📰 EMNLP 2016: all papers in our library

57 works · the most cited first · ← EMNLP 2016

1. SQuAD: 100,000+ Questions for Machine Comprehension of TextConference on Empirical Methods in Natural Language Processing (EMNLP)Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, et al.2016 · 9,513 citations
2. Attention-based LSTM for Aspect-level Sentiment ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Yequan Wang, Minlie Huang, Xiaoyan Zhu, et al.2016 · 2,619 citations
3. How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Chia-Wei Liu, Ryan Lowe, Iulian Serban, et al.2016 · 1,744 citations
4. Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual GroundingConference on Empirical Methods in Natural Language Processing (EMNLP)Akira Fukui, Dong Huk Park, Daylen Yang, et al.2016 · 1,653 citations
5. A Decomposable Attention Model for Natural Language InferenceConference on Empirical Methods in Natural Language Processing (EMNLP)Ankur Parikh, Oscar Täckström, Dipanjan Das, et al.2016 · 1,601 citations
6. Deep Reinforcement Learning for Dialogue GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Jiwei Li, Will Monroe, Alan Ritter, et al.2016 · 1,495 citations
7. Sequence-Level Knowledge DistillationConference on Empirical Methods in Natural Language Processing (EMNLP)Yoon Kim, Alexander M. Rush2016 · 1,445 citations
8. Long Short-Term Memory-Networks for Machine ReadingConference on Empirical Methods in Natural Language Processing (EMNLP)Jianpeng Cheng, Li Dong, Mirella Lapata2016 · 1,307 citations
9. Aspect Level Sentiment Classification with Deep Memory NetworkConference on Empirical Methods in Natural Language Processing (EMNLP)Duyu Tang, Bing Qin, Ting Liu2016 · 1,194 citations
10. Rationalizing Neural PredictionsConference on Empirical Methods in Natural Language Processing (EMNLP)Tao Lei, Regina Barzilay, Tommi Jaakkola2016 · 935 citations
11. Neural Text Generation from Structured Data with Application to the Biography DomainConference on Empirical Methods in Natural Language Processing (EMNLP)Remi Lebret, David Grangier, Michael Auli2016 · 697 citations
12. A Joint Many-Task Model: Growing a Neural Network for Multiple NLP TasksConference on Empirical Methods in Natural Language Processing (EMNLP)Kazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, et al.2016 · 668 citations
13. A Neural Approach to Automated Essay ScoringConference on Empirical Methods in Natural Language Processing (EMNLP)Kaveh Taghipour, Hwee Tou Ng2016 · 652 citations
14. Learning principled bilingual mappings of word embeddings while preserving monolingual invarianceConference on Empirical Methods in Natural Language Processing (EMNLP)Mikel Artetxe, Gorka Labaka, Eneko Agirre2016 · 535 citations
15. Stance Detection with Bidirectional Conditional EncodingConference on Empirical Methods in Natural Language Processing (EMNLP)Isabelle Augenstein, Tim Rocktäschel, Andreas Vlachos, et al.2016 · 522 citations
16. Recursive Neural Conditional Random Fields for Aspect-based Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP)Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, et al.2016 · 515 citations
17. Does String-Based Neural MT Learn Source Syntax?Conference on Empirical Methods in Natural Language Processing (EMNLP)Xing Shi, Inkit Padhi, Kevin Knight2016 · 496 citations
18. Demographic Dialectal Variation in Social Media: A Case Study of African-American EnglishConference on Empirical Methods in Natural Language Processing (EMNLP)Su Lin Blodgett, Lisa Green, Brendan O'Connor2016 · 471 citations
19. Deep Reinforcement Learning for Mention-Ranking Coreference ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Kevin Clark, Christopher D. Manning2016 · 463 citations
20. Neural versus Phrase-Based Machine Translation Quality: a Case StudyConference on Empirical Methods in Natural Language Processing (EMNLP)Luisa Bentivogli, Arianna Bisazza, Mauro Cettolo, et al.2016 · 437 citations
21. Inducing Domain-Specific Sentiment Lexicons from Unlabeled CorporaConference on Empirical Methods in Natural Language Processing (EMNLP)William L. Hamilton, Kevin Clark, Jure Leskovec, et al.2016 · 434 citations
22. Exploiting Source-side Monolingual Data in Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Jiajun Zhang, Chengqing Zong2016 · 409 citations
23. Analyzing the Behavior of Visual Question Answering ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Aishwarya Agrawal, Dhruv Batra, Devi Parikh2016 · 360 citations
24. Zero-Resource Translation with Multi-Lingual Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Orhan Firat, Baskaran Sankaran, Yaser Al-onaizan, et al.2016 · 352 citations
25. How Transferable are Neural Networks in NLP Applications?Conference on Empirical Methods in Natural Language Processing (EMNLP)Lili Mou, Zhao Meng, Rui Yan, et al.2016 · 327 citations
26. Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic ChangeConference on Empirical Methods in Natural Language Processing (EMNLP)William L. Hamilton, Jure Leskovec, Dan Jurafsky2016 · 325 citations
27. Controlling Output Length in Neural Encoder-DecodersConference on Empirical Methods in Natural Language Processing (EMNLP)Yuta Kikuchi, Graham Neubig, Ryohei Sasano, et al.2016 · 323 citations
28. SimVerb-3500: A Large-Scale Evaluation Set of Verb SimilarityConference on Empirical Methods in Natural Language Processing (EMNLP)Daniela Gerz, Ivan Vulić, Felix Hill, et al.2016 · 319 citations
29. Globally Coherent Text Generation with Neural Checklist ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Chloé Kiddon, Luke Zettlemoyer, Yejin Choi2016 · 302 citations
30. Incorporating Discrete Translation Lexicons into Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Philip Arthur, Graham Neubig, Satoshi Nakamura2016 · 299 citations
31. Variational Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Biao Zhang, Deyi Xiong, Jinsong Su, et al.2016 · 279 citations
32. Language as a Latent Variable: Discrete Generative Models for Sentence CompressionConference on Empirical Methods in Natural Language Processing (EMNLP)Yishu Miao, Phil Blunsom2016 · 257 citations
33. Charagram: Embedding Words and Sentences via Character n-gramsConference on Empirical Methods in Natural Language Processing (EMNLP)John Wieting, Mohit Bansal, Kevin Gimpel, et al.2016 · 241 citations
34. Event-Driven Emotion Cause Extraction with Corpus ConstructionConference on Empirical Methods in Natural Language Processing (EMNLP)Lin Gui, Dongyin Wu, Ruifeng Xu, et al.2016 · 239 citations
35. Are Word Embedding-based Features Useful for Sarcasm Detection?Conference on Empirical Methods in Natural Language Processing (EMNLP)Aditya Joshi, Vaibhav Tripathi, Kevin Patel, et al.2016 · 212 citations
36. Universal Decompositional Semantics on Universal DependenciesAaron Steven White, Drew Reisinger, Keisuke Sakaguchi, et al.2016 · 208 citations
37. Reasoning about Pragmatics with Neural Listeners and SpeakersConference on Empirical Methods in Natural Language Processing (EMNLP)Jacob Andreas, Dan Klein2016 · 198 citations
38. Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic OraclesConference on Empirical Methods in Natural Language Processing (EMNLP)James Cross, Liang Huang2016 · 191 citations
39. Supervised Attentions for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Haitao Mi, Zhiguo Wang, Abe Ittycheriah2016 · 183 citations
40. Event Detection and Co-reference with Minimal SupervisionConference on Empirical Methods in Natural Language Processing (EMNLP)Haoruo Peng, Yangqiu Song, Dan Roth2016 · 180 citations
41. Who did What: A Large-Scale Person-Centered Cloze DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Takeshi Onishi, Hai Wang, Mohit Bansal, et al.2016 · 173 citations
42. What makes a convincing argument? Empirical analysis and detecting attributes of convincingness in Web argumentationConference on Empirical Methods in Natural Language Processing (EMNLP)Ivan Habernal, Iryna Gurevych2016 · 165 citations
43. Discourse Parsing with Attention-based Hierarchical Neural NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Qi Li, Tianshi Li, Baobao Chang2016 · 150 citations
44. Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level AttentionConference on Empirical Methods in Natural Language Processing (EMNLP)Yang Liu, Sujian Li2016 · 128 citations
45. A Stacking Gated Neural Architecture for Implicit Discourse Relation ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Lianhui Qin, Zhisong Zhang, Hai Zhao2016 · 98 citations
46. Interpreting Neural Networks to Improve Politeness ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP)Malika Aubakirova, Mohit Bansal2016 · 87 citations
47. AMR Parsing with an Incremental Joint ModelConference on Empirical Methods in Natural Language Processing (EMNLP)Junsheng Zhou, Feiyu Xu, Hans Uszkoreit, et al.2016 · 79 citations
48. HUME: Human UCCA-Based Evaluation of Machine TranslationAlexandra Birch, Omri Abend, Ondřej Bojar, et al.2016 · 58 citations
49. Joint Transition-based Dependency Parsing and Disfluency Detection for Automatic Speech Recognition TextsMasashi Yoshikawa, Hiroyuki Shindo, Yuji Matsumoto2016 · 56 citations
50. Learning Connective-based Word Representations for Implicit Discourse Relation IdentificationConference on Empirical Methods in Natural Language Processing (EMNLP)Chloé Braud, Pascal Denis2016 · 56 citations
51. Intra-Sentential Subject Zero Anaphora Resolution using Multi-Column Convolutional Neural NetworkConference on Empirical Methods in Natural Language Processing (EMNLP)Ryu Iida, Kentaro Torisawa, Jong-Hoon Oh, et al.2016 · 51 citations
52. Bilingually-constrained Synthetic Data for Implicit Discourse Relation RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Changxing Wu, Xiaodong Shi, Yidong Chen, et al.2016 · 34 citations
53. Variational Neural Discourse Relation RecognizerConference on Empirical Methods in Natural Language Processing (EMNLP)Biao Zhang, Deyi Xiong, Jinsong Su, et al.2016 · 30 citations
54. Verb Phrase Ellipsis Resolution Using Discriminative and Margin-Infused AlgorithmsKian Kenyon-Dean, Jackie Chi Kit Cheung, Doina Precup2016 · 24 citations
55. An Evaluation of Parser Robustness for Ungrammatical SentencesHoma B. Hashemi, Rebecca Hwa2016 · 18 citations
56. Antecedent Selection for Sluicing: Structure and ContentPranav Anand, Daniel Hardt2016 · 17 citations
57. Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine TranslationWenbin Jiang, Wen Zhang, Jinan Xu, et al.2016 · 1 citation

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