
  34. Building Chinese Affective Resources in Valence-Arousal Dimensions ↗Liang-Chih Yu, Lung-Hao Lee, Shuai Hao et al.152 citations
  35. An Attentional Model for Speech Translation Without Transcription ↗Long Duong, Antonios Anastasopoulos, David Chiang et al.147 citations
  36. Fast and Easy Short Answer Grading with High Accuracy ↗Md Arafat Sultan, Cristobal Salazar, Tamara Sumner143 citations
  37. Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships ↗Mohit Iyyer, Anupam Guha, Snigdha Chaturvedi et al.141 citations
  38. Breaking the Closed World Assumption in Text Classification ↗Geli Fei, Bing Liu133 citations
  39. Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents ↗Rui Zhang, Honglak Lee, Dragomir R. Radev130 citations
  40. Neural Network-Based Abstract Generation for Opinions and ArgumentsLu Wang, Wang Ling130 citations · our summary
  41. Dependency Based Embeddings for Sentence Classification Tasks ↗Alexandros Komninos, Suresh Manandhar121 citations
  42. Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence ↗Gakuto Kurata, Bing Xiang, Bowen Zhou118 citations
  43. Ultradense Word Embeddings by Orthogonal Transformation ↗Sascha Rothe, Sebastian Ebert, Hinrich Schütze116 citations
  44. End-to-End Argumentation Mining in Student EssaysIsaac Persing, Vincent Ng113 citations · our summary
  45. MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification ↗Ye Zhang, Stephen Roller, Byron C. Wallace113 citations
  46. Capturing Reliable Fine-Grained Sentiment Associations by Crowdsourcing and Best–Worst ScalingSvetlana Kiritchenko, Saif M. Mohammad108 citations · our summary
  47. Cross-lingual Wikification Using Multilingual EmbeddingsChen-Tse Tsai, Dan Roth107 citations · our summary
  48. Morphological Inflection Generation Using Character Sequence to Sequence Learning ↗Manaal Faruqui, Yulia Tsvetkov, Graham Neubig et al.107 citations
  49. Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings ↗Yuan Zhang, David Gaddy, Regina Barzilay et al.106 citations
  50. The Role of Context Types and Dimensionality in Learning Word EmbeddingsOren Melamud, David McClosky, Siddharth Patwardhan et al.103 citations · our summary
  51. Natural Language Communication with Robots ↗Yonatan Bisk, Deniz Yuret, Daniel Marcu100 citations
  52. A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models ↗Yangfeng Ji, Gholamreza Haffari, Jacob Eisenstein99 citations
  53. Multilingual Relation Extraction using Compositional Universal Schema ↗Patrick Verga, David Belanger, Emma Strubell et al.99 citations
  54. Generation from Abstract Meaning Representation using Tree TransducersJeffrey Flanigan, Chris Dyer, Noah A. Smith et al.96 citations · our summary
  55. A Long Short-Term Memory Framework for Predicting Humor in Dialogues ↗Dario Bertero, Pascale Fung95 citations
  56. STransE: a novel embedding model of entities and relationships in knowledge bases ↗Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu et al.94 citations
  57. Agreement on Target-bidirectional Neural Machine Translation ↗Lemao Liu, Masao Utiyama, Andrew Finch et al.93 citations
  58. Leverage Financial News to Predict Stock Price Movements Using Word Embeddings and Deep Neural Networks ↗Yangtuo Peng, Hui Jiang89 citations
  59. Semi-supervised Question Retrieval with Gated Convolutions ↗Tao Lei, Hrishikesh Joshi, Regina Barzilay et al.89 citations
  60. Recurrent Memory Networks for Language Modeling ↗Ke Tran, Arianna Bisazza, Christof Monz84 citations
  61. Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification ↗Aditya Mogadala, Achim Rettinger80 citations
  62. Improve Chinese Word Embeddings by Exploiting Internal Structure ↗Jian Xu, Jiawei Liu, Liangang Zhang et al.79 citations
  63. Shallow Parsing Pipeline - Hindi-English Code-Mixed Social Media Text ↗Arnav Sharma, Sakshi Gupta, Raveesh Motlani et al.78 citations
  64. Top-down Tree Long Short-Term Memory Networks ↗Xingxing Zhang, Liang Lu, Mirella Lapata78 citations
  65. Supertagging With LSTMs ↗Ashish Vaswani, Yonatan Bisk, Kenji Sagae et al.72 citations
  66. LSTM CCG ParsingMike Lewis, Kenton Lee, Luke Zettlemoyer71 citations · our summary
  67. Effective Crowd Annotation for Relation Extraction ↗Angli Liu, Stephen Soderland, Jonathan Bragg et al.67 citations
  68. Geolocation for Twitter: Timing Matters ↗Mark Dredze, Miles Osborne, Prabhanjan Kambadur67 citations
  69. Conversational Flow in Oxford-style Debates ↗Justine Zhang, Ravi Kumar, Sujith Ravi et al.60 citations
  70. Interpretese vs. Translationese: The Uniqueness of Human Strategies in Simultaneous Interpretation ↗He He, Jordan Boyd-Graber, Hal Daumé III59 citations
  71. Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning ↗Yulia Tsvetkov, Sunayana Sitaram, Manaal Faruqui et al.59 citations
  72. Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning ↗Janarthanan Rajendran, Mitesh M. Khapra, Sarath Chandar et al.57 citations
  73. Weighting Finite-State Transductions With Neural Context ↗Pushpendre Rastogi, Ryan Cotterell, Jason Eisner57 citations
  74. Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking ↗Kateryna Tymoshenko, Daniele Bonadiman, Alessandro Moschitti56 citations
  75. Inferring Psycholinguistic Properties of Words ↗Gustavo Paetzold, Lucia Specia55 citations
  76. Deep LSTM based Feature Mapping for Query Classification ↗Yangyang Shi, Kaisheng Yao, Le Tian et al.54 citations
  77. The Sensitivity of Topic Coherence Evaluation to Topic Cardinality ↗Jey Han Lau, Timothy Baldwin54 citations
  78. Cross-Domain Mining of Argumentative Text through Distant Supervision ↗Khalid Al-Khatib, Henning Wachsmuth, Matthias Hagen et al.52 citations
  79. Conversational Markers of Constructive Discussions ↗Vlad Niculae, Cristian Danescu-Niculescu-Mizil51 citations
  80. A Translation-Based Knowledge Graph Embedding Preserving Logical Property of Relations ↗Hee-Geun Yoon, Hyun-Je Song, Seong-Bae Park et al.49 citations
  81. A Joint Model of Orthography and Morphological Segmentation ↗Ryan Cotterell, Tim Vieira, Hinrich Schütze48 citations
  82. A Low-Rank Approximation Approach to Learning Joint Embeddings of News Stories and Images for Timeline Summarization ↗William Yang Wang, Yashar Mehdad, Dragomir R. Radev et al.47 citations
  83. Stating the Obvious: Extracting Visual Common Sense Knowledge ↗Mark Yatskar, Vicente Ordonez, Ali Farhadi46 citations
  84. Integer Linear Programming for Discourse ParsingJérémy Perret, Stergos Afantenos, Nicholas Asher et al.45 citations · our summary
  85. rstWeb - A Browser-based Annotation Interface for Rhetorical Structure Theory and Discourse RelationsAmir Zeldes · Demonstrations43 citations · our summary
  86. Individual Variation in the Choice of Referential Form ↗Thiago Castro Ferreira, Emiel Krahmer, Sander Wubben42 citations
  87. Dynamic Feature Induction: The Last Gist to the State-of-the-Art ↗Jinho D. Choi41 citations
  88. Comparing Convolutional Neural Networks to Traditional Models for Slot Filling ↗Heike Adel, Benjamin Roth, Hinrich Schütze40 citations
  89. A Novel Approach to Dropped Pronoun Translation ↗Longyue Wang, Zhaopeng Tu, Xiaojun Zhang et al.38 citations
  90. Frustratingly Easy Cross-Lingual Transfer for Transition-Based Dependency Parsing ↗Ophélie Lacroix, Lauriane Aufrant, Guillaume Wisniewski et al.38 citations
  91. DAG-Structured Long Short-Term Memory for Semantic Compositionality ↗Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo37 citations
  92. Discriminative Reranking for Grammatical Error Correction with Statistical Machine Translation ↗Tomoya Mizumoto, Yuji Matsumoto36 citations
  93. Learning Distributed Word Representations For Bidirectional LSTM Recurrent Neural Network ↗Peilu Wang, Yao Qian, Frank K. Soong et al.36 citations
  94. Sentiment Composition of Words with Opposing Polarities ↗Svetlana Kiritchenko, Saif M. Mohammad36 citations
  95. Assessing Relative Sentence Complexity using an Incremental CCG Parser ↗Bharat Ram Ambati, Siva Reddy, Mark Steedman35 citations
  96. Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders ↗Simon Šuster, Ivan Titov, Gertjan van Noord35 citations
  97. Dynamic Entity Representation with Max-pooling Improves Machine Reading ↗Sosuke Kobayashi, Ran Tian, Naoaki Okazaki et al.35 citations
  98. Learning a POS tagger for AAVE-like languageAnna Jørgensen, Dirk Hovy, Anders Søgaard34 citations · our summary
  99. Zara The Supergirl: An Empathetic Personality Recognition System ↗Pascale Fung, Anik Dey, Farhad Bin Siddique et al. · Demonstrations34 citations
  100. Incorporating Side Information into Recurrent Neural Network Language Models ↗Cong Duy Vu Hoang, Trevor Cohn, Gholamreza Haffari33 citations

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