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

1,021 works · page 7 of 11 · the most cited first · ← Annual Meeting of the Association for…

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  1. Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense DisambiguationDaniel Loureiro, Alípio Jorge2019 · 189 citations
  2. DuoRC: Towards Complex Language Understanding with Paraphrased Reading ComprehensionAmrita Saha, Rahul Aralikatte, Mitesh M. Khapra, et al.2018 · 188 citations
  3. Application-driven Statistical Paraphrase GenerationShiqi Zhao, Xiang Lan, Ting Liu, et al.2009 · 186 citations
  4. Multi-level Translation Quality Prediction with QuEst++Lucia Specia, Gustavo Paetzold, Carolina Scarton2015 · 184 citations
  5. Coreference Resolution Using Competition Learning ApproachXiaofeng Yang, Guodong Zhou, Jian Su, et al.2003 · 184 citations
  6. Soft Syntactic Constraints for Hierarchical Phrased-Based TranslationYuval Marton, Philip Resnik2008 · 183 citations
  7. Unsupervised Coreference Resolution in a Nonparametric Bayesian ModelAria Haghighi, Dan Klein2007 · 182 citations
  8. Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge GraphsHouyu Zhang, Zhenghao Liu, Chenyan Xiong, et al.2020 · 181 citations
  9. Linking and Extending an Open Multilingual WordnetFrancis Bond, Ryan Foster2013 · 181 citations
  10. On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot ReasoningOmar Shaikh, Hongxin Zhang, William Held, et al.2023 · 180 citations
  11. Glancing Transformer for Non-Autoregressive Neural Machine TranslationLihua Qian, Hao Zhou, Yu Bao, et al.2021 · 180 citations
  12. Explaining Black Box Predictions and Unveiling Data Artifacts through Influence FunctionsXiaochuang Han, Byron C. Wallace, Yulia Tsvetkov2020 · 180 citations
  13. Neural Discourse Structure for Text CategorizationYangfeng Ji, Noah A. Smith2017 · 180 citations
  14. An Algebra for Semantic Construction in Constraint-based GrammarsAnn Copestake, Alex Lascarides, Dan Flickinger2001 · 180 citations
  15. Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual EvaluationShivalika Singh, Angelika Romanou, Clémentine Fourrier, et al.2025 · 179 citations
  16. Learning To Use Formulas To Solve Simple Arithmetic ProblemsArindam Mitra, Chitta Baral2016 · 178 citations
  17. Investigating Cultural Alignment of Large Language ModelsBadr AlKhamissi, Muhammad ElNokrashy, Mai Alkhamissi, et al.2024 · 177 citations
  18. Discourse Relations and Defeasible KnowledgeAlex Lascarides, Nicholas Asher1991 · 177 citations
  19. Coreference Resolution with Entity EqualizationBen Kantor, Amir Globerson2019 · 176 citations
  20. Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic LanguagesSumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, et al.2023 · 174 citations
  21. Stance Detection in COVID-19 TweetsKyle Glandt, Sarthak Khanal, Yingjie Li, et al.2021 · 173 citations
  22. Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion AnalysisDushyant Singh Chauhan, Dhanush S R, Asif Ekbal, et al.2020 · 173 citations
  23. Controllable Paraphrase Generation with a Syntactic ExemplarMingda Chen, Qingming Tang, Sam Wiseman, et al.2019 · 173 citations
  24. Learning to Translate with Source and Target SyntaxDavid Chiang2010 · 173 citations
  25. Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional NetworkBin Liang, Chenwei Lou, Xiang Li, et al.2022 · 172 citations
  26. Linguistically debatable or just plain wrong?Barbara Plank, Dirk Hovy, Anders Søgaard2014 · 172 citations
  27. MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn DialoguesGe Bai, Jie Liu, Xingyuan Bu, et al.2024 · 171 citations
  28. Do Llamas Work in English? On the Latent Language of Multilingual TransformersChris Wendler, Veniamin Veselovsky, Giovanni Monea, et al.2024 · 170 citations
  29. It Depends: Dependency Parser Comparison Using A Web-based Evaluation ToolJinho D. Choi, Joel Tetreault, Amanda Stent2015 · 169 citations
  30. WebVoyager: Building an End-to-End Web Agent with Large Multimodal ModelsHongliang He, Wenlin Yao, Kaixin Ma, et al.2024 · 168 citations
  31. COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 PandemicArkadiy Saakyan, Tuhin Chakrabarty, Smaranda Muresan2021 · 168 citations
  32. AMR Parsing via Graph-Sequence Iterative InferenceDeng Cai, Wai Lam2020 · 168 citations
  33. Chart GenerationMartin Kay1996 · 168 citations
  34. Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive SummarizationMeng Cao, Yue Dong, Jackie Cheung2022 · 167 citations
  35. Neural Syntactic Preordering for Controlled Paraphrase GenerationTanya Goyal, Greg Durrett2020 · 167 citations
  36. Dirt Cheap Web-Scale Parallel Text from the Common CrawlJason R. Smith, Herve Saint-Amand, Magdalena Plamada, et al.2013 · 165 citations
  37. Margin-based Parallel Corpus Mining with Multilingual Sentence EmbeddingsMikel Artetxe, Holger Schwenk2019 · 164 citations
  38. Revisiting Joint Modeling of Cross-document Entity and Event Coreference ResolutionShany Barhom, Vered Shwartz, Alon Eirew, et al.2019 · 164 citations
  39. A Two-Stage Parsing Method for Text-Level Discourse AnalysisYizhong Wang, Sujian Li, Houfeng Wang2017 · 164 citations
  40. Character-based Neural Machine TranslationMarta R. Costa-jussà, José A. R. Fonollosa2016 · 164 citations
  41. AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource LanguagesAbteen Ebrahimi, Manuel Mager, Arturo Oncevay, et al.2022 · 163 citations
  42. Leveraging FrameNet to Improve Automatic Event DetectionShulin Liu, Yubo Chen, Shizhu He, et al.2016 · 163 citations
  43. Better Word Alignments with Supervised ITG ModelsAria Haghighi, John Blitzer, John DeNero, et al.2009 · 163 citations
  44. LooGLE: Can Long-Context Language Models Understand Long Contexts?Jiaqi Li, Mengmeng Wang, Zilong Zheng, et al.2023 · 162 citations
  45. Explanations for CommonsenseQA: New Dataset and ModelsShourya Aggarwal, Divyanshu Mandowara, Vishwajeet Agrawal, et al.2021 · 162 citations
  46. Learning Structured Perceptrons for Coreference Resolution with Latent Antecedents and Non-local FeaturesAnders Björkelund, Jonas Kuhn2014 · 162 citations
  47. Universal Conceptual Cognitive Annotation (UCCA)Omri Abend, Ari Rappoport2013 · 162 citations
  48. Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESuppositionPaloma Jeretic, Alex Warstadt, Suvrat Bhooshan, et al.2020 · 161 citations
  49. Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion KnowledgeBowen Zhang, Min Yang, Xutao Li, et al.2020 · 160 citations
  50. VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web TasksJing Yu Koh, Robert Lo, Lawrence Jang, et al.2024 · 156 citations
  51. LayerSkip: Enabling Early Exit Inference and Self-Speculative DecodingMostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, et al.2024 · 155 citations
  52. ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMsJustin Chen, Swarnadeep Saha, Mohit Bansal2024 · 154 citations
  53. Coreference Resolution with World KnowledgeAltaf Rahman, Vincent Ng2011 · 154 citations
  54. Graph Pre-training for AMR Parsing and GenerationXuefeng Bai, Yulong Chen, Yue Zhang2022 · 153 citations
  55. Probabilistic Disambiguation Models for Wide-Coverage HPSG ParsingYusuke Miyao, Jun'ichi Tsujii2005 · 153 citations
  56. Practical Very Large Scale CRFsThomas Lavergne, Olivier Cappé, François Yvon2010 · 152 citations
  57. Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language ModelsTianyi Tang, Wenyang Luo, Haoyang Huang, et al.2024 · 151 citations
  58. Will-They-Won't-They: A Very Large Dataset for Stance Detection on TwitterCostanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, et al.2020 · 151 citations
  59. Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical ModelsSameer Singh, Amarnag Subramanya, Fernando Pereira, et al.2011 · 151 citations
  60. Finding Hedges by Chasing Weasels: Hedge Detection Using Wikipedia Tags and Shallow Linguistic FeaturesViola Ganter, Michael Strube2009 · 151 citations
  61. The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language ModelsJunyi Li, Jie Chen, Ruiyang Ren, et al.2024 · 150 citations
  62. Adding Noun Phrase Structure to the Penn TreebankDavid Vadas, James Curran2007 · 149 citations
  63. A Machine Learning Approach to Pronoun Resolution in Spoken DialogueMichael Strube, Christoph Müller2003 · 149 citations
  64. Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative DecodingJun Zhang, Jue Wang, Huan Li, et al.2024 · 146 citations
  65. How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data CompositionGuanting Dong, Hongyi Yuan, Keming Lu, et al.2024 · 145 citations
  66. Fact-Checking Complex Claims with Program-Guided ReasoningLiangming Pan, Xiaobao Wu, Xinyuan Lu, et al.2023 · 145 citations
  67. SCOTT: Self-Consistent Chain-of-Thought DistillationPeifeng Wang, Zhengyang Wang, Zheng Li, et al.2023 · 145 citations
  68. Efficient Second-Order TreeCRF for Neural Dependency ParsingYu Zhang, Zhenghua Li, Min Zhang2020 · 145 citations
  69. SyntaxGym: An Online Platform for Targeted Evaluation of Language ModelsJon Gauthier, Jennifer Hu, Ethan Wilcox, et al.2020 · 145 citations
  70. Unified Demonstration Retriever for In-Context LearningXiaonan Li, Kai Lv, Hang Yan, et al.2023 · 144 citations
  71. Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought FrameworkRuochen Zhao, Xingxuan Li, Shafiq Joty, et al.2023 · 144 citations
  72. Adversarial Connective-exploiting Networks for Implicit Discourse Relation ClassificationLianhui Qin, Zhisong Zhang, Hai Zhao, et al.2017 · 144 citations
  73. Collective Classification for Fine-grained Information StatusKatja Markert, Yufang Hou, Michael Strube2012 · 144 citations
  74. Learning to Resolve Bridging ReferencesMassimo Poesio, Rahul Mehta, Axel Maroudas, et al.2004 · 144 citations
  75. Large-Scale QA-SRL ParsingNicholas FitzGerald, Julian Michael, Luheng He, et al.2018 · 141 citations
  76. A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text GenerationTianyu Liu, Yizhe Zhang, Chris Brockett, et al.2022 · 140 citations
  77. Diverse Demonstrations Improve In-context Compositional GeneralizationItay Levy, Ben Bogin, Jonathan Berant2023 · 139 citations
  78. Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-StepLiunian Harold Li, Jack Hessel, Youngjae Yu, et al.2023 · 139 citations
  79. On The Evaluation of Machine Translation Systems Trained With Back-TranslationSergey Edunov, Myle Ott, Marc'Aurelio Ranzato, et al.2020 · 139 citations
  80. Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated ExamplesVidur Joshi, Matthew Peters, Mark Hopkins2018 · 139 citations
  81. Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural NetworkAbhijit Mishra, Kuntal Dey, Pushpak Bhattacharyya2017 · 139 citations
  82. A computational approach to politeness with application to social factorsCristian Danescu-Niculescu-Mizil, Moritz Sudhof, Dan Jurafsky, et al.2013 · 139 citations
  83. Generating High Quality Proposition Banks for Multilingual Semantic Role LabelingAlan Akbik, Laura Chiticariu, Marina Danilevsky, et al.2015 · 138 citations
  84. A fine-grained comparison of pragmatic language understanding in humans and language modelsJennifer Hu, Sammy Floyd, Olessia Jouravlev, et al.2023 · 136 citations
  85. SummScreen: A Dataset for Abstractive Screenplay SummarizationMingda Chen, Zewei Chu, Sam Wiseman, et al.2022 · 136 citations
  86. Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative ComprehensionYing Xu, Dakuo Wang, Mo Yu, et al.2022 · 136 citations
  87. A Novel Discourse Parser Based on Support Vector Machine ClassificationDavid duVerle, Helmut Prendinger2009 · 135 citations
  88. Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language ModelsPaul Röttger, Valentin Hofmann, Valentina Pyatkin, et al.2024 · 134 citations
  89. DisSent: Learning Sentence Representations from Explicit Discourse RelationsAllen Nie, Erin Bennett, Noah Goodman2019 · 134 citations
  90. MEANT: An inexpensive, high-accuracy, semi-automatic metric for evaluating translation utility based on semantic rolesChi-kiu Lo, Dekai Wu2011 · 134 citations
  91. ReFT: Reasoning with Reinforced Fine-TuningLuong Trung, Xinbo Zhang, Zhanming Jie, et al.2024 · 131 citations
  92. Faithful Logical Reasoning via Symbolic Chain-of-ThoughtJundong Xu, Hao Fei, Liangming Pan, et al.2024 · 129 citations
  93. Analyzing Transformers in Embedding SpaceGuy Dar, Mor Geva, Ankit Gupta, et al.2023 · 129 citations
  94. Task-oriented Evaluation of Syntactic Parsers and Their RepresentationsYusuke Miyao, Rune Sætre, Kenji Sagae, et al.2008 · 129 citations
  95. Sequence Parallelism: Long Sequence Training from System PerspectiveShenggui Li, Fuzhao Xue, Chaitanya Baranwal, et al.2023 · 128 citations
  96. Enforcing Transitivity in Coreference ResolutionJenny Rose Finkel, Christopher D. Manning2008 · 128 citations
  97. Dialogue Act Tagging with Transformation-Based LearningKen Samuel, Sandra Carberry, K. Vijay-Shanker1998 · 128 citations
  98. SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware DecodingZhangchen Xu, Fengqing Jiang, Luyao Niu, et al.2024 · 126 citations
  99. Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error DetectorsLiyan Tang, Tanya Goyal, Alex Fabbri, et al.2023 · 126 citations
  100. Interpretable Neural Predictions with Differentiable Binary VariablesJasmijn Bastings, Wilker Aziz, Ivan Titov2019 · 126 citations

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