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ACL 2020: all papers in our library

172 works · page 1 of 2 · the most cited first · ← ACL 2020

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  1. BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Mike Lewis, Yinhan Liu, Naman Goyal, et al.2020 · 12,784 citations
  2. Stanza: A Python Natural Language Processing Toolkit for Many Human LanguagesPeng Qi, Yuhao Zhang, Yuhui Zhang, et al.2020 · 2,350 citations
  3. Language (Technology) is Power: A Critical Survey of “Bias” in NLPAnnual Meeting of the Association for Computational Linguistics (ACL)Su Lin Blodgett, Solon Barocas, Hal Daumé III, et al.2020 · 1,703 citations
  4. The State and Fate of Linguistic Diversity and Inclusion in the NLP WorldAnnual Meeting of the Association for Computational Linguistics (ACL)Pratik Joshi, Sebastin Santy, Amar Budhiraja, et al.2020 · 1,494 citations
  5. Language-agnostic BERT Sentence EmbeddingAnnual Meeting of the Association for Computational Linguistics (ACL)Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, et al.2020 · 1,413 citations
  6. Climbing towards NLU: On Meaning, Form, and Understanding in the Age of DataAnnual Meeting of the Association for Computational Linguistics (ACL)Emily M. Bender, Alexander Koller2020 · 1,375 citations
  7. On the Cross-lingual Transferability of Monolingual RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Mikel Artetxe, Sebastian Ruder, Dani Yogatama2020 · 1,172 citations
  8. Quantifying Attention Flow in TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Samira Abnar, Willem Zuidema2020 · 1,051 citations
  9. MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited DevicesAnnual Meeting of the Association for Computational Linguistics (ACL)Zhiqing Sun, Hongkun Yu, Xiaodan Song, et al.2020 · 1,007 citations
  10. TaPas: Weakly Supervised Table Parsing via Pre-trainingAnnual Meeting of the Association for Computational Linguistics (ACL)Jonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, et al.2020 · 845 citations
  11. A Unified MRC Framework for Named Entity RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoya Li, Jingrong Feng, Yuxian Meng, et al.2020 · 834 citations
  12. ERASER: A Benchmark to Evaluate Rationalized NLP ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, et al.2020 · 821 citations
  13. Relational Graph Attention Network for Aspect-based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Kai Wang, Weizhou Shen, Yunyi Yang, et al.2020 · 776 citations
  14. RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL ParsersAnnual Meeting of the Association for Computational Linguistics (ACL)Bailin Wang, Richard Shin, Xiaodong Liu, et al.2020 · 752 citations
  15. Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?Annual Meeting of the Association for Computational Linguistics (ACL)Alon Jacovi, Yoav Goldberg2020 · 748 citations
  16. Integrating Multimodal Information in Large Pretrained TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Wasifur Rahman, Md Kamrul Hasan, Sangwu Lee, et al.2020 · 743 citations
  17. A Novel Cascade Binary Tagging Framework for Relational Triple ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Zhepei Wei, Jianlin Su, Yue Wang, et al.2020 · 735 citations
  18. Dice Loss for Data-imbalanced NLP TasksAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoya Li, Xiaofei Sun, Yuxian Meng, et al.2020 · 734 citations
  19. SPECTER: Document-level Representation Learning using Citation-informed TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Arman Cohan, Sergey Feldman, Iz Beltagy, et al.2020 · 692 citations
  20. TaBERT: Pretraining for Joint Understanding of Textual and Tabular DataAnnual Meeting of the Association for Computational Linguistics (ACL)Pengcheng Yin, Graham Neubig, Wen-tau Yih, et al.2020 · 690 citations
  21. Social Bias Frames: Reasoning about Social and Power Implications of LanguageAnnual Meeting of the Association for Computational Linguistics (ACL)Maarten Sap, Saadia Gabriel, Lianhui Qin, et al.2020 · 681 citations
  22. Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Apoorv Saxena, Aditay Tripathi, Partha Talukdar2020 · 671 citations
  23. A Joint Neural Model for Information Extraction with Global FeaturesAnnual Meeting of the Association for Computational Linguistics (ACL)Ying Lin, Heng Ji, Fei Huang, et al.2020 · 600 citations
  24. Named Entity Recognition as Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Juntao Yu, Bernd Bohnet, Massimo Poesio2020 · 594 citations
  25. Multilingual Universal Sentence Encoder for Semantic RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL)Yinfei Yang, Daniel Cer, Amin Ahmad, et al.2020 · 570 citations
  26. Extractive Summarization as Text MatchingAnnual Meeting of the Association for Computational Linguistics (ACL)Ming Zhong, Pengfei Liu, Yiran Chen, et al.2020 · 569 citations
  27. MIND: A Large-scale Dataset for News RecommendationAnnual Meeting of the Association for Computational Linguistics (ACL)Fangzhao Wu, Ying Qiao, Jiun-Hung Chen, et al.2020 · 562 citations
  28. How Does NLP Benefit Legal System: A Summary of Legal Artificial IntelligenceAnnual Meeting of the Association for Computational Linguistics (ACL)Haoxi Zhong, Chaojun Xiao, Cunchao Tu, et al.2020 · 518 citations
  29. FLAT: Chinese NER Using Flat-Lattice TransformerAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaonan Li, Hang Yan, Xipeng Qiu, et al.2020 · 504 citations
  30. CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of ModalityAnnual Meeting of the Association for Computational Linguistics (ACL)Wenmeng Yu, Hua Xu, Fanyang Meng, et al.2020 · 493 citations
  31. DeeBERT: Dynamic Early Exiting for Accelerating BERT InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Ji Xin, Raphael Tang, Jaejun Lee, et al.2020 · 483 citations
  32. Null It Out: Guarding Protected Attributes by Iterative Nullspace ProjectionAnnual Meeting of the Association for Computational Linguistics (ACL)Shauli Ravfogel, Yanai Elazar, Hila Gonen, et al.2020 · 480 citations
  33. Improving Massively Multilingual Neural Machine Translation and Zero-Shot TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Biao Zhang, Philip Williams, Ivan Titov, et al.2020 · 474 citations
  34. GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social MediaAnnual Meeting of the Association for Computational Linguistics (ACL)Yi-Ju Lu, Cheng-Te Li2020 · 468 citations
  35. Masked Language Model ScoringAnnual Meeting of the Association for Computational Linguistics (ACL)Julian Salazar, Davis Liang, Toan Q. Nguyen, et al.2020 · 445 citations
  36. Pretrained Transformers Improve Out-of-Distribution RobustnessAnnual Meeting of the Association for Computational Linguistics (ACL)Dan Hendrycks, Xiaoyuan Liu, Eric Wallace, et al.2020 · 443 citations
  37. Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot FlyAnnual Meeting of the Association for Computational Linguistics (ACL)Nora Kassner, Hinrich Schütze2020 · 431 citations
  38. Low-Dimensional Hyperbolic Knowledge Graph EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Ines Chami, Adva Wolf, Da-Cheng Juan, et al.2020 · 426 citations
  39. Weight Poisoning Attacks on Pretrained ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Keita Kurita, Paul Michel, Graham Neubig2020 · 415 citations
  40. MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Jiaao Chen, Zichao Yang, Diyi Yang2020 · 413 citations
  41. Social Biases in NLP Models as Barriers for Persons with DisabilitiesAnnual Meeting of the Association for Computational Linguistics (ACL)Ben Hutchinson, Vinodkumar Prabhakaran, Emily Denton, et al.2020 · 404 citations
  42. Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Tang, Donghong Ji, Chenliang Li, et al.2020 · 397 citations
  43. BPE-Dropout: Simple and Effective Subword RegularizationAnnual Meeting of the Association for Computational Linguistics (ACL)Ivan Provilkov, Dmitrii Emelianenko, Elena Voita2020 · 389 citations
  44. Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation MetricsNitika Mathur, Timothy Baldwin, Trevor Cohn2020 · 386 citations
  45. Reasoning with Latent Structure Refinement for Document-Level Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Guoshun Nan, Zhijiang Guo, Ivan Sekulic, et al.2020 · 380 citations
  46. Emerging Cross-lingual Structure in Pretrained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Alexis Conneau, Shijie Wu, Haoran Li, et al.2020 · 379 citations
  47. FastBERT: a Self-distilling BERT with Adaptive Inference TimeAnnual Meeting of the Association for Computational Linguistics (ACL)Weijie Liu, Peng Zhou, Zhiruo Wang, et al.2020 · 378 citations
  48. Heterogeneous Graph Neural Networks for Extractive Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Danqing Wang, Pengfei Liu, Yining Zheng, et al.2020 · 370 citations
  49. FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Esin Durmus, He He, Mona Diab2020 · 352 citations
  50. Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal TransformerAnnual Meeting of the Association for Computational Linguistics (ACL)Jianfei Yu, Jing Jiang, Li Yang, et al.2020 · 341 citations
  51. Word-level Textual Adversarial Attacking as Combinatorial OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yuan Zang, Fanchao Qi, Chenghao Yang, et al.2020 · 340 citations
  52. SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Tian, Can Gao, Xinyan Xiao, et al.2020 · 333 citations
  53. Unsupervised Domain Clusters in Pretrained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Roee Aharoni, Yoav Goldberg2020 · 326 citations
  54. PLATO: Pre-trained Dialogue Generation Model with Discrete Latent VariableAnnual Meeting of the Association for Computational Linguistics (ACL)Siqi Bao, Huang He, Fan Wang, et al.2020 · 322 citations
  55. ParaCrawl: Web-Scale Acquisition of Parallel CorporaAnnual Meeting of the Association for Computational Linguistics (ACL)Marta Bañón, Pinzhen Chen, Barry Haddow, et al.2020 · 310 citations
  56. Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?Annual Meeting of the Association for Computational Linguistics (ACL)Peter Hase, Mohit Bansal2020 · 309 citations
  57. Good-Enough Compositional Data AugmentationAnnual Meeting of the Association for Computational Linguistics (ACL)Jacob Andreas2020 · 307 citations
  58. SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Haoming Jiang, Pengcheng He, Weizhu Chen, et al.2020 · 295 citations
  59. Information-Theoretic Probing for Linguistic StructureAnnual Meeting of the Association for Computational Linguistics (ACL)Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, et al.2020 · 293 citations
  60. HAT: Hardware-Aware Transformers for Efficient Natural Language ProcessingAnnual Meeting of the Association for Computational Linguistics (ACL)Hanrui Wang, Zhanghao Wu, Zhijian Liu, et al.2020 · 290 citations
  61. Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend SkillsAnnual Meeting of the Association for Computational Linguistics (ACL)Eric Michael Smith, Mary Williamson, Kurt Shuster, et al.2020 · 289 citations
  62. USR: An Unsupervised and Reference Free Evaluation Metric for Dialog GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Shikib Mehri, Maxine Eskenazi2020 · 284 citations
  63. Spelling Error Correction with Soft-Masked BERTAnnual Meeting of the Association for Computational Linguistics (ACL)Shaohua Zhang, Haoran Huang, Jicong Liu, et al.2020 · 283 citations
  64. Fine-grained Fact Verification with Kernel Graph Attention NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Zhenghao Liu, Chenyan Xiong, Maosong Sun, et al.2020 · 282 citations
  65. Multi-Sentence Argument LinkingAnnual Meeting of the Association for Computational Linguistics (ACL)Seth Ebner, Patrick Xia, Ryan Culkin, et al.2020 · 281 citations
  66. Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work?Annual Meeting of the Association for Computational Linguistics (ACL)Yada Pruksachatkun, Jason Phang, Haokun Liu, et al.2020 · 281 citations
  67. Efficient Dialogue State Tracking by Selectively Overwriting MemoryAnnual Meeting of the Association for Computational Linguistics (ACL)Sungdong Kim, Sohee Yang, Gyuwan Kim, et al.2020 · 269 citations
  68. Injecting Numerical Reasoning Skills into Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mor Geva, Ankit Gupta, Jonathan Berant2020 · 268 citations
  69. Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Yutai Hou, Wanxiang Che, Yongkui Lai, et al.2020 · 265 citations
  70. SenseBERT: Driving Some Sense into BERTAnnual Meeting of the Association for Computational Linguistics (ACL)Yoav Levine, Barak Lenz, Or Dagan, et al.2020 · 259 citations
  71. Towards Debiasing Sentence RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Paul Pu Liang, Irene Mengze Li, Emily Zheng, et al.2020 · 259 citations
  72. How Can We Accelerate Progress Towards Human-like Linguistic Generalization?Annual Meeting of the Association for Computational Linguistics (ACL)Tal Linzen2020 · 258 citations
  73. Distinguish Confusing Law Articles for Legal Judgment PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Nuo Xu, Pinghui Wang, Long Chen, et al.2020 · 258 citations
  74. CorefQA: Coreference Resolution as Query-based Span PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Wei Wu, Fei Wang, Arianna Yuan, et al.2020 · 254 citations
  75. Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Rishi Bommasani, Kelly Davis, Claire Cardie2020 · 248 citations
  76. Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERTAnnual Meeting of the Association for Computational Linguistics (ACL)Zhiyong Wu, Yun Chen, Ben Kao, et al.2020 · 245 citations
  77. Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Zhuang Chen, Tieyun Qian2020 · 242 citations
  78. Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology ReportsAnnual Meeting of the Association for Computational Linguistics (ACL)Yuhao Zhang, Derek Merck, Emily Tsai, et al.2020 · 241 citations
  79. Analysing Lexical Semantic Change with Contextualised Word RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Mario Giulianelli, Marco Del Tredici, Raquel Fernández2020 · 239 citations
  80. Curriculum Learning for Natural Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Benfeng Xu, Licheng Zhang, Zhendong Mao, et al.2020 · 239 citations
  81. Politeness Transfer: A Tag and Generate ApproachAnnual Meeting of the Association for Computational Linguistics (ACL)Aman Madaan, Amrith Setlur, Tanmay Parekh, et al.2020 · 234 citations
  82. Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph InformationAnnual Meeting of the Association for Computational Linguistics (ACL)Michele Bevilacqua, Roberto Navigli2020 · 232 citations
  83. Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encodersAnnual Meeting of the Association for Computational Linguistics (ACL)Terra Blevins, Luke Zettlemoyer2020 · 232 citations
  84. Towards Conversational Recommendation over Multi-Type DialogsAnnual Meeting of the Association for Computational Linguistics (ACL)Zeming Liu, Haifeng Wang, Zheng-Yu Niu, et al.2020 · 230 citations
  85. End-to-End Neural Pipeline for Goal-Oriented Dialogue Systems using GPT-2Annual Meeting of the Association for Computational Linguistics (ACL)Donghoon Ham, Jeong-Gwan Lee, Youngsoo Jang, et al.2020 · 228 citations
  86. Neural CRF Model for Sentence Alignment in Text SimplificationAnnual Meeting of the Association for Computational Linguistics (ACL)Chao Jiang, Mounica Maddela, Wuwei Lan, et al.2020 · 227 citations
  87. Learning to Deceive with Attention-Based ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL)Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, et al.2020 · 227 citations
  88. Learning to Faithfully Rationalize by ConstructionAnnual Meeting of the Association for Computational Linguistics (ACL)Sarthak Jain, Sarah Wiegreffe, Yuval Pinter, et al.2020 · 223 citations
  89. GLUECoS: An Evaluation Benchmark for Code-Switched NLPAnnual Meeting of the Association for Computational Linguistics (ACL)Simran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, et al.2020 · 222 citations
  90. Reasoning Over Semantic-Level Graph for Fact CheckingAnnual Meeting of the Association for Computational Linguistics (ACL)Wanjun Zhong, Jingjing Xu, Duyu Tang, et al.2020 · 221 citations
  91. Generating Fact Checking ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL)Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, et al.2020 · 220 citations
  92. A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Pedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot2020 · 219 citations
  93. SciREX: A Challenge Dataset for Document-Level Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, et al.2020 · 218 citations
  94. Syntactic Data Augmentation Increases Robustness to Inference HeuristicsAnnual Meeting of the Association for Computational Linguistics (ACL)Junghyun Min, R. Thomas McCoy, Dipanjan Das, et al.2020 · 217 citations
  95. Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood TrainingAnnual Meeting of the Association for Computational Linguistics (ACL)Margaret Li, Stephen Roller, Ilia Kulikov, et al.2020 · 215 citations
  96. You Impress Me: Dialogue Generation via Mutual Persona PerceptionAnnual Meeting of the Association for Computational Linguistics (ACL)Qian Liu, Yihong Chen, Bei Chen, et al.2020 · 215 citations
  97. ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting TransformationsAnnual Meeting of the Association for Computational Linguistics (ACL)Fernando Alva-Manchego, Louis Martin, Antoine Bordes, et al.2020 · 215 citations
  98. TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction TaskAnnual Meeting of the Association for Computational Linguistics (ACL)Christoph Alt, Aleksandra Gabryszak, Leonhard Hennig2020 · 213 citations
  99. Logical Natural Language Generation from Open-Domain TablesAnnual Meeting of the Association for Computational Linguistics (ACL)Wenhu Chen, Jianshu Chen, Yu Su, et al.2020 · 209 citations
  100. Enabling Language Models to Fill in the BlanksAnnual Meeting of the Association for Computational Linguistics (ACL)Chris Donahue, Mina Lee, Percy Liang2020 · 207 citations

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