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Yejin Choi — all works

163 works · page 1 of 2 · 1–100 · ← Yejin Choi

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  1. The Curious Case of Neural Text DegenerationarXiv:1904.09751Ari Holtzman, Jan Buys, Li Du, et al.2019 · 2,660 citations
  2. HellaSwag: Can a Machine Really Finish Your Sentence? ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetRowan Zellers et al.2019 · 2,580 citations
  3. WinoGrande: An Adversarial Winograd Schema Challenge at Scale ↗arXiv:1907.10641 · no summary yetKeisuke Sakaguchi et al.2019 · 1,913 citations
  4. Oscar: Object-Semantics Aligned Pre-training for Vision-Language TasksLecture notes in computer scienceXiujun Li, Xi Yin, Chunyuan Li, et al.2020 · 1,877 citations
  5. CLIPScore: A Reference-free Evaluation Metric for Image CaptioningConference on Empirical Methods in Natural Language Processing (EMNLP)Jack Hessel, Ari Holtzman, Maxwell Forbes, et al.2021 · 1,550 citations
  6. RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language ModelsFindings of the Association for Computational LinguisticsSamuel Gehman, Suchin Gururangan, Maarten Sap, et al.2020 · 1,306 citations
  7. COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAnnual Meeting of the Association for Computational Linguistics (ACL)Antoine Bosselut, Hannah Rashkin, Maarten Sap, et al.2019 · 1,294 citations
  8. PIQA: Reasoning about Physical Commonsense in Natural LanguageProceedings of the AAAI Conference on Artificial IntelligenceYonatan Bisk, Rowan Zellers, Ronan Le Bras, et al.2019 · 1,264 citations
  9. The Risk of Racial Bias in Hate Speech DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Maarten Sap, Dallas Card, Saadia Gabriel, et al.2019 · 1,164 citations
  10. Neural Motifs: Scene Graph Parsing with Global Context ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRowan Zellers et al.2018 · 1,096 citations
  11. Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-CheckingConference on Empirical Methods in Natural Language Processing (EMNLP)Hannah Rashkin, Eunsol Choi, Jin Yea Jang, et al.2017 · 1,074 citations
  12. QuAC: Question Answering in ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Eunsol Choi, He He, Mohit Iyyer, et al.2018 · 1,066 citations
  13. SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetRowan Zellers et al.2018 · 1,058 citations
  14. From Recognition to Cognition: Visual Commonsense Reasoning ↗arXiv:1811.10830 · no summary yetRowan Zellers et al.2018 · 1,000 citations
  15. Social IQa: Commonsense Reasoning about Social Interactions ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetMaarten Sap et al.2019 · 883 citations
  16. Finding Deceptive Opinion Spam by Any Stretch of the ImaginationAnnual Meeting of the Association for Computational Linguistics (ACL)Myle Ott, Yejin Choi, Claire Cardie, et al.2011 · 813 citations
  17. 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 · 684 citations
  18. Cosmos QA: Machine Reading Comprehension with Contextual Commonsense ReasoningLifu Huang, Ronan Le Bras, Chandra Bhagavatula, et al.English · 544 citations
  19. Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetSwabha Swayamdipta et al.2020 · 535 citations
  20. MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based FormalismsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Aida Amini, Saadia Gabriel, Shanchuan Lin, et al.2019 · 507 citations
  21. Defending Against Neural Fake NewsarXiv:1905.12616Rowan Zellers, Ari Holtzman, Hannah Rashkin, et al.2019 · 478 citations
  22. Deep Communicating Agents for Abstractive SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, et al.2018 · 440 citations
  23. Identifying Sources of Opinions with Conditional Random Fields and Extraction PatternsHuman Language Technology Conference (HLT)Yejin Choi, Claire Cardie, Ellen Riloff, et al.2005 · 438 citations
  24. CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetBill Yuchen Lin et al.2020 · 437 citations
  25. Neural AMR: Sequence-to-Sequence Models for Parsing and GenerationIoannis Konstas, Srinivasan Iyer, Mark Yatskar, et al.Machine translation · 425 citations
  26. DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-ExpertsAnnual Meeting of the Association for Computational Linguistics (ACL)Alisa Liu, Maarten Sap, Ximing Lu, et al.2021 · 409 citations
  27. Learning with Compositional Semantics as Structural Inference for Subsentential Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP)Yejin Choi, Claire Cardie2008 · 403 citations
  28. Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language DetectionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Maarten Sap, Swabha Swayamdipta, Laura Vianna, et al.2022 · 367 citations
  29. Symbolic Knowledge Distillation: from General Language Models to Commonsense ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Peter West, Chandra Bhagavatula, Jack Hessel, et al.2022 · 349 citations
  30. DREAM: A Challenge Data Set and Models for Dialogue-Based Reading ComprehensionTransactions of the Association for Computational Linguistics (TACL)Kai Sun, Dian Yu, Jianshu Chen, et al.2019 · 334 citations
  31. Generated Knowledge Prompting for Commonsense Reasoning ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJiacheng Liu et al.2022 · 329 citations
  32. Social Chemistry 101: Learning to Reason about Social and Moral Norms ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetMaxwell Forbes et al.2020 · 322 citations
  33. Unsupervised Commonsense Question Answering with Self-Talk ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetVered Shwartz et al.2020 · 322 citations
  34. WANLI: Worker and AI Collaboration for Natural Language Inference Dataset CreationarXiv:2201.05955Alisa Liu, Swabha Swayamdipta, Noah A. Smith, et al.2022 · 317 citations
  35. Ultra-Fine Entity Typing ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetEunsol Choi et al.2018 · 310 citations
  36. Abductive Commonsense ReasoningChandra Bhagavatula, Ronan Le Bras, Chaitanya Malaviya, et al.English · 309 citations
  37. Globally Coherent Text Generation with Neural Checklist ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Chloé Kiddon, Luke Zettlemoyer, Yejin Choi2016 · 304 citations
  38. Learning to Write with Cooperative DiscriminatorsAnnual Meeting of the Association for Computational Linguistics (ACL)Ari Holtzman, Jan Buys, Maxwell Forbes, et al.2018 · 303 citations
  39. TreeTalk: Composition and Compression of Trees for Image DescriptionsTransactions of the Association for Computational Linguistics (TACL)Polina Kuznetsova, Vicente Ordonez, Tamara L. Berg, et al.2014 · 290 citations
  40. Surface Form Competition: Why the Highest Probability Answer Isn't Always RightConference on Empirical Methods in Natural Language Processing (EMNLP)Ari Holtzman, Peter West, Vered Shwartz, et al.2021 · 277 citations
  41. Event2Mind: Commonsense Inference on Events, Intents, and Reactions ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHannah Rashkin et al.2018 · 270 citations
  42. SocialIQA: Commonsense Reasoning about Social InteractionsarXiv:1904.09728Maarten Sap, Hannah Rashkin, Derek Chen, et al.2019 · 259 citations
  43. MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence FrontiersarXiv:2102.01454Krishna Pillutla, Swabha Swayamdipta, Rowan Zellers, et al.2021 · 251 citations
  44. Reframing Instructional Prompts to GPTk's LanguageFindings of the Association for Computational LinguisticsSwaroop Mishra, Daniel Khashabi, Chitta Baral, et al.2022 · 242 citations
  45. WildChat: 1M ChatGPT Interaction Logs in the WildarXiv:2405.01470Wenting Zhao, Xiang Ren, Jack Hessel, et al.2024 · 239 citations
  46. COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge GraphsJena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, et al.Mova's core list · 239 citations
  47. Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetMaarten Sap et al.2022 · 238 citations
  48. Maieutic Prompting: Logically Consistent Reasoning with Recursive ExplanationsConference on Empirical Methods in Natural Language Processing (EMNLP)Jaehun Jung, Lianhui Qin, Sean Welleck, et al.2022 · 219 citations
  49. PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetHannah Rashkin et al.2020 · 207 citations
  50. SODA: Million-scale Dialogue Distillation with Social Commonsense ContextualizationConference on Empirical Methods in Natural Language Processing (EMNLP)Hyunwoo Kim, Jack Hessel, Liwei Jiang, et al.2023 · 202 citations
  51. Generative Data Augmentation for Commonsense ReasoningFindings of the Association for Computational LinguisticsYiben Yang, Chaitanya Malaviya, Jared Fernandez, et al.2020 · 198 citations
  52. Neural Metaphor Detection in ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Ge Gao, Eunsol Choi, Yejin Choi, et al.2018 · 198 citations
  53. Challenges in Automated Debiasing for Toxic Language DetectionConference of the European Chapter of the Association for Computational Linguistics (EACL)Xuhui Zhou, Maarten Sap, Swabha Swayamdipta, et al.2021 · 191 citations
  54. Generating Topical Poetry ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetMarjan Ghazvininejad et al.2016 · 191 citations
  55. Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetDenis Emelin et al.2021 · 188 citations
  56. Counterfactual Story Reasoning and Generation ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetLianhui Qin et al.2019 · 187 citations
  57. RealTime QA: What's the Answer Right Now?Conference on Neural Information Processing Systems (NeurIPS)Jungo Kasai, Keisuke Sakaguchi, Yoichi Takahashi, et al.2022 · 181 citations
  58. The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task ↗Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017) · no summary yetRoy Schwartz et al.2017 · 175 citations
  59. Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy OptimizationarXiv:2210.01241Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kiante Brantley, et al.2022 · 174 citations
  60. Generating Sequences by Learning to Self-CorrectarXiv:2211.00053Sean Welleck, Ximing Lu, Peter West, et al.2022 · 172 citations
  61. Quark: Controllable Text Generation with Reinforced UnlearningConference on Neural Information Processing Systems (NeurIPS)Ximing Lu, Sean Welleck, Jack Hessel, et al.2022 · 170 citations
  62. WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMsConference on Neural Information Processing Systems (NeurIPS)Seungju Han, Kavel Rao, Allyson Ettinger, et al.2024 · 165 citations
  63. Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine TextAnnual Meeting of the Association for Computational Linguistics (ACL)Yao Dou, Maxwell Forbes, Rik Koncel-Kedziorski, et al.2022 · 152 citations
  64. ProsocialDialog: A Prosocial Backbone for Conversational AgentsConference on Empirical Methods in Natural Language Processing (EMNLP)Hyunwoo Kim, Youngjae Yu, Liwei Jiang, et al.2022 · 152 citations
  65. The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context LearningarXiv:2312.01552Bill Yuchen Lin, Abhilasha Ravichander, Ximing Lu, et al.2023 · 150 citations
  66. Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with NothingarXiv:2406.08464Zhangchen Xu, Fengqing Jiang, Luyao Niu, et al.2024 · 148 citations
  67. Modeling Naive Psychology of Characters in Simple Commonsense Stories ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHannah Rashkin et al.2018 · 144 citations
  68. Dynamic Entity Representations in Neural Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Yangfeng Ji, Chenhao Tan, Sebastian Martschat, et al.2017 · 144 citations
  69. A Roadmap to Pluralistic AlignmentarXiv:2402.05070Taylor Sorensen, Jared Moore, Jillian Fisher, et al.2024 · 143 citations
  70. Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-StepAnnual Meeting of the Association for Computational Linguistics (ACL)Liunian Harold Li, Jack Hessel, Youngjae Yu, et al.2023 · 140 citations
  71. NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead HeuristicsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ximing Lu, Sean Welleck, Peter West, et al.2022 · 140 citations
  72. Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetLianhui Qin et al.2019 · 138 citations
  73. Thinking Like a Skeptic: Defeasible Inference in Natural Language ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetRachel Rudinger et al.2020 · 137 citations
  74. Connotation Frames of Power and Agency in Modern Films ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetMaarten Sap et al.2017 · 135 citations
  75. Mise en Place: Unsupervised Interpretation of Instructional Recipes ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetChloé Kiddon et al.2015 · 135 citations
  76. GO FIGURE: A Meta Evaluation of Factuality in SummarizationFindings of the Association for Computational LinguisticsSaadia Gabriel, Asli Celikyilmaz, Rahul Jha, et al.2021 · 130 citations
  77. Connotation Frames: A Data-Driven Investigation ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHannah Rashkin, Sameer Singh, Yejin Choi2016 · 124 citations
  78. Verb Physics: Relative Physical Knowledge of Actions and Objects ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMaxwell Forbes, Yejin Choi2017 · 121 citations
  79. Commonsense Reasoning for Natural Language Processing ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts · no summary yetMaarten Sap et al.2020 · 118 citations
  80. Contrastive Explanations for Model Interpretability ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetAlon Jacovi et al.2021 · 116 citations
  81. Robust Navigation with Language Pretraining and Stochastic Sampling ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetXiujun Li et al.2019 · 116 citations
  82. Do Androids Laugh at Electric Sheep? Humor “Understanding” Benchmarks from The New Yorker Caption ContestAnnual Meeting of the Association for Computational Linguistics (ACL)Jack Hessel, Ana Marasovic, Jena D. Hwang, et al.2023 · 112 citations
  83. Reframing Human-AI Collaboration for Generating Free-Text Explanations ↗arXiv:2112.08674 · no summary yetSarah Wiegreffe et al.2021 · 111 citations
  84. Discourse-Aware Neural Rewards for Coherent Text Generation ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yetAntoine Bosselut et al.2018 · 111 citations
  85. SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive TasksConference on Neural Information Processing Systems (NeurIPS)Bill Yuchen Lin, Yicheng Fu, Karina Yang, et al.2023 · 110 citations
  86. We're Afraid Language Models Aren't Modeling AmbiguityConference on Empirical Methods in Natural Language Processing (EMNLP)Alisa Liu, Zhaofeng Wu, Julian Michael, et al.2023 · 110 citations
  87. NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic ConstraintsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ximing Lu, Peter West, Rowan Zellers, et al.2021 · 110 citations
  88. Event Detection and Factuality Assessment with Non-Expert Supervision ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetKenton Lee et al.2015 · 107 citations
  89. PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetXinyao Ma et al.2020 · 106 citations
  90. WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the WildarXiv:2406.04770Bill Yuchen Lin, Yuntian Deng, Khyathi Chandu, et al.2024 · 105 citations
  91. Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging ↗arXiv:2310.11564 · no summary yetJoel Jang et al.2023 · 102 citations
  92. Simulating Action Dynamics with Neural Process Networks ↗arXiv:1711.05313 · no summary yetAntoine Bosselut et al.2017 · 102 citations
  93. CommonsenseQA 2.0: Exposing the Limits of AI through Gamification ↗arXiv:2201.05320 · no summary yetAlon Talmor et al.2022 · 94 citations
  94. WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language ModelsConference on Neural Information Processing Systems (NeurIPS)Liwei Jiang, Kavel Rao, Seungju Han, et al.2024 · 92 citations
  95. It's not Rocket Science: Interpreting Figurative Language in NarrativesTransactions of the Association for Computational Linguistics (TACL)Tuhin Chakrabarty, Yejin Choi, Vered Shwartz2022 · 91 citations
  96. Do Membership Inference Attacks Work on Large Language Models?arXiv:2402.07841Michael Duan, Anshuman Suri, Niloofar Mireshghallah, et al.2024 · 87 citations
  97. Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Lianhui Qin, Vered Shwartz, Peter West, et al.2020 · 86 citations
  98. TIMEDIAL: Temporal Commonsense Reasoning in Dialog ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetLianhui Qin et al.2021 · 85 citations
  99. Rainier: Reinforced Knowledge Introspector for Commonsense Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Jiacheng Liu, Skyler Hallinan, Ximing Lu, et al.2022 · 82 citations
  100. Tuning Language Models by Proxy ↗arXiv:2401.08565 · no summary yetAlisa Liu et al.2024 · 79 citations

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