📰 EMNLP 2017: all papers in our library

55 works · the most cited first · ← EMNLP 2017

1. Tensor Fusion Network for Multimodal Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP)Amir Zadeh, Minghai Chen, Soujanya Poria, et al.2017 · 2,113 citations
2. Adversarial Examples for Evaluating Reading Comprehension SystemsRobin Jia, Percy Liang2017 · 1,942 citations
3. RACE: Large-scale ReAding Comprehension Dataset From ExaminationsGuokun Lai, Qizhe Xie, Hanxiao Liu, et al.2017 · 1,629 citations
4. End-to-end Neural Coreference ResolutionKenton Lee, Luheng He, Mike Lewis, et al.2017 · 1,280 citations
5. Recurrent Attention Network on Memory for Aspect Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP)Peng Chen, Zhongqian Sun, Lidong Bing, et al.2017 · 1,117 citations
6. Encoding Sentences with Graph Convolutional Networks for Semantic Role LabelingConference on Empirical Methods in Natural Language Processing (EMNLP)Diego Marcheggiani, Ivan Titov2017 · 1,104 citations
7. Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-CheckingConference on Empirical Methods in Natural Language Processing (EMNLP)Hannah Rashkin, Eunsol Choi, Jin Yea Jang, et al.2017 · 1,074 citations
8. Adversarial Learning for Neural Dialogue GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Jiwei Li, Will Monroe, Tianlin Shi, et al.2017 · 1,058 citations
9. Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level ConstraintsConference on Empirical Methods in Natural Language Processing (EMNLP)Jieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2017 · 1,032 citations
10. Challenges in Data-to-Document GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Sam Wiseman, Stuart M. Shieber, Alexander M. Rush2017 · 850 citations
11. Supervised Learning of Universal Sentence Representations from Natural Language Inference DataConference on Empirical Methods in Natural Language Processing (EMNLP)Alexis Conneau, Douwe Kiela, Holger Schwenk, et al.2017 · 784 citations
12. Why We Need New Evaluation Metrics for NLGConference on Empirical Methods in Natural Language Processing (EMNLP)Jekaterina Novikova, Ondřej Dušek, Amanda Cercas Curry, et al.2017 · 688 citations
13. Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence TaggingConference on Empirical Methods in Natural Language Processing (EMNLP)Nils Reimers, Iryna Gurevych2017 · 650 citations
14. Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasmConference on Empirical Methods in Natural Language Processing (EMNLP)Bjarke Felbo, Alan Mislove, Anders Søgaard, et al.2017 · 621 citations
15. Massive Exploration of Neural Machine Translation ArchitecturesConference on Empirical Methods in Natural Language Processing (EMNLP)Denny Britz, Anna Goldie, Minh-Thang Luong, et al.2017 · 568 citations
16. Sentence Simplification with Deep Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Xingxing Zhang, Mirella Lapata2017 · 568 citations
17. Fast and Accurate Entity Recognition with Iterated Dilated ConvolutionsConference on Empirical Methods in Natural Language Processing (EMNLP)Emma Strubell, Patrick Verga, David Belanger, et al.2017 · 546 citations
18. ParlAI: A Dialog Research Software PlatformConference on Empirical Methods in Natural Language Processing (EMNLP)Alexander Miller, Will Feng, Dhruv Batra, et al.2017 · 488 citations
19. Deal or No Deal? End-to-End Learning of Negotiation DialoguesConference on Empirical Methods in Natural Language Processing (EMNLP)Mike Lewis, Denis Yarats, Yann Dauphin, et al.2017 · 421 citations
20. Depression and Self-Harm Risk Assessment in Online ForumsConference on Empirical Methods in Natural Language Processing (EMNLP)Andrew Yates, Arman Cohan, Nazli Goharian2017 · 402 citations
21. Question Generation for Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Nan Duan, Duyu Tang, Peng Chen, et al.2017 · 370 citations
22. Unsupervised Pretraining for Sequence to Sequence LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Prajit Ramachandran, Peter Liu, Quoc Le2017 · 318 citations
23. Entity Linking via Joint Encoding of Types, Descriptions, and ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Nitish Gupta, Sameer Singh, Dan Roth2017 · 298 citations
24. Exploiting Cross-Sentence Context for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Longyue Wang, Zhaopeng Tu, Andy Way, et al.2017 · 291 citations
25. Learning to Paraphrase for Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Li Dong, Jonathan Mallinson, Siva Reddy, et al.2017 · 285 citations
26. Guided Open Vocabulary Image Captioning with Constrained Beam SearchConference on Empirical Methods in Natural Language Processing (EMNLP)Peter Anderson, Basura Fernando, Mark Johnson, et al.2017 · 279 citations
27. A Challenge Set Approach to Evaluating Machine TranslationPierre Isabelle, Colin Cherry, George Foster2017 · 269 citations
28. A Continuously Growing Dataset of Sentential ParaphrasesConference on Empirical Methods in Natural Language Processing (EMNLP)Wuwei Lan, Siyu Qiu, Hua He, et al.2017 · 265 citations
29. Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Yuanlong Shao, Stephan Gouws, Denny Britz, et al.2017 · 242 citations
30. Cheap Translation for Cross-Lingual Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Stephen Mayhew, Chen-Tse Tsai, Dan Roth2017 · 211 citations
31. Instance Weighting for Neural Machine Translation Domain AdaptationConference on Empirical Methods in Natural Language Processing (EMNLP)Rui Wang, Masao Utiyama, Lemao Liu, et al.2017 · 200 citations
32. Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Haim Dubossarsky, Daphna Weinshall, Eitan Grossman2017 · 196 citations
33. Graph Convolutional Encoders for Syntax-aware Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Jasmijn Bastings, Ivan Titov, Wilker Aziz, et al.2017 · 192 citations
34. Learning Language Representations for Typology PredictionConference on Empirical Methods in Natural Language Processing (EMNLP)Chaitanya Malaviya, Graham Neubig, Patrick Littell2017 · 187 citations
35. Magnets for Sarcasm: Making Sarcasm Detection Timely, Contextual and Very PersonalConference on Empirical Methods in Natural Language Processing (EMNLP)Aniruddha Ghosh, Tony Veale2017 · 175 citations
36. Regularization techniques for fine-tuning in neural machine translationConference on Empirical Methods in Natural Language Processing (EMNLP)Antonio Valerio Miceli Barone, Barry Haddow, Ulrich Germann, et al.2017 · 150 citations
37. Neural Net Models of Open-domain Discourse CoherenceConference on Empirical Methods in Natural Language Processing (EMNLP)Jiwei Li, Dan Jurafsky2017 · 147 citations
38. Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and IdentificationConference on Empirical Methods in Natural Language Processing (EMNLP)Man Lan, Jianxiang Wang, Yuanbin Wu, et al.2017 · 144 citations
39. Using Context Information for Dialog Act Classification in DNN FrameworkConference on Empirical Methods in Natural Language Processing (EMNLP)Yang Liu, Kun Han, Zhao Tan, et al.2017 · 143 citations
40. Dynamic Entity Representations in Neural Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Yangfeng Ji, Chenhao Tan, Sebastian Martschat, et al.2017 · 141 citations
41. How much progress have we made on RST discourse parsing? A replication study of recent results on the RST-DTMathieu Morey, Philippe Muller, Nicholas Asher2017 · 124 citations
42. A Joint Sequential and Relational Model for Frame-Semantic ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Bishan Yang, Tom Mitchell2017 · 98 citations
43. Don't Throw Those Morphological Analyzers Away Just Yet: Neural Morphological Disambiguation for ArabicNasser Zalmout, Nizar Habash2017 · 97 citations
44. Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among EventsConference on Empirical Methods in Natural Language Processing (EMNLP)Prafulla Kumar Choubey, Ruihong Huang2017 · 97 citations
45. Learning to select data for transfer learning with Bayesian OptimizationConference on Empirical Methods in Natural Language Processing (EMNLP)Sebastian Ruder, Barbara Plank2017 · 96 citations
46. Dynamic Data Selection for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Marlies van der Wees, Arianna Bisazza, Christof Monz2017 · 96 citations
47. Chinese Zero Pronoun Resolution with Deep Memory NetworkConference on Empirical Methods in Natural Language Processing (EMNLP)Qingyu Yin, Yu Zhang, Weinan Zhang, et al.2017 · 55 citations
48. Learning Contextually Informed Representations for Linear-Time Discourse ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Yang Liu, Mirella Lapata2017 · 44 citations
49. A Mention-Ranking Model for Abstract Anaphora ResolutionAna Marasović, Leo Born, Juri Opitz, et al.2017 · 43 citations
50. Joint Syntacto-Discourse Parsing and the Syntacto-Discourse TreebankKai Zhao, Liang Huang2017 · 43 citations
51. What is it? Disambiguating the different readings of the pronoun 'it'Sharid Loáiciga, Liane Guillou, Christian Hardmeier2017 · 27 citations
52. Preserving Distributional Information in Dialogue Act ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Quan Hung Tran, Ingrid Zukerman, Gholamreza Haffari2017 · 22 citations
53. Revisiting Selectional Preferences for Coreference ResolutionConference on Empirical Methods in Natural Language Processing (EMNLP)Benjamin Heinzerling, Nafise Sadat Moosavi, Michael Strube2017 · 14 citations
54. The NLTK FrameNet API: Designing for Discoverability with a Rich Linguistic ResourceConference on Empirical Methods in Natural Language Processing (EMNLP)Nathan Schneider, Chuck Wooters2017 · 14 citations
55. Computational SarcasmConference on Empirical Methods in Natural Language Processing (EMNLP)Pushpak Bhattacharyya, Aditya Joshi2017 · 1 citation

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