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Findings of the Association for Computational Linguistics 2020: all papers in our library

41 works · the most cited first · ← Findings of the Association for Computational Linguistics 2020

  1. CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesFindings of the Association for Computational LinguisticsZhangyin Feng, Daya Guo, Duyu Tang, et al.2020 · 2,960 citations
  2. LEGAL-BERT: The Muppets straight out of Law SchoolFindings of the Association for Computational LinguisticsIlias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, et al.2020 · 1,493 citations
  3. RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language ModelsFindings of the Association for Computational LinguisticsSamuel Gehman, Suchin Gururangan, Maarten Sap, et al.2020 · 1,281 citations
  4. UNIFIEDQA: Crossing Format Boundaries with a Single QA SystemFindings of the Association for Computational LinguisticsDaniel Khashabi, Sewon Min, Tushar Khot, et al.2020 · 844 citations
  5. IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian LanguagesFindings of the Association for Computational LinguisticsDivyanshu Kakwani, Anoop Kunchukuttan, Satish Golla, et al.2020 · 730 citations
  6. PhoBERT: Pre-trained language models for VietnameseFindings of the Association for Computational LinguisticsDat Quoc Nguyen, Anh Tuan Nguyen2020 · 571 citations
  7. Document Ranking with a Pretrained Sequence-to-Sequence ModelFindings of the Association for Computational LinguisticsRodrigo Nogueira, Zhiying Jiang, Ronak Pradeep, et al.2020 · 540 citations
  8. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.2020 · 522 citations
  9. ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-trainingFindings of the Association for Computational LinguisticsWeizhen Qi, Yu Yan, Yeyun Gong, et al.2020 · 453 citations
  10. Participatory Research for Low-resourced Machine Translation: A Case Study in African LanguagesFindings of the Association for Computational LinguisticsWilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, et al.2020 · 334 citations
  11. Byte Pair Encoding is Suboptimal for Language Model PretrainingFindings of the Association for Computational LinguisticsKaj Bostrom, Greg Durrett2020 · 309 citations
  12. WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive SummarizationFindings of the Association for Computational LinguisticsFaisal Ladhak, Esin Durmus, Claire Cardie, et al.2020 · 273 citations
  13. ConveRT: Efficient and Accurate Conversational Representations from TransformersFindings of the Association for Computational LinguisticsMatthew Henderson, Iñigo Casanueva, Nikola Mrkšić, et al.2020 · 268 citations
  14. Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic ParsingFindings of the Association for Computational LinguisticsXi Victoria Lin, Richard Socher, Caiming Xiong2020 · 261 citations
  15. TLDR: Extreme Summarization of Scientific DocumentsFindings of the Association for Computational LinguisticsIsabel Cachola, Kyle Lo, Arman Cohan, et al.2020 · 260 citations
  16. Few-shot Natural Language Generation for Task-Oriented DialogFindings of the Association for Computational LinguisticsBaolin Peng, Chenguang Zhu, Chunyuan Li, et al.2020 · 255 citations
  17. Event Extraction as Multi-turn Question AnsweringFindings of the Association for Computational LinguisticsFayuan Li, Weihua Peng, Yuguang Chen, et al.2020 · 250 citations
  18. HoVer: A Dataset for Many-Hop Fact Extraction And Claim VerificationFindings of the Association for Computational LinguisticsYichen Jiang, Shikha Bordia, Zheng Zhong, et al.2020 · 221 citations
  19. Evaluating Factuality in Generation with Dependency-level EntailmentFindings of the Association for Computational LinguisticsTanya Goyal, Greg Durrett2020 · 203 citations
  20. Generative Data Augmentation for Commonsense ReasoningFindings of the Association for Computational LinguisticsYiben Yang, Chaitanya Malaviya, Jared Fernandez, et al.2020 · 195 citations
  21. Modeling Intra and Inter-modality Incongruity for Multi-Modal Sarcasm DetectionFindings of the Association for Computational LinguisticsHongliang Pan, Zheng Lin, Peng Fu, et al.2020 · 181 citations
  22. Towards Controllable Biases in Language GenerationFindings of the Association for Computational LinguisticsEmily Sheng, Kai-Wei Chang, Prem Natarajan, et al.2020 · 167 citations
  23. Understanding tables with intermediate pre-trainingFindings of the Association for Computational LinguisticsJulian Eisenschlos, Syrine Krichene, Thomas Müller2020 · 158 citations
  24. Reducing Quantity Hallucinations in Abstractive SummarizationFindings of the Association for Computational LinguisticsZheng Zhao, Shay B. Cohen, Bonnie Webber2020 · 156 citations
  25. Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer LearningFindings of the Association for Computational LinguisticsZhaojiang Lin, Andrea Madotto, Pascale Fung2020 · 151 citations
  26. Reevaluating Adversarial Examples in Natural LanguageFindings of the Association for Computational LinguisticsJohn Morris, Eli Lifland, Jack Lanchantin, et al.2020 · 151 citations
  27. UNQOVERing Stereotyping Biases via Underspecified QuestionsFindings of the Association for Computational LinguisticsTao Li, Daniel Khashabi, Tushar Khot, et al.2020 · 145 citations
  28. On the Language Neutrality of Pre-trained Multilingual RepresentationsFindings of the Association for Computational LinguisticsJindřich Libovický, Rudolf Rosa, Alexander Fraser2020 · 139 citations
  29. Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?Findings of the Association for Computational LinguisticsPeter Hase, Shiyue Zhang, Harry Xie, et al.2020 · 120 citations
  30. Parsing with Multilingual BERT, a Small Corpus, and a Small TreebankFindings of the Association for Computational LinguisticsEthan C. Chau, Lucy H. Lin, Noah A. Smith2020 · 103 citations
  31. Finding the Optimal Vocabulary Size for Neural Machine TranslationFindings of the Association for Computational LinguisticsThamme Gowda, Jonathan May2020 · 72 citations
  32. The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political DiscourseFindings of the Association for Computational LinguisticsPere-Lluís Huguet Cabot, Verna Dankers, David Abadi, et al.2020 · 64 citations
  33. Temporal Reasoning in Natural Language InferenceSiddharth Vashishtha, Adam Poliak, Yash Kumar Lal, et al.2020 · 57 citations
  34. Weakly-Supervised Modeling of Contextualized Event Embedding for Discourse RelationsFindings of the Association for Computational LinguisticsI-Ta Lee, Maria Leonor Pacheco, Dan Goldwasser2020 · 23 citations
  35. Graph-to-Graph Transformer for Transition-based Dependency ParsingAlireza Mohammadshahi, James Henderson2020 · 23 citations
  36. STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence RetrievalFindings of the Association for Computational LinguisticsCostanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, et al.2020 · 22 citations
  37. A Pointer Network Architecture for Joint Morphological Segmentation and TaggingAmit Seker, Reut Tsarfaty2020 · 21 citations
  38. KoBE: Knowledge-Based Machine Translation EvaluationZorik Gekhman, Roee Aharoni, Genady Beryozkin, et al.2020 · 20 citations
  39. Pragmatic Issue-Sensitive Image CaptioningFindings of the Association for Computational LinguisticsAllen Nie, Reuben Cohn-Gordon, Christopher Potts2020 · 20 citations
  40. Coming to Terms: Automatic Formation of Neologisms in HebrewMoran Mizrahi, Stav Yardeni Seelig, Dafna Shahaf2020 · 6 citations
  41. A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics RestorationAvi Shmidman, Joshua Guedalia, Shaltiel Shmidman, et al.2020 · 6 citations

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