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EMNLP 2020: all papers in our library

133 works · page 2 of 2 · the most cited first · ← EMNLP 2020

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  1. Keep CALM and Explore: Language Models for Action Generation in Text-based GamesConference on Empirical Methods in Natural Language Processing (EMNLP)Shunyu Yao, Rohan Rao, Matthew Hausknecht, et al.2020 · 127 citations
  2. Entity Linking in 100 LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP)Jan A. Botha, Zifei Shan, Daniel Gillick2020 · 114 citations
  3. Monolingual Adapters for Zero-Shot Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Jerin Philip, Alexandre Berard, Matthias Gallé, et al.2020 · 114 citations
  4. MLSUM: The Multilingual Summarization CorpusConference on Empirical Methods in Natural Language Processing (EMNLP)Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.2020 · 114 citations
  5. Identifying Elements Essential for BERT's MultilingualityConference on Empirical Methods in Natural Language Processing (EMNLP)Philipp Dufter, Hinrich Schütze2020 · 112 citations
  6. XL-WiC: A Multilingual Benchmark for Evaluating Semantic ContextualizationConference on Empirical Methods in Natural Language Processing (EMNLP)Alessandro Raganato, Tommaso Pasini, Jose Camacho-Collados, et al.2020 · 111 citations
  7. Learning from Task DescriptionsConference on Empirical Methods in Natural Language Processing (EMNLP)Orion Weller, Nicholas Lourie, Matt Gardner, et al.2020 · 111 citations
  8. On the Ability and Limitations of Transformers to Recognize Formal LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP)Satwik Bhattamishra, Kabir Ahuja, Navin Goyal2020 · 109 citations
  9. Look at the First Sentence: Position Bias in Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Miyoung Ko, Jinhyuk Lee, Hyunjae Kim, et al.2020 · 102 citations
  10. PRover: Proof Generation for Interpretable Reasoning over RulesConference on Empirical Methods in Natural Language Processing (EMNLP)Swarnadeep Saha, Sayan Ghosh, Shashank Srivastava, et al.2020 · 101 citations
  11. Investigating African-American Vernacular English in Transformer-Based Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Sophie Groenwold, Lily Ou, Aesha Parekh, et al.2020 · 97 citations
  12. Generationary or «How We Went beyond Word Sense Inventories and Learned to Gloss»Michele Bevilacqua, Marco Maru, Roberto Navigli2020 · 90 citations
  13. Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Lianhui Qin, Vered Shwartz, Peter West, et al.2020 · 86 citations
  14. Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-ConsciousnessConference on Empirical Methods in Natural Language Processing (EMNLP)Hyunwoo Kim, Byeongchang Kim, Gunhee Kim2020 · 83 citations
  15. Learning to Ignore: Long Document Coreference with Bounded Memory Neural NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Shubham Toshniwal, Sam Wiseman, Allyson Ettinger, et al.2020 · 80 citations
  16. QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and BaselinesConference on Empirical Methods in Natural Language Processing (EMNLP)Valentina Pyatkin, Ayal Klein, Reut Tsarfaty, et al.2020 · 77 citations
  17. "I'd rather just go to bed": Understanding Indirect AnswersAnnie Louis, Dan Roth, Filip Radlinski2020 · 70 citations
  18. Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial TrainingConference on Empirical Methods in Natural Language Processing (EMNLP)Joe Stacey, Pasquale Minervini, Haim Dubossarsky, et al.2020 · 67 citations
  19. Inquisitive Question Generation for High Level Text ComprehensionWei-Jen Ko, Te-yuan Chen, Yiyan Huang, et al.2020 · 65 citations
  20. DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Lijie Wang, Ao Zhang, Kun Wu, et al.2020 · 64 citations
  21. Incremental Neural Coreference Resolution in Constant MemoryPatrick Xia, João Sedoc, Benjamin Van Durme2020 · 55 citations
  22. ConjNLI: Natural Language Inference Over Conjunctive SentencesConference on Empirical Methods in Natural Language Processing (EMNLP)Swarnadeep Saha, Yixin Nie, Mohit Bansal2020 · 50 citations
  23. Facilitating the Communication of Politeness through Fine-Grained ParaphrasingLiye Fu, Susan Fussell, Cristian Danescu-Niculescu-Mizil2020 · 39 citations
  24. Unsupervised stance detection for arguments from consequencesConference on Empirical Methods in Natural Language Processing (EMNLP)Jonathan Kobbe, Ioana Hulpuș, Heiner Stuckenschmidt2020 · 38 citations
  25. Reactive Supervision: A New Method for Collecting Sarcasm DataConference on Empirical Methods in Natural Language Processing (EMNLP)Boaz Shmueli, Lun-Wei Ku, Soumya Ray2020 · 36 citations
  26. MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment SupervisionConference on Empirical Methods in Natural Language Processing (EMNLP)Patrick Huber, Giuseppe Carenini2020 · 35 citations
  27. BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP)Aina Garí Soler, Marianna Apidianaki2020 · 30 citations
  28. New Protocols and Negative Results for Textual Entailment Data CollectionConference on Empirical Methods in Natural Language Processing (EMNLP)Samuel R. Bowman, Jennimaria Palomaki, Livio Baldini Soares, et al.2020 · 27 citations
  29. Conundrums in Entity Coreference Resolution: Making Sense of the State of the ArtConference on Empirical Methods in Natural Language Processing (EMNLP)Jing Lu, Vincent Ng2020 · 25 citations
  30. Semantic Role Labeling as Syntactic Dependency ParsingTianze Shi, Igor Malioutov, Ozan Irsoy2020 · 24 citations
  31. TED-CDB: A Large-Scale Chinese Discourse Relation Dataset on TED TalksConference on Empirical Methods in Natural Language Processing (EMNLP)Wanqiu Long, Bonnie Webber, Deyi Xiong2020 · 21 citations
  32. Parsing Gapping Constructions Based on Grammatical and Semantic RolesYoshihide Kato, Shigeki Matsubara2020 · 5 citations
  33. Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act TaggingConference on Empirical Methods in Natural Language Processing (EMNLP)Semih Yavuz, Kazuma Hashimoto, Wenhao Liu, et al.2020 · 5 citations

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