📰 ACL 2015: all papers in our library

44 works · the most cited first · ← ACL 2015

1. Knowledge Graph Embedding via Dynamic Mapping MatrixAnnual Meeting of the Association for Computational Linguistics (ACL)Guoliang Ji, Shizhu He, Liheng Xu, et al.2015 · 1,940 citations
2. Neural Responding Machine for Short-Text ConversationAnnual Meeting of the Association for Computational Linguistics (ACL)Lifeng Shang, Zhengdong Lu, Hang Li2015 · 1,253 citations
3. Event Extraction via Dynamic Multi-Pooling Convolutional Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Yubo Chen, Liheng Xu, Kang Liu, et al.2015 · 1,175 citations
4. On Using Very Large Target Vocabulary for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Sébastien Jean, Kyunghyun Cho, Roland Memisevic, et al.2015 · 1,005 citations
5. Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge BaseAnnual Meeting of the Association for Computational Linguistics (ACL)Wen-tau Yih, Ming-Wei Chang, Xiaodong He, et al.2015 · 962 citations
6. Leveraging Linguistic Structure For Open Domain Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Gabor Angeli, Melvin Jose Johnson Premkumar, Christopher D. Manning2015 · 921 citations
7. Deep Unordered Composition Rivals Syntactic Methods for Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Mohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, et al.2015 · 920 citations
8. Compositional Semantic Parsing on Semi-Structured TablesAnnual Meeting of the Association for Computational Linguistics (ACL)Panupong Pasupat, Percy Liang2015 · 907 citations
9. Transition-Based Dependency Parsing with Stack Long Short-Term MemoryChris Dyer, Miguel Ballesteros, Wang Ling, et al.2015 · 862 citations
10. Addressing the Rare Word Problem in Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Thang Luong, Ilya Sutskever, Quoc Le, et al.2015 · 823 citations
11. Multi-Task Learning for Multiple Language TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Daxiang Dong, Hua Wu, Wei He, et al.2015 · 794 citations
12. Classifying Relations by Ranking with Convolutional Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Cícero dos Santos, Bing Xiang, Bowen Zhou2015 · 616 citations
13. Minimum Risk Training for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Shiqi Shen, Yong Cheng, Zhongjun He, et al.2015 · 576 citations
14. Event Detection and Domain Adaptation with Convolutional Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Thien Huu Nguyen, Ralph Grishman2015 · 555 citations
15. End-to-end learning of semantic role labeling using recurrent neural networksAnnual Meeting of the Association for Computational Linguistics (ACL)Jie Zhou, Wei Xu2015 · 466 citations
16. Harnessing Context Incongruity for Sarcasm DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Aditya Joshi, Vinita Sharma, Pushpak Bhattacharyya2015 · 417 citations
17. PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classificationEllie Pavlick, Pushpendre Rastogi, Juri Ganitkevitch, et al.2015 · 414 citations
18. The Media Frames Corpus: Annotations of Frames Across IssuesAnnual Meeting of the Association for Computational Linguistics (ACL)Dallas Card, Amber E. Boydstun, Justin H. Gross, et al.2015 · 359 citations
19. SensEmbed: Learning Sense Embeddings for Word and Relational SimilarityAnnual Meeting of the Association for Computational Linguistics (ACL)Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli2015 · 349 citations
20. Compositional Vector Space Models for Knowledge Base CompletionAnnual Meeting of the Association for Computational Linguistics (ACL)Arvind Neelakantan, Benjamin Roth, Andrew McCallum2015 · 281 citations
21. Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Angeliki Lazaridou, Georgiana Dinu, Marco Baroni2015 · 271 citations
22. Cross-lingual Dependency Parsing Based on Distributed RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Jiang Guo, Wanxiang Che, David Yarowsky, et al.2015 · 269 citations
23. Entity-Centric Coreference Resolution with Model StackingAnnual Meeting of the Association for Computational Linguistics (ACL)Kevin Clark, Christopher D. Manning2015 · 252 citations
24. Demographic Factors Improve Classification PerformanceAnnual Meeting of the Association for Computational Linguistics (ACL)Dirk Hovy2015 · 244 citations
25. Simplifying Lexical Simplification: Do We Need Simplified Corpora?Annual Meeting of the Association for Computational Linguistics (ACL)Goran Glavaš, Sanja Štajner2015 · 241 citations
26. Sparse Overcomplete Word Vector RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Manaal Faruqui, Yulia Tsvetkov, Dani Yogatama, et al.2015 · 227 citations
27. Modeling Argument Strength in Student EssaysAnnual Meeting of the Association for Computational Linguistics (ACL)Isaac Persing, Vincent Ng2015 · 223 citations
28. Learning Anaphoricity and Antecedent Ranking Features for Coreference ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Sam Wiseman, Alexander M. Rush, Stuart Shieber, et al.2015 · 209 citations
29. Multi-level Translation Quality Prediction with QuEst++Annual Meeting of the Association for Computational Linguistics (ACL)Lucia Specia, Gustavo Paetzold, Carolina Scarton2015 · 184 citations
30. It Depends: Dependency Parser Comparison Using A Web-based Evaluation ToolJinho D. Choi, Joel Tetreault, Amanda Stent2015 · 169 citations
31. Tagging Performance Correlates with Author AgeAnnual Meeting of the Association for Computational Linguistics (ACL)Dirk Hovy, Anders Søgaard2015 · 165 citations
32. Generating High Quality Proposition Banks for Multilingual Semantic Role LabelingAnnual Meeting of the Association for Computational Linguistics (ACL)Alan Akbik, Laura Chiticariu, Marina Danilevsky, et al.2015 · 138 citations
33. Sparse, Contextually Informed Models for Irony Detection: Exploiting User Communities, Entities and SentimentAnnual Meeting of the Association for Computational Linguistics (ACL)Byron C. Wallace, Do Kook Choe, Eugene Charniak2015 · 123 citations
34. A Language-Independent Feature Schema for Inflectional MorphologyAnnual Meeting of the Association for Computational Linguistics (ACL)John Sylak-Glassman, Christo Kirov, David Yarowsky, et al.2015 · 116 citations
35. Boosting Transition-based AMR Parsing with Refined Actions and Auxiliary AnalyzersAnnual Meeting of the Association for Computational Linguistics (ACL)Chuan Wang, Nianwen Xue, Sameer Pradhan2015 · 115 citations
36. Machine Comprehension with Discourse RelationsAnnual Meeting of the Association for Computational Linguistics (ACL)Karthik Narasimhan, Regina Barzilay2015 · 91 citations
37. Frame-Semantic Role Labeling with Heterogeneous AnnotationsAnnual Meeting of the Association for Computational Linguistics (ACL)Meghana Kshirsagar, Sam Thomson, Nathan Schneider, et al.2015 · 88 citations
38. Towards a Contextual Pragmatic Model to Detect Irony in TweetsAnnual Meeting of the Association for Computational Linguistics (ACL)Jihen Karoui, Farah Benamara Zitoune, Véronique Moriceau, et al.2015 · 81 citations
39. FrameNet+: Fast Paraphrastic Tripling of FrameNetAnnual Meeting of the Association for Computational Linguistics (ACL)Ellie Pavlick, Travis Wolfe, Pushpendre Rastogi, et al.2015 · 75 citations
40. Chinese Zero Pronoun Resolution: A Joint Unsupervised Discourse-Aware Model Rivaling State-of-the-Art ResolversAnnual Meeting of the Association for Computational Linguistics (ACL)Chen Chen, Vincent Ng2015 · 39 citations
41. Transferring Coreference Resolvers with Posterior RegularizationAnnual Meeting of the Association for Computational Linguistics (ACL)André F. T. Martins2015 · 35 citations
42. Automatic Identification of Rhetorical QuestionsAnnual Meeting of the Association for Computational Linguistics (ACL)Shohini Bhattasali, Jeremy Cytryn, Elana Feldman, et al.2015 · 34 citations
43. Spectral Semi-Supervised Discourse Relation ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Robert Fisher, Reid Simmons2015 · 17 citations
44. Identifying Cascading Errors using Constraints in Dependency ParsingDominick Ng, James R. Curran2015 · 12 citations

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