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

1,021 works · page 6 of 11 · the most cited first · ← Annual Meeting of the Association for…

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  1. Curriculum Learning for Natural Language UnderstandingBenfeng Xu, Licheng Zhang, Zhendong Mao, et al.2020 · 239 citations
  2. Classification and Clustering of Arguments with Contextualized Word EmbeddingsNils Reimers, Benjamin Schiller, Tilman Beck, et al.2019 · 239 citations
  3. Noisy Channel Language Model Prompting for Few-Shot Text ClassificationSewon Min, Mike Lewis, Hannaneh Hajishirzi, et al.2021 · 238 citations
  4. Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic TriggerFanchao Qi, Mukai Li, Yangyi Chen, et al.2021 · 238 citations
  5. Selective Sharing for Multilingual Dependency ParsingTahira Naseem, Regina Barzilay, Amir Globerson2012 · 237 citations
  6. Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language ModelsMyra Cheng, Esin Durmus, Dan Jurafsky2023 · 236 citations
  7. Document Context Neural Machine Translation with Memory NetworksSameen Maruf, Gholamreza Haffari2018 · 236 citations
  8. Self-Guided Contrastive Learning for BERT Sentence RepresentationsTaeuk Kim, Kang Min Yoo, Sang-goo Lee2021 · 234 citations
  9. Politeness Transfer: A Tag and Generate ApproachAman Madaan, Amrith Setlur, Tanmay Parekh, et al.2020 · 234 citations
  10. MultiQA: An Empirical Investigation of Generalization and Transfer in Reading ComprehensionAlon Talmor, Jonathan Berant2019 · 234 citations
  11. Translationese and Its DialectsMoshe Koppel, Noam Ordan2011 · 234 citations
  12. Evaluating Open-Domain Question Answering in the Era of Large Language ModelsEhsan Kamalloo, Nouha Dziri, Charles Clarke, et al.2023 · 233 citations
  13. CONTaiNER: Few-Shot Named Entity Recognition via Contrastive LearningSarkar Snigdha Sarathi Das, Arzoo Katiyar, Rebecca Passonneau, et al.2022 · 233 citations
  14. Towards Robust and Privacy-preserving Text RepresentationsYitong Li, Timothy Baldwin, Trevor Cohn2018 · 233 citations
  15. Unsupervised Event Coreference Resolution with Rich Linguistic FeaturesCosmin Bejan, Sanda Harabagiu2010 · 233 citations
  16. Evaluating Automated and Manual Acquisition of Anaphora Resolution StrategiesChinatsu Aone, Scott William Bennett1995 · 233 citations
  17. Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph InformationMichele Bevilacqua, Roberto Navigli2020 · 232 citations
  18. Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encodersTerra Blevins, Luke Zettlemoyer2020 · 232 citations
  19. Commonsense Knowledge Base CompletionXiang Li, Aynaz Taheri, Lifu Tu, et al.2016 · 232 citations
  20. Compositional Questions Do Not Necessitate Multi-hop ReasoningSewon Min, Eric Wallace, Sameer Singh, et al.2019 · 231 citations
  21. From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal LikelihoodKelvin Guu, Panupong Pasupat, Evan Liu, et al.2017 · 230 citations
  22. Neural CRF Model for Sentence Alignment in Text SimplificationChao Jiang, Mounica Maddela, Wuwei Lan, et al.2020 · 227 citations
  23. SParC: Cross-Domain Semantic Parsing in ContextTao Yu, Rui Zhang, Michihiro Yasunaga, et al.2019 · 227 citations
  24. A Language-Independent Neural Network for Event DetectionXiaocheng Feng, Lifu Huang, Duyu Tang, et al.2016 · 226 citations
  25. Hybrid Simplification using Deep Semantics and Machine TranslationShashi Narayan, Claire Gardent2014 · 226 citations
  26. Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument ExtractionYubo Ma, Zehao Wang, Yixin Cao, et al.2022 · 225 citations
  27. Modeling Argument Strength in Student EssaysIsaac Persing, Vincent Ng2015 · 223 citations
  28. Improving Text Simplification Language Modeling Using Unsimplified Text DataDavid Kauchak2013 · 223 citations
  29. Learning to Faithfully Rationalize by ConstructionSarthak Jain, Sarah Wiegreffe, Yuval Pinter, et al.2020 · 222 citations
  30. GLUECoS: An Evaluation Benchmark for Code-Switched NLPSimran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, et al.2020 · 222 citations
  31. Putting it Simply: a Context-Aware Approach to Lexical SimplificationOr Biran, Samuel Brody, Noémie Elhadad2011 · 222 citations
  32. Reasoning Over Semantic-Level Graph for Fact CheckingWanjun Zhong, Jingjing Xu, Duyu Tang, et al.2020 · 221 citations
  33. Unsupervised Multilingual Learning for Morphological SegmentationBenjamin Snyder, Regina Barzilay2008 · 221 citations
  34. Beyond BLEU: Training Neural Machine Translation with Semantic SimilarityJohn Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, et al.2019 · 220 citations
  35. Towards String-To-Tree Neural Machine TranslationRoee Aharoni, Yoav Goldberg2017 · 220 citations
  36. Loosely Tree-Based Alignment for Machine TranslationDaniel Gildea2003 · 220 citations
  37. Generating Fact Checking ExplanationsPepa Atanasova, Jakob Grue Simonsen, Christina Lioma, et al.2020 · 219 citations
  38. A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource LanguagesPedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot2020 · 219 citations
  39. Head-Driven Phrase Structure Grammar Parsing on Penn TreebankJunru Zhou, Hai Zhao2019 · 219 citations
  40. Automatically Evaluating Text Coherence Using Discourse RelationsZiheng Lin, Hwee Tou Ng, Min-Yen Kan2011 · 218 citations
  41. SciREX: A Challenge Dataset for Document-Level Information ExtractionSarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, et al.2020 · 217 citations
  42. Open-Source Tools for Morphology, Lemmatization, POS Tagging and Named Entity RecognitionJana Straková, Milan Straka, Jan Hajič2014 · 217 citations
  43. Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse AnalysisShafiq Joty, Giuseppe Carenini, Raymond Ng, et al.2013 · 217 citations
  44. Arabic Morphological Tagging, Diacritization, and Lemmatization Using Lexeme Models and Feature RankingRyan Roth, Owen Rambow, Nizar Habash, et al.2008 · 217 citations
  45. Making Language Models Better Reasoners with Step-Aware VerifierYifei Li, Zeqi Lin, Shizhuo Zhang, et al.2023 · 216 citations
  46. Structured Pruning Learns Compact and Accurate ModelsMengzhou Xia, Zexuan Zhong, Danqi Chen2022 · 216 citations
  47. Real-Time Open-Domain Question Answering with Dense-Sparse Phrase IndexMinjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, et al.2019 · 216 citations
  48. ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting TransformationsFernando Alva-Manchego, Louis Martin, Antoine Bordes, et al.2020 · 215 citations
  49. Syntactic Data Augmentation Increases Robustness to Inference HeuristicsJunghyun Min, R. Thomas McCoy, Dipanjan Das, et al.2020 · 215 citations
  50. OpenKiwi: An Open Source Framework for Quality EstimationFabio Kepler, Jonay Trénous, Marcos Treviso, et al.2019 · 215 citations
  51. Systematic Inequalities in Language Technology Performance across the World's LanguagesDamian Blasi, Antonios Anastasopoulos, Graham Neubig2022 · 214 citations
  52. Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood TrainingMargaret Li, Stephen Roller, Ilia Kulikov, et al.2020 · 214 citations
  53. Learning to Parse and Translate Improves Neural Machine TranslationAkiko Eriguchi, Yoshimasa Tsuruoka, Kyunghyun Cho2017 · 214 citations
  54. Meaningful Clustering of Senses Helps Boost Word Sense Disambiguation PerformanceRoberto Navigli2006 · 213 citations
  55. Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language ModelsMosh Levy, Alon Jacoby, Yoav Goldberg2024 · 212 citations
  56. TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction TaskChristoph Alt, Aleksandra Gabryszak, Leonhard Hennig2020 · 212 citations
  57. An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language ModelsNicholas Meade, Elinor Poole-Dayan, Siva Reddy2022 · 211 citations
  58. Syntax for Semantic Role Labeling, To Be, Or Not To BeShexia He, Zuchao Li, Hai Zhao, et al.2018 · 211 citations
  59. Which Coreference Evaluation Metric Do You Trust? A Proposal for a Link-based Entity Aware MetricNafise Sadat Moosavi, Michael Strube2016 · 210 citations
  60. Logical Natural Language Generation from Open-Domain TablesWenhu Chen, Jianshu Chen, Yu Su, et al.2020 · 209 citations
  61. Fighting Offensive Language on Social Media with Unsupervised Text Style TransferCicero Nogueira dos Santos, Igor Melnyk, Inkit Padhi2018 · 209 citations
  62. Learning-Based Single-Document Summarization with Compression and Anaphoricity ConstraintsGreg Durrett, Taylor Berg-Kirkpatrick, Dan Klein2016 · 209 citations
  63. Learning Anaphoricity and Antecedent Ranking Features for Coreference ResolutionSam Wiseman, Alexander M. Rush, Stuart Shieber, et al.2015 · 209 citations
  64. MAGEAD: A Morphological Analyzer and Generator for the Arabic DialectsNizar Habash, Owen Rambow2006 · 209 citations
  65. Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical StudyHwee Tou Ng, Bin Wang, Yee Seng Chan2003 · 209 citations
  66. Morphological Inflection Generation with Hard Monotonic AttentionRoee Aharoni, Yoav Goldberg2017 · 208 citations
  67. Text-level Discourse Parsing with Rich Linguistic FeaturesVanessa Wei Feng, Graeme Hirst2012 · 208 citations
  68. Enabling Language Models to Fill in the BlanksChris Donahue, Mina Lee, Percy Liang2020 · 207 citations
  69. Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic AssociationNan Xu, Zhixiong Zeng, Wenji Mao2020 · 206 citations
  70. Tense and Aspect Error Correction for ESL Learners Using Global ContextToshikazu Tajiri, Mamoru Komachi, Yuji Matsumoto2012 · 206 citations
  71. CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate SpeechYi-Ling Chung, Elizaveta Kuzmenko, Serra Sinem Tekiroglu, et al.2019 · 205 citations
  72. RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language ModelsCheng Niu, Yuanhao Wu, Juno Zhu, et al.2024 · 204 citations
  73. PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationWen Xiao, Iz Beltagy, Giuseppe Carenini, et al.2022 · 204 citations
  74. On the Effectiveness of Adapter-based Tuning for Pretrained Language Model AdaptationRuidan He, Linlin Liu, Hai Ye, et al.2021 · 204 citations
  75. On Exposure Bias, Hallucination and Domain Shift in Neural Machine TranslationChaojun Wang, Rico Sennrich2020 · 204 citations
  76. Contextualizing Hate Speech Classifiers with Post-hoc ExplanationBrendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, et al.2020 · 203 citations
  77. Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge BaseWen-tau Yih, Ming-Wei Chang, Xiaodong He, et al.2015 · 203 citations
  78. Aya Dataset: An Open-Access Collection for Multilingual Instruction TuningShivalika Singh, Freddie Vargus, Daniel D'souza, et al.2024 · 202 citations
  79. How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMsYi Zeng, Hongpeng Lin, Jingwen Zhang, et al.2024 · 202 citations
  80. HateCheck: Functional Tests for Hate Speech Detection ModelsPaul Röttger, Bertie Vidgen, Dong Nguyen, et al.2021 · 202 citations
  81. An Effective Approach to Unsupervised Machine TranslationMikel Artetxe, Gorka Labaka, Eneko Agirre2019 · 202 citations
  82. Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic DataAdithya Pratapa, Gayatri Bhat, Monojit Choudhury, et al.2018 · 202 citations
  83. AraT5: Text-to-Text Transformers for Arabic Language GenerationEl Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed2022 · 201 citations
  84. Predictive Biases in Natural Language Processing Models: A Conceptual Framework and OverviewDeven Shah, H. Andrew Schwartz, Dirk Hovy2019 · 201 citations
  85. Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary LossBarbara Plank, Anders Søgaard, Yoav Goldberg2016 · 201 citations
  86. BabelNet: Building a Very Large Multilingual Semantic NetworkRoberto Navigli, Simone Paolo Ponzetto2010 · 201 citations
  87. Learning Word-Class Lattices for Definition and Hypernym ExtractionRoberto Navigli, Paola Velardi2010 · 201 citations
  88. Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-ArtVeselin Stoyanov, Nathan Gilbert, Claire Cardie, et al.2009 · 199 citations
  89. Toxicity Detection: Does Context Really Matter?John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon, et al.2020 · 198 citations
  90. Learning a Lexical Simplifier Using WikipediaColby Horn, Cathryn Manduca, David Kauchak2014 · 198 citations
  91. BART: A Modular Toolkit for Coreference ResolutionYannick Versley, Simone Paolo Ponzetto, Massimo Poesio, et al.2008 · 197 citations
  92. Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation ProblemDanielle Saunders, Bill Byrne2020 · 196 citations
  93. Retrieval of the Best Counterargument without Prior Topic KnowledgeHenning Wachsmuth, Shahbaz Syed, Benno Stein2018 · 196 citations
  94. Maximum Entropy Based Restoration of Arabic DiacriticsImed Zitouni, Jeffrey S. Sorensen, Ruhi Sarikaya2006 · 196 citations
  95. Bootstrapping Path-Based Pronoun ResolutionShane Bergsma, Dekang Lin2006 · 193 citations
  96. LLM in a flash: Efficient Large Language Model Inference with Limited MemoryKeivan Alizadeh, Seyed Iman Mirzadeh, Dmitry Belenko, et al.2024 · 192 citations
  97. Improved Neural Machine Translation with a Syntax-Aware Encoder and DecoderHuadong Chen, Shujian Huang, David Chiang, et al.2017 · 192 citations
  98. Auto-Debias: Debiasing Masked Language Models with Automated Biased PromptsYue Guo, Yi Yang, Ahmed Abbasi2022 · 191 citations
  99. CATiB: The Columbia Arabic TreebankNizar Habash, Ryan Roth2009 · 191 citations
  100. MuTual: A Dataset for Multi-Turn Dialogue ReasoningLeyang Cui, Yu Wu, Shujie Liu, et al.2020 · 189 citations

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