📰 ACL 2016: all papers in our library

50 works · the most cited first · ← ACL 2016

1. Neural Machine Translation of Rare Words with Subword UnitsAnnual Meeting of the Association for Computational Linguistics (ACL)Rico Sennrich, Barry Haddow, Alexandra Birch2016 · 3,980 citations
2. Attention-Based Bidirectional Long Short-Term Memory Networks for Relation ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Peng Zhou, Wei Shi, Jun Tian, et al.2016 · 2,218 citations
3. Incorporating Copying Mechanism in Sequence-to-Sequence LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Jiatao Gu, Zhengdong Lu, Hang Li, et al.2016 · 1,904 citations
4. End-to-End Relation Extraction using LSTMs on Sequences and Tree StructuresAnnual Meeting of the Association for Computational Linguistics (ACL)Makoto Miwa, Mohit Bansal2016 · 1,603 citations
5. Diachronic Word Embeddings Reveal Statistical Laws of Semantic ChangeAnnual Meeting of the Association for Computational Linguistics (ACL)William L. Hamilton, Jure Leskovec, Dan Jurafsky2016 · 1,273 citations
6. Neural Summarization by Extracting Sentences and WordsAnnual Meeting of the Association for Computational Linguistics (ACL)Jianpeng Cheng, Mirella Lapata2016 · 1,004 citations
7. Language to Logical Form with Neural AttentionAnnual Meeting of the Association for Computational Linguistics (ACL)Li Dong, Mirella Lapata2016 · 948 citations
8. Modeling Coverage for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Zhaopeng Tu, Zhengdong Lu, Yang Liu, et al.2016 · 934 citations
9. The Value of Semantic Parse Labeling for Knowledge Base Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Wen-tau Yih, Matthew Richardson, Chris Meek, et al.2016 · 716 citations
10. A Thorough Examination of the CNN/Daily Mail Reading Comprehension TaskAnnual Meeting of the Association for Computational Linguistics (ACL)Danqi Chen, Jason Bolton, Christopher D. Manning2016 · 691 citations
11. Globally Normalized Transition-Based Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Andor, Chris Alberti, David Weiss, et al.2016 · 679 citations
12. Pointing the Unknown WordsAnnual Meeting of the Association for Computational Linguistics (ACL)Caglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, et al.2016 · 644 citations
13. Harnessing Deep Neural Networks with Logic RulesAnnual Meeting of the Association for Computational Linguistics (ACL)Zhiting Hu, Xuezhe Ma, Zhengzhong Liu, et al.2016 · 619 citations
14. Deep multi-task learning with low level tasks supervised at lower layersAnnual Meeting of the Association for Computational Linguistics (ACL)Anders Søgaard, Yoav Goldberg2016 · 586 citations
15. Relation Classification via Multi-Level Attention CNNsAnnual Meeting of the Association for Computational Linguistics (ACL)Linlin Wang, Zhu Cao, Gerard de Melo, et al.2016 · 576 citations
16. The Social Impact of Natural Language ProcessingAnnual Meeting of the Association for Computational Linguistics (ACL)Dirk Hovy, Shannon L. Spruit2016 · 518 citations
17. The LAMBADA dataset: Word prediction requiring a broad discourse contextAnnual Meeting of the Association for Computational Linguistics (ACL)Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, et al.2016 · 511 citations
18. Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Minh-Thang Luong, Christopher D. Manning2016 · 471 citations
19. Natural Language Inference by Tree-Based Convolution and Heuristic MatchingAnnual Meeting of the Association for Computational Linguistics (ACL)Lili Mou, Rui Men, Ge Li, et al.2016 · 427 citations
20. Improving Coreference Resolution by Learning Entity-Level Distributed RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Kevin Clark, Christopher D. Manning2016 · 422 citations
21. A Character-level Decoder without Explicit Segmentation for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Junyoung Chung, Kyunghyun Cho, Yoshua Bengio2016 · 411 citations
22. Text Understanding with the Attention Sum Reader NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Rudolf Kadlec, Martin Schmid, Ondrej Bajgar, et al.2016 · 382 citations
23. Question Answering on Freebase via Relation Extraction and Textual EvidenceAnnual Meeting of the Association for Computational Linguistics (ACL)Kun Xu, Siva Reddy, Yansong Feng, et al.2016 · 359 citations
24. Generating Natural Questions About an ImageAnnual Meeting of the Association for Computational Linguistics (ACL)Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, et al.2016 · 340 citations
25. The Creation and Analysis of a Website Privacy Policy CorpusAnnual Meeting of the Association for Computational Linguistics (ACL)Shomir Wilson, Florian Schaub, Aswarth Abhilash Dara, et al.2016 · 336 citations
26. Improving Hypernymy Detection with an Integrated Path-based and Distributional MethodAnnual Meeting of the Association for Computational Linguistics (ACL)Vered Shwartz, Yoav Goldberg, Ido Dagan2016 · 319 citations
27. Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTMAnnual Meeting of the Association for Computational Linguistics (ACL)Ivan Habernal, Iryna Gurevych2016 · 302 citations
28. Automatic Text Scoring Using Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Dimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei2016 · 257 citations
29. Neural Semantic Role Labeling with Dependency Path EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Michael Roth, Mirella Lapata2016 · 252 citations
30. Cross-lingual Models of Word Embeddings: An Empirical ComparisonAnnual Meeting of the Association for Computational Linguistics (ACL)Shyam Upadhyay, Manaal Faruqui, Chris Dyer, et al.2016 · 246 citations
31. Commonsense Knowledge Base CompletionAnnual Meeting of the Association for Computational Linguistics (ACL)Xiang Li, Aynaz Taheri, Lifu Tu, et al.2016 · 233 citations
32. A Language-Independent Neural Network for Event DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaocheng Feng, Lifu Huang, Duyu Tang, et al.2016 · 226 citations
33. Learning-Based Single-Document Summarization with Compression and Anaphoricity ConstraintsAnnual Meeting of the Association for Computational Linguistics (ACL)Greg Durrett, Taylor Berg-Kirkpatrick, Dan Klein2016 · 211 citations
34. Which Coreference Evaluation Metric Do You Trust? A Proposal for a Link-based Entity Aware MetricNafise Sadat Moosavi, Michael Strube2016 · 210 citations
35. Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary LossAnnual Meeting of the Association for Computational Linguistics (ACL)Barbara Plank, Anders Søgaard, Yoav Goldberg2016 · 202 citations
36. Learning To Use Formulas To Solve Simple Arithmetic ProblemsArindam Mitra, Chitta Baral2016 · 178 citations
37. Character-based Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Marta R. Costa-jussà, José A. R. Fonollosa2016 · 166 citations
38. Semi-Supervised Learning for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Yong Cheng, Wei Xu, Zhongjun He, et al.2016 · 163 citations
39. Leveraging FrameNet to Improve Automatic Event DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Shulin Liu, Yubo Chen, Shizhu He, et al.2016 · 163 citations
40. Compositional Sequence Labeling Models for Error Detection in Learner WritingAnnual Meeting of the Association for Computational Linguistics (ACL)Marek Rei, Helen Yannakoudakis2016 · 154 citations
41. Identifying Causal Relations Using Parallel Wikipedia ArticlesAnnual Meeting of the Association for Computational Linguistics (ACL)Christopher Hidey, Kathy McKeown2016 · 149 citations
42. Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and StringsAnnual Meeting of the Association for Computational Linguistics (ACL)Ondřej Dušek, Filip Jurčíček2016 · 148 citations
43. Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Jifan Chen, Qi Zhang, Pengfei Liu, et al.2016 · 115 citations
44. Universal Dependencies for Learner EnglishYevgeni Berzak, Jessica Kenney, Carolyn Spadine, et al.2016 · 109 citations
45. Harnessing Cognitive Features for Sarcasm DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Abhijit Mishra, Diptesh Kanojia, Seema Nagar, et al.2016 · 85 citations
46. Chinese Zero Pronoun Resolution with Deep Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Chen Chen, Vincent Ng2016 · 72 citations
47. Idiom Token Classification using Sentential Distributed SemanticsAnnual Meeting of the Association for Computational Linguistics (ACL)Giancarlo Salton, Robert Ross, John Kelleher2016 · 65 citations
48. Speech Act Modeling of Written Asynchronous Conversations with Task-Specific Embeddings and Conditional Structured ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Shafiq Joty, Enamul Hoque2016 · 27 citations
49. The More Antecedents, the Merrier: Resolving Multi-Antecedent AnaphorsAnnual Meeting of the Association for Computational Linguistics (ACL)Hardik Vala, Andrew Piper, Derek Ruths2016 · 19 citations
50. Modelling the Interpretation of Discourse Connectives by Bayesian PragmaticsAnnual Meeting of the Association for Computational Linguistics (ACL)Frances Yung, Kevin Duh, Taku Komura, et al.2016 · 1 citation

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