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Works of Annual Meeting of the Association for Computational Linguistics (ACL)

1,021 works · page 2 of 11 · the most cited first · ← Annual Meeting of the Association for…

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  1. TaPas: Weakly Supervised Table Parsing via Pre-trainingJonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, et al.2020 · 844 citations
  2. A Unified MRC Framework for Named Entity RecognitionXiaoya Li, Jingrong Feng, Yuxian Meng, et al.2020 · 833 citations
  3. Gated Self-Matching Networks for Reading Comprehension and Question AnsweringWenhui Wang, Nan Yang, Furu Wei, et al.2017 · 823 citations
  4. Paraphrasing with Bilingual Parallel CorporaColin Bannard, Chris Callison-Burch2005 · 821 citations
  5. ERASER: A Benchmark to Evaluate Rationalized NLP ModelsJay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, et al.2020 · 820 citations
  6. Fast Abstractive Summarization with Reinforce-Selected Sentence RewritingYen-Chun Chen, Mohit Bansal2018 · 819 citations
  7. Addressing the Rare Word Problem in Neural Machine TranslationThang Luong, Ilya Sutskever, Quoc Le, et al.2015 · 817 citations
  8. A New Dataset and Method for Automatically Grading ESOL TextsHelen Yannakoudakis, Ted Briscoe, Ben Medlock2011 · 813 citations
  9. A Stylometric Inquiry into Hyperpartisan and Fake NewsMartin Potthast, Johannes Kiesel, Kevin Reinartz, et al.2018 · 808 citations
  10. Finding Deceptive Opinion Spam by Any Stretch of the ImaginationMyle Ott, Yejin Choi, Claire Cardie, et al.2011 · 806 citations
  11. Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English WordsSaif Mohammad2018 · 800 citations
  12. Learning Deep Transformer Models for Machine TranslationQiang Wang, Bei Li, Tong Xiao, et al.2019 · 798 citations
  13. Named Entity Recognition using an HMM-based Chunk TaggerGuoDong Zhou, Jian Su2002 · 794 citations
  14. Multi-Task Learning for Multiple Language TranslationDaxiang Dong, Hua Wu, Wei He, et al.2015 · 791 citations
  15. Semi-supervised sequence tagging with bidirectional language modelsMatthew E. Peters, Waleed Ammar, Chandra Bhagavatula, et al.2017 · 786 citations
  16. Scaling to Very Very Large Corpora for Natural Language DisambiguationMichele Banko, Eric Brill2001 · 785 citations
  17. Relational Graph Attention Network for Aspect-based Sentiment AnalysisKai Wang, Weizhou Shen, Yunyi Yang, et al.2020 · 775 citations
  18. A Syntactic Neural Model for General-Purpose Code GenerationPengcheng Yin, Graham Neubig2017 · 772 citations
  19. UniXcoder: Unified Cross-Modal Pre-training for Code RepresentationDaya Guo, Shuai Lu, Nan Duan, et al.2022 · 768 citations
  20. Part-of-Speech Tagging for Twitter: Annotation, Features, and ExperimentsKevin Gimpel, Nathan Schneider, Brendan O'Connor, et al.2011 · 767 citations
  21. Constituency Parsing with a Self-Attentive EncoderNikita Kitaev, Dan Klein2018 · 759 citations
  22. Universal Dependency Annotation for Multilingual ParsingRyan McDonald, Joakim Nivre, Yvonne Quirmbach-Brundage, et al.2013 · 749 citations
  23. Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?Alon Jacovi, Yoav Goldberg2020 · 747 citations
  24. Integrating Multimodal Information in Large Pretrained TransformersWasifur Rahman, Md Kamrul Hasan, Sangwu Lee, et al.2020 · 742 citations
  25. Identifying Sarcasm in Twitter: A Closer LookRoberto González-Ibáñez, Smaranda Muresan, Nina Wacholder2011 · 742 citations
  26. Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical ModelAlexander Fabbri, Irene Li, Tianwei She, et al.2019 · 738 citations
  27. MLQA: Evaluating Cross-lingual Extractive Question AnsweringPatrick Lewis, Barlas Oğuz, Ruty Rinott, et al.2019 · 735 citations
  28. Dice Loss for Data-imbalanced NLP TasksXiaoya Li, Xiaofei Sun, Yuxian Meng, et al.2020 · 734 citations
  29. A Novel Cascade Binary Tagging Framework for Relational Triple ExtractionZhepei Wei, Jianlin Su, Yue Wang, et al.2020 · 732 citations
  30. Statistical Decision-Tree Models for ParsingDavid M. Magerman1995 · 732 citations
  31. A Joint Model of Text and Aspect Ratings for Sentiment SummarizationIvan Titov, Ryan McDonald2008 · 729 citations
  32. Adversarial Multi-task Learning for Text ClassificationPengfei Liu, Xipeng Qiu, Xuanjing Huang2017 · 723 citations
  33. Mitigating Gender Bias in Natural Language Processing: Literature ReviewTony Sun, Andrew Gaut, Shirlyn Tang, et al.2019 · 716 citations
  34. Detect Rumors in Microblog Posts Using Propagation Structure via Kernel LearningJing Ma, Wei Gao, Kam-Fai Wong2017 · 713 citations
  35. Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step QuestionsHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot, et al.2022 · 711 citations
  36. Scalable Modified Kneser-Ney Language Model EstimationKenneth Heafield, Ivan Pouzyrevsky, Jonathan H. Clark, et al.2013 · 709 citations
  37. A Multiscale Visualization of Attention in the Transformer ModelJesse Vig2019 · 708 citations
  38. Rumor Detection on Twitter with Tree-structured Recursive Neural NetworksJing Ma, Wei Gao, Kam-Fai Wong2018 · 706 citations
  39. Entity-Based Cross-Document Coreferencing Using the Vector Space ModelAmit Bagga, Breck Baldwin1998 · 699 citations
  40. langid.py: An Off-the-shelf Language Identification ToolMarco Lui, Timothy Baldwin2012 · 695 citations
  41. GLTR: Statistical Detection and Visualization of Generated TextSebastian Gehrmann, Hendrik Strobelt, Alexander M. Rush2019 · 691 citations
  42. Extracting Paraphrases from a Parallel CorpusRegina Barzilay, Kathleen R. McKeown2001 · 691 citations
  43. SPECTER: Document-level Representation Learning using Citation-informed TransformersArman Cohan, Sergey Feldman, Iz Beltagy, et al.2020 · 690 citations
  44. TaBERT: Pretraining for Joint Understanding of Textual and Tabular DataPengcheng Yin, Graham Neubig, Wen-tau Yih, et al.2020 · 690 citations
  45. Explain Yourself! Leveraging Language Models for Commonsense ReasoningNazneen Fatema Rajani, Bryan McCann, Caiming Xiong, et al.2019 · 690 citations
  46. A Thorough Examination of the CNN/Daily Mail Reading Comprehension TaskDanqi Chen, Jason Bolton, Christopher D. Manning2016 · 689 citations
  47. A Class of Submodular Functions for Document SummarizationHui Lin, Jeff Bilmes2011 · 683 citations
  48. ELI5: Long Form Question AnsweringAngela Fan, Yacine Jernite, Ethan Perez, et al.2019 · 682 citations
  49. Learning bilingual word embeddings with (almost) no bilingual dataMikel Artetxe, Gorka Labaka, Eneko Agirre2017 · 681 citations
  50. Semantic Parsing via ParaphrasingJonathan Berant, Percy Liang2014 · 681 citations
  51. Joint Event Extraction via Structured Prediction with Global FeaturesQi Li, Heng Ji, Liang Huang2013 · 681 citations
  52. Social Bias Frames: Reasoning about Social and Power Implications of LanguageMaarten Sap, Saadia Gabriel, Lianhui Qin, et al.2020 · 680 citations
  53. Espresso: Leveraging Generic Patterns for Automatically Harvesting Semantic RelationsPatrick Pantel, Marco Pennacchiotti2006 · 680 citations
  54. Globally Normalized Transition-Based Neural NetworksDaniel Andor, Chris Alberti, David Weiss, et al.2016 · 676 citations
  55. Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsApoorv Saxena, Aditay Tripathi, Partha Talukdar2020 · 670 citations
  56. Cross-lingual Name Tagging and Linking for 282 LanguagesXiaoman Pan, Boliang Zhang, Jonathan May, et al.2017 · 668 citations
  57. Fast and Robust Neural Network Joint Models for Statistical Machine TranslationJacob Devlin, Rabih Zbib, Zhongqiang Huang, et al.2014 · 666 citations
  58. Noun Classification From Predicate-Argument StructuresDonald Hindle1990 · 665 citations
  59. An Improved Error Model for Noisy Channel Spelling CorrectionEric Brill, Robert C. Moore2000 · 661 citations
  60. Automatic Identification of Word Translations from Unrelated English and German CorporaReinhard Rapp1999 · 659 citations
  61. PARADISE: A Framework for Evaluating Spoken Dialogue AgentsMarilyn A. Walker, Diane J. Litman, Candace A. Kamm, et al.1997 · 657 citations
  62. Aligning Sentences in Parallel CorporaPeter F. Brown, Jennifer C. Lai, Robert L. Mercer1991 · 657 citations
  63. Simple Semi-supervised Dependency ParsingTerry Koo, Xavier Carreras, Michael Collins2008 · 655 citations
  64. Measures of Distributional SimilarityLillian Lee1999 · 654 citations
  65. Open Information Extraction Using WikipediaFei Wu, Daniel S. Weld2010 · 648 citations
  66. ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation TransferYuanmeng Yan, Rumei Li, Sirui Wang, et al.2021 · 647 citations
  67. Incremental Joint Extraction of Entity Mentions and RelationsQi Li, Heng Ji2014 · 646 citations
  68. Pointing the Unknown WordsCaglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, et al.2016 · 642 citations
  69. A Corpus for Reasoning About Natural Language Grounded in Photographs (NLVR2)Alane Suhr, Stephanie Zhou, Ally Zhang, et al.2019 · 640 citations
  70. A Centering Approach to PronounsSusan E. Brennan, Marilyn W. Friedman, Carl J. Pollard1987 · 639 citations
  71. Scalable Inference and Training of Context-Rich Syntactic Translation ModelsMichel Galley, Jonathan Graehl, Kevin Knight, et al.2006 · 638 citations
  72. Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language ModelsMuhammad Maaz, Hanoona Rasheed, Salman Khan, et al.2023 · 634 citations
  73. Arabic Tokenization, Part-of-Speech Tagging and Morphological Disambiguation in One Fell SwoopNizar Habash, Owen Rambow2005 · 634 citations
  74. Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based ChatbotsYu Wu, Wei Wu, Chen Xing, et al.2017 · 624 citations
  75. LayoutLMv2: Multi-modal Pre-training for Visually-rich Document UnderstandingYang Xu, Yiheng Xu, Tengchao Lv, et al.2021 · 623 citations
  76. Harnessing Deep Neural Networks with Logic RulesZhiting Hu, Xuezhe Ma, Zhengzhong Liu, et al.2016 · 619 citations
  77. Classifying Relations by Ranking with Convolutional Neural NetworksCícero dos Santos, Bing Xiang, Bowen Zhou2015 · 613 citations
  78. Extracting Relational Facts by an End-to-End Neural Model with Copy MechanismXiangrong Zeng, Daojian Zeng, Shizhu He, et al.2018 · 607 citations
  79. A Joint Neural Model for Information Extraction with Global FeaturesYing Lin, Heng Ji, Fei Huang, et al.2020 · 600 citations
  80. Attention Guided Graph Convolutional Networks for Relation ExtractionZhijiang Guo, Yan Zhang, Wei Lu2019 · 597 citations
  81. Named Entity Recognition as Dependency ParsingJuntao Yu, Bernd Bohnet, Massimo Poesio2020 · 594 citations
  82. Transformation Networks for Target-Oriented Sentiment ClassificationXin Li, Lidong Bing, Wai Lam, et al.2018 · 594 citations
  83. Co-Training for Cross-Lingual Sentiment ClassificationXiaojun Wan2009 · 594 citations
  84. Deep Semantic Role Labeling: What Works and What's NextLuheng He, Kenton Lee, Mike Lewis, et al.2017 · 589 citations
  85. Automatic Keyphrase Extraction: A Survey of the State of the ArtKazi Saidul Hasan, Vincent Ng2014 · 589 citations
  86. Evaluating Gender Bias in Machine TranslationGabriel Stanovsky, Noah A. Smith, Luke Zettlemoyer2019 · 588 citations
  87. Lexical Normalisation of Short Text Messages: Makn Sens a #twitterBo Han, Timothy Baldwin2011 · 586 citations
  88. Deep multi-task learning with low level tasks supervised at lower layersAnders Søgaard, Yoav Goldberg2016 · 584 citations
  89. Refining Event Extraction through Cross-Document InferenceHeng Ji, Ralph Grishman2008 · 577 citations
  90. Relation Classification via Multi-Level Attention CNNsLinlin Wang, Zhu Cao, Gerard de Melo, et al.2016 · 573 citations
  91. Minimum Risk Training for Neural Machine TranslationShiqi Shen, Yong Cheng, Zhongjun He, et al.2015 · 572 citations
  92. ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech DetectionThomas Hartvigsen, Saadia Gabriel, Hamid Palangi, et al.2022 · 571 citations
  93. Multilingual Universal Sentence Encoder for Semantic RetrievalYinfei Yang, Daniel Cer, Amin Ahmad, et al.2020 · 571 citations
  94. A Hierarchical Bayesian Language Model Based On Pitman-Yor ProcessesYee Whye Teh2006 · 571 citations
  95. Incremental Parsing with the Perceptron AlgorithmMichael Collins, Brian Roark2004 · 568 citations
  96. Extractive Summarization as Text MatchingMing Zhong, Pengfei Liu, Yiran Chen, et al.2020 · 567 citations
  97. MIND: A Large-scale Dataset for News RecommendationFangzhao Wu, Ying Qiao, Jiun-Hung Chen, et al.2020 · 562 citations
  98. Subword Regularization: Improving Neural Network Translation Models with Multiple Subword CandidatesTaku Kudo2018 · 561 citations
  99. Finding Parts in Very Large CorporaMatthew Berland, Eugene Charniak1999 · 560 citations
  100. Neural Legal Judgment Prediction in EnglishIlias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras2019 · 558 citations

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