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

1,021 works · page 5 of 11 · the most cited first · ← Annual Meeting of the Association for…

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  1. Learning to Grade Short Answer Questions using Semantic Similarity Measures and Dependency Graph AlignmentsMichael Mohler, Razvan Bunescu, Rada Mihalcea2011 · 310 citations
  2. Exploiting Argument Information to Improve Event Detection via Supervised Attention MechanismsShulin Liu, Yubo Chen, Kang Liu, et al.2017 · 309 citations
  3. A Minimal Span-Based Neural Constituency ParserMitchell Stern, Jacob Andreas, Dan Klein2017 · 309 citations
  4. ParaCrawl: Web-Scale Acquisition of Parallel CorporaMarta Bañón, Pinzhen Chen, Barry Haddow, et al.2020 · 308 citations
  5. A Mention-Synchronous Coreference Resolution Algorithm Based On the Bell TreeXiaoqiang Luo, Abe Ittycheriah, Hongyan Jing, et al.2004 · 308 citations
  6. Multi-hop Reading Comprehension through Question Decomposition and RescoringSewon Min, Victor Zhong, Luke Zettlemoyer, et al.2019 · 306 citations
  7. From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP ModelsShangbin Feng, Chan Young Park, Yuhan Liu, et al.2023 · 305 citations
  8. Good-Enough Compositional Data AugmentationJacob Andreas2020 · 305 citations
  9. Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTMIvan Habernal, Iryna Gurevych2016 · 302 citations
  10. A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot FillingHaihong E, Peiqing Niu, Zhongfu Chen, et al.2019 · 301 citations
  11. Learning to Write with Cooperative DiscriminatorsAri Holtzman, Jan Buys, Maxwell Forbes, et al.2018 · 301 citations
  12. Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning ApproachJingjing Xu, Xu Sun, Qi Zeng, et al.2018 · 301 citations
  13. Finding Contradictions in TextMarie-Catherine de Marneffe, Anna N. Rafferty, Christopher D. Manning2008 · 301 citations
  14. SPoT: Better Frozen Model Adaptation through Soft Prompt TransferTu Vu, Brian Lester, Noah Constant, et al.2022 · 300 citations
  15. Style Transformer: Unpaired Text Style Transfer without Disentangled Latent RepresentationNing Dai, Jianze Liang, Xipeng Qiu, et al.2019 · 300 citations
  16. Aligning Sentences in Bilingual Corpora Using Lexical InformationStanley F. Chen1993 · 299 citations
  17. Bridging the Gap between Training and Inference for Neural Machine TranslationWen Zhang, Yang Feng, Fandong Meng, et al.2019 · 298 citations
  18. MathPrompter: Mathematical Reasoning using Large Language ModelsShima Imani, Liang Du, Harsh Shrivastava2023 · 297 citations
  19. Pivot Language Approach for Phrase-Based Statistical Machine TranslationHua Wu, Haifeng Wang2007 · 296 citations
  20. Matching the Blanks: Distributional Similarity for Relation LearningLivio Baldini Soares, Nicholas FitzGerald, Jeffrey Ling, et al.2019 · 294 citations
  21. Information-Theoretic Probing for Linguistic StructureTiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, et al.2020 · 293 citations
  22. A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical LiteratureBenjamin Nye, Junyi Jessy Li, Roma Patel, et al.2018 · 293 citations
  23. The Necessity of Parsing for Predicate Argument RecognitionDaniel Gildea, Martha Palmer2002 · 293 citations
  24. SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized OptimizationHaoming Jiang, Pengcheng He, Weizhu Chen, et al.2020 · 291 citations
  25. Challenges and Strategies in Cross-Cultural NLPDaniel Hershcovich, Stella Frank, Heather Lent, et al.2022 · 290 citations
  26. The Distributional Inclusion Hypotheses and Lexical EntailmentMaayan Geffet, Ido Dagan2005 · 290 citations
  27. Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend SkillsEric Michael Smith, Mary Williamson, Kurt Shuster, et al.2020 · 288 citations
  28. GEAR: Graph-based Evidence Aggregating and Reasoning for Fact VerificationJie Zhou, Xu Han, Cheng Yang, et al.2019 · 288 citations
  29. Automatic Identification of Non-compositional PhrasesDekang Lin1999 · 288 citations
  30. The Arabic Online Commentary Dataset: an Annotated Dataset of Informal Arabic with High Dialectal ContentOmar F. Zaidan, Chris Callison-Burch2011 · 287 citations
  31. Machine Translation Using Probabilistic Synchronous Dependency Insertion GrammarsYuan Ding, Martha Palmer2005 · 286 citations
  32. A Bayesian Mixed Effects Model of Literary CharacterDavid Bamman, Ted Underwood, Noah A. Smith2014 · 285 citations
  33. Scoring Coreference Partitions of Predicted Mentions: A Reference ImplementationSameer Pradhan, Xiaoqiang Luo, Marta Recasens, et al.2014 · 284 citations
  34. USR: An Unsupervised and Reference Free Evaluation Metric for Dialog GenerationShikib Mehri, Maxine Eskenazi2020 · 283 citations
  35. Large-Scale Multi-Label Text Classification on EU LegislationIlias Chalkidis, Emmanouil Fergadiotis, Prodromos Malakasiotis, et al.2019 · 283 citations
  36. Fine-grained Fact Verification with Kernel Graph Attention NetworkZhenghao Liu, Chenyan Xiong, Maosong Sun, et al.2020 · 282 citations
  37. Jointly Predicting Predicates and Arguments in Neural Semantic Role LabelingLuheng He, Kenton Lee, Omer Levy, et al.2018 · 282 citations
  38. Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity AnnotationSvetlana Kiritchenko, Saif Mohammad2017 · 282 citations
  39. Multi-Sentence Argument LinkingSeth Ebner, Patrick Xia, Ryan Culkin, et al.2020 · 281 citations
  40. QuEst - A translation quality estimation frameworkLucia Specia, Kashif Shah, Jose G.C. de Souza, et al.2013 · 281 citations
  41. AlignScore: Evaluating Factual Consistency with A Unified Alignment FunctionYuheng Zha, Yichi Yang, Ruichen Li, et al.2023 · 280 citations
  42. A Statistical Parser for CzechMichael Collins, Jan Hajic, Lance Ramshaw, et al.1999 · 280 citations
  43. Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work?Yada Pruksachatkun, Jason Phang, Haokun Liu, et al.2020 · 279 citations
  44. BAM! Born-Again Multi-Task Networks for Natural Language UnderstandingKevin Clark, Minh-Thang Luong, Urvashi Khandelwal, et al.2019 · 279 citations
  45. OpenPrompt: An Open-source Framework for Prompt-learningNing Ding, Shengding Hu, Weilin Zhao, et al.2022 · 278 citations
  46. Identifying Agreement and Disagreement in Conversational Speech: Use of Bayesian Networks to Model Pragmatic DependenciesMichel Galley, Kathleen McKeown, Julia Hirschberg, et al.2004 · 278 citations
  47. Paraphrase Identification as Probabilistic Quasi-Synchronous RecognitionDipanjan Das, Noah A. Smith2009 · 276 citations
  48. Semantic Class Learning from the Web with Hyponym Pattern Linkage GraphsZornitsa Kozareva, Ellen Riloff, Eduard Hovy2008 · 273 citations
  49. Representing Schema Structure with Graph Neural Networks for Text-to-SQL ParsingBen Bogin, Jonathan Berant, Matt Gardner2019 · 272 citations
  50. Zero-Shot Transfer Learning for Event ExtractionLifu Huang, Heng Ji, Kyunghyun Cho, et al.2018 · 272 citations
  51. Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving ModelsTongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, et al.2021 · 271 citations
  52. Simpler but More Accurate Semantic Dependency ParsingTimothy Dozat, Christopher D. Manning2018 · 271 citations
  53. WebAnno: A Flexible, Web-based and Visually Supported System for Distributed AnnotationsSeid Muhie Yimam, Iryna Gurevych, Richard Eckart de Castilho, et al.2013 · 271 citations
  54. Cross-lingual Dependency Parsing Based on Distributed RepresentationsJiang Guo, Wanxiang Che, David Yarowsky, et al.2015 · 269 citations
  55. Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsTarek Naous, Michael J. Ryan, Alan Ritter, et al.2023 · 268 citations
  56. Injecting Numerical Reasoning Skills into Language ModelsMor Geva, Ankit Gupta, Jonathan Berant2020 · 268 citations
  57. Efficient Dialogue State Tracking by Selectively Overwriting MemorySungdong Kim, Sohee Yang, Gyuwan Kim, et al.2020 · 268 citations
  58. Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What MattersBoshi Wang, Sewon Min, Xiang Deng, et al.2023 · 267 citations
  59. Handling Divergent Reference Texts when Evaluating Table-to-Text GenerationBhuwan Dhingra, Manaal Faruqui, Ankur Parikh, et al.2019 · 266 citations
  60. Weakly Supervised Learning for Hedge Classification in Scientific LiteratureBen Medlock, Ted Briscoe2007 · 266 citations
  61. Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection NetworkYutai Hou, Wanxiang Che, Yongkui Lai, et al.2020 · 265 citations
  62. Neural End-to-End Learning for Computational Argumentation MiningSteffen Eger, Johannes Daxenberger, Iryna Gurevych2017 · 263 citations
  63. Efficient, Feature-based, Conditional Random Field ParsingJenny Rose Finkel, Alex Kleeman, Christopher D. Manning2008 · 261 citations
  64. Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense KnowledgeTodor Mihaylov, Anette Frank2018 · 260 citations
  65. The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language VariantsLucas Bandarkar, Davis Liang, Benjamin Muller, et al.2023 · 259 citations
  66. Towards Debiasing Sentence RepresentationsPaul Pu Liang, Irene Mengze Li, Emily Zheng, et al.2020 · 259 citations
  67. Monotonic Infinite Lookback Attention for Simultaneous Machine TranslationNaveen Arivazhagan, Colin Cherry, Wolfgang Macherey, et al.2019 · 259 citations
  68. SenseBERT: Driving Some Sense into BERTYoav Levine, Barak Lenz, Or Dagan, et al.2020 · 258 citations
  69. Distinguish Confusing Law Articles for Legal Judgment PredictionNuo Xu, Pinghui Wang, Long Chen, et al.2020 · 258 citations
  70. How Can We Accelerate Progress Towards Human-like Linguistic Generalization?Tal Linzen2020 · 257 citations
  71. SUMBT: Slot-Utterance Matching for Universal and Scalable Belief TrackingHwaran Lee, Jinsik Lee, Tae-Yoon Kim2019 · 257 citations
  72. Automatic Text Scoring Using Neural NetworksDimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei2016 · 257 citations
  73. Contrastive Learning for Many-to-many Multilingual Neural Machine TranslationXiao Pan, Mingxuan Wang, Liwei Wu, et al.2021 · 256 citations
  74. Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and OpinionsHongjie Cai, Rui Xia, Jianfei Yu2021 · 255 citations
  75. Language to Logical Form with Neural AttentionLi Dong, Mirella Lapata2016 · 255 citations
  76. The Value of Semantic Parse Labeling for Knowledge Base Question AnsweringWen-tau Yih, Matthew Richardson, Chris Meek, et al.2016 · 254 citations
  77. CorefQA: Coreference Resolution as Query-based Span PredictionWei Wu, Fei Wang, Arianna Yuan, et al.2020 · 253 citations
  78. Societal Biases in Language Generation: Progress and ChallengesEmily Sheng, Kai-Wei Chang, Prem Natarajan, et al.2021 · 252 citations
  79. Entity-Centric Coreference Resolution with Model StackingKevin Clark, Christopher D. Manning2015 · 252 citations
  80. Forest-Based TranslationHaitao Mi, Liang Huang, Qun Liu2008 · 252 citations
  81. ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and ExplanationVijit Malik, Rishabh Sanjay, Shubham Kumar Nigam, et al.2021 · 251 citations
  82. Neural Semantic Role Labeling with Dependency Path EmbeddingsMichael Roth, Mirella Lapata2016 · 251 citations
  83. Conversations Gone Awry: Detecting Early Signs of Conversational FailureJustine Zhang, Jonathan Chang, Cristian Danescu-Niculescu-Mizil, et al.2018 · 250 citations
  84. A Linear-Time Bottom-Up Discourse Parser with Constraints and Post-EditingVanessa Wei Feng, Graeme Hirst2014 · 250 citations
  85. Joint Learning Improves Semantic Role LabelingKristina Toutanova, Aria Haghighi, Christopher Manning2005 · 250 citations
  86. Generalizing Word Lattice TranslationChristopher Dyer, Smaranda Muresan, Philip Resnik2008 · 249 citations
  87. Parameter-efficient Multi-task Fine-tuning for Transformers via Shared HypernetworksRabeeh Karimi Mahabadi, Sebastian Ruder, Mostafa Dehghani, et al.2021 · 248 citations
  88. Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsRishi Bommasani, Kelly Davis, Claire Cardie2020 · 248 citations
  89. Reasoning with Sarcasm by Reading In-BetweenYi Tay, Anh Tuan Luu, Siu Cheung Hui, et al.2018 · 247 citations
  90. Fast and Accurate Shift-Reduce Constituent ParsingMuhua Zhu, Yue Zhang, Wenliang Chen, et al.2013 · 247 citations
  91. Learning Context-Dependent Mappings from Sentences to Logical FormLuke Zettlemoyer, Michael Collins2009 · 246 citations
  92. Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERTZhiyong Wu, Yun Chen, Ben Kao, et al.2020 · 244 citations
  93. Demographic Factors Improve Classification PerformanceDirk Hovy2015 · 244 citations
  94. Training Neural Machine Translation to Apply Terminology ConstraintsGeorgiana Dinu, Prashant Mathur, Marcello Federico, et al.2019 · 242 citations
  95. EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit EditingYue Dong, Zichao Li, Mehdi Rezagholizadeh, et al.2019 · 241 citations
  96. Simplifying Lexical Simplification: Do We Need Simplified Corpora?Goran Glavaš, Sanja Štajner2015 · 241 citations
  97. Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology ReportsYuhao Zhang, Derek Merck, Emily Tsai, et al.2020 · 240 citations
  98. LaMP: When Large Language Models Meet PersonalizationAlireza Salemi, Sheshera Mysore, Michael Bendersky, et al.2024 · 239 citations
  99. Analysing Lexical Semantic Change with Contextualised Word RepresentationsMario Giulianelli, Marco Del Tredici, Raquel Fernández2020 · 239 citations
  100. RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL ParsersBailin Wang, Richard Shin, Xiaodong Liu, et al.2020 · 239 citations

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