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Eunsol Choi — all works

101 works · page 1 of 2 · 1–100 · ← Eunsol Choi

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  1. TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Mandar Joshi, Eunsol Choi, Daniel Weld, et al.2017 · 3,263 citations
  2. 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
  3. 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
  4. Zero-Shot Relation Extraction via Reading ComprehensionConference on Computational Natural Language Learning (CoNLL)Omer Levy, Minjoon Seo, Eunsol Choi, et al.2017 · 806 citations
  5. TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse LanguagesTransactions of the Association for Computational Linguistics (TACL)Jonathan H. Clark, Eunsol Choi, Michael Collins, et al.2020 · 704 citations
  6. MRQA 2019 Shared Task: Evaluating Generalization in Reading ComprehensionWorkshop on Machine Reading for Question AnsweringAdam Fisch, Alon Talmor, Robin Jia, et al.2019 · 381 citations
  7. Scaling Semantic Parsers with On-the-Fly Ontology MatchingConference on Empirical Methods in Natural Language Processing (EMNLP)Tom Kwiatkowski, Eunsol Choi, Yoav Artzi, et al.2013 · 363 citations
  8. 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
  9. Coarse-to-Fine Question Answering for Long Documents ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetEunsol Choi et al.2017 · 213 citations
  10. XOR QA: Cross-lingual Open-Retrieval Question AnsweringConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Akari Asai, Jungo Kasai, Jonathan Clark, et al.2021 · 210 citations
  11. Entities as Experts: Sparse Memory Access with Entity SupervisionConference on Empirical Methods in Natural Language Processing (EMNLP)Thibault Févry, Livio Baldini Soares, Nicholas FitzGerald, et al.2020 · 208 citations
  12. Neural Metaphor Detection in ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Ge Gao, Eunsol Choi, Yejin Choi, et al.2018 · 198 citations
  13. SituatedQA: Incorporating Extra-Linguistic Contexts into QA ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetMichael Zhang, Eunsol Choi2021 · 178 citations
  14. Decontextualization: Making Sentences Stand-AloneTransactions of the Association for Computational Linguistics (TACL)Eunsol Choi, Jennimaria Palomaki, Matthew Lamm, et al.2021 · 137 citations
  15. A Critical Evaluation of Evaluations for Long-form Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Fangyuan Xu, Yixiao Song, Mohit Iyyer, et al.2023 · 117 citations
  16. RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective AugmentationarXiv:2310.04408Fangyuan Xu, Weijia Shi, Eunsol Choi2023 · 115 citations
  17. NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned ↗arXiv (Cornell University) · no summary yetSewon Min et al.2021 · 108 citations
  18. Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting EvidenceConference on Empirical Methods in Natural Language Processing (EMNLP)Hung-Ting Chen, Michael Zhang, Eunsol Choi2022 · 105 citations
  19. FlowQA: Grasping Flow in History for Conversational Machine Comprehension ↗arXiv (Cornell University) · no summary yetHsin-Yuan Huang, Eunsol Choi, Wen-tau Yih2018 · 98 citations
  20. QED: A Framework and Dataset for Explanations in Question AnsweringTransactions of the Association for Computational Linguistics (TACL)Matthew Lamm, Jennimaria Palomaki, Chris Alberti, et al.2021 · 91 citations
  21. Complex Claim Verification with Evidence Retrieved in the WildConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jifan Chen, Grace Kim, Aniruddh Sriram, et al.2024 · 86 citations
  22. CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge ↗arXiv (Cornell University) · no summary yetYasumasa Onoe et al.2021 · 86 citations
  23. Can NLI Models Verify QA Systems' Predictions? ↗Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yetJifan Chen, Eunsol Choi, Greg Durrett2021 · 84 citations
  24. Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYasumasa Onoe et al.2023 · 76 citations
  25. Entity Cloze By Date: What LMs Know About Unseen EntitiesFindings of the Association for Computational LinguisticsYasumasa Onoe, Michael Zhang, Eunsol Choi, et al.2022 · 71 citations
  26. pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetMandar Joshi et al.2019 · 66 citations
  27. Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval ↗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 yetAkari Asai, Eunsol Choi2021 · 61 citations
  28. Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs ↗arXiv:2311.09469 · no summary yetMichael J. Q. Zhang, Eunsol Choi2023 · 57 citations
  29. Knowing More About Questions Can Help: Improving Calibration in Question Answering ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetShujian Zhang, Chengyue Gong, Eunsol Choi2021 · 57 citations
  30. Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetAnuj Diwan et al.2022 · 52 citations
  31. Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlines ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSaadia Gabriel et al.2022 · 52 citations
  32. Learning with Different Amounts of Annotation: From Zero to Many Labels ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetShujian Zhang, Chengyue Gong, Eunsol Choi2021 · 45 citations
  33. Generating Literal and Implied Subquestions to Fact-check Complex Claims ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetJifan Chen et al.2022 · 42 citations
  34. Document-level Sentiment Inference with Social, Faction, and Discourse Context ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetEunsol Choi et al.2016 · 41 citations
  35. Scalable Semantic Parsing with Partial Ontologies ↗Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetEunsol Choi, Tom Kwiatkowski, Luke Zettlemoyer2015 · 41 citations
  36. Hedge Detection as a Lens on Framing in the GMO Debates: A Position PaperWorkshop on Extra-Propositional Aspects of Meaning in Computational LinguisticsEunsol Choi, Chenhao Tan, Lillian Lee, et al.2012 · 39 citations
  37. Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetXinyan Yu et al.2022 · 34 citations
  38. TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse LanguagesFindings of the Association for Computational LinguisticsAnirudh Srinivasan, Eunsol Choi2022 · 29 citations
  39. CaLMQA: Exploring culturally specific long-form question answering across 23 languagesAnnual Meeting of the Association for Computational Linguistics (ACL)Shane Arora, Marzena Karpinska, Hung-Ting Chen, et al.2025 · 27 citations
  40. How Do We Answer Complex Questions: Discourse Structure of Long-form Answers ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetFangyuan Xu, Junyi Jessy Li, Eunsol Choi2022 · 26 citations
  41. Understanding Retrieval Augmentation for Long-Form Question AnsweringarXiv:2310.12150Hung-Ting Chen, Fangyuan Xu, Shane Arora, et al.2023 · 24 citations
  42. Propagating Knowledge Updates to LMs Through Distillation ↗arXiv:2306.09306 · no summary yetShankar Padmanabhan et al.2023 · 24 citations
  43. Mitigating Temporal Misalignment by Discarding Outdated Facts ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetMichael Zhang, Eunsol Choi2023 · 18 citations
  44. KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetFangyuan Xu et al.2024 · 17 citations
  45. Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions ↗arXiv (Cornell University) · no summary yetMichael J. Q. Zhang, W. Bradley Knox, Eunsol Choi2024 · 17 citations
  46. MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages ↗Proceedings of the Workshop on Multilingual Information Access (MIA) · no summary yetAkari Asai et al.2022 · 17 citations
  47. Simulating Bandit Learning from User Feedback for Extractive Question Answering ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetGe Gao, Eunsol Choi, Yoav Artzi2022 · 17 citations
  48. Improving LLM-as-a-Judge Inference with the Judgment Distribution ↗Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yetVictor Wang, Michael JQ Zhang, Eunsol Choi2025 · 16 citations
  49. Aligning Data with the Goals of an Organization and Its Workers: Designing Data Labeling for Social Service Case Notes ↗CHI Conference on Human Factors in Computing Systems · no summary yetApoorva Gondimalla et al.2024 · 16 citations
  50. Diverging Preferences: When do Annotators Disagree and do Models Know? ↗arXiv (Cornell University) · no summary yetMichael JQ Zhang et al.2024 · 16 citations
  51. No Permanent Friends or Enemies: Tracking Relationships between Nations from News ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetXiaochuang Han, Eunsol Choi, Chenhao Tan2019 · 16 citations
  52. CodeUpdateArena: Benchmarking Knowledge Editing on API Updates ↗arXiv (Cornell University) · no summary yetZeyu Leo Liu et al.2024 · 15 citations
  53. Continually Improving Extractive QA via Human Feedback ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetGe Gao et al.2023 · 15 citations
  54. Concise Answers to Complex Questions: Summarization of Long-form Answers ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAbhilash Potluri, Fangyuan Xu, Eunsol Choi2023 · 14 citations
  55. Crafting In-context Examples according to LMs' Parametric Knowledge ↗Findings of the Association for Computational Linguistics: NAACL 2024 · no summary yetYoonsang Lee et al.2024 · 13 citations
  56. Understanding Postpartum Parents' Experiences via Two Digital Platforms ↗Proceedings of the ACM on Human-Computer Interaction · no summary yetXuewen Yao et al.2023 · 13 citations
  57. From Distributional to Overton Pluralism: Investigating Large Language Model Alignment ↗Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetThom Lake, Eunsol Choi, Greg Durrett2025 · 12 citations
  58. Modeling Exemplification in Long-form Question Answering via Retrieval ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetShufan Wang et al.2022 · 12 citations
  59. Hierarchical Question Answering for Long Documents ↗arXiv (Cornell University) · no summary yetEunsol Choi et al.2016 · 12 citations
  60. AmbigDocs: Reasoning across Documents on Different Entities under the Same Name ↗arXiv (Cornell University) · no summary yetYoonsang Lee, Xi Ye, Eunsol Choi2024 · 11 citations
  61. Scaling Rich Style-Prompted Text-to-Speech Datasets ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yetAnuj Diwan et al.2025 · 10 citations
  62. Development and Evaluation of Three Chatbots for Postpartum Mood and Anxiety Disorders ↗arXiv (Cornell University) · no summary yetXuewen Yao et al.2023 · 10 citations
  63. Capturing Label Distribution: A Case Study in NLI ↗arXiv (Cornell University) · no summary yetShujian Zhang, Chengyue Gong, Eunsol Choi2021 · 9 citations
  64. User Feedback in Human-LLM Dialogues: A Lens to Understand Users But Noisy as a Learning Signal ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yetYuhan Liu, Michael JQ Zhang, Eunsol Choi2025 · 7 citations
  65. Learning to Reason Across Parallel Samples for LLM Reasoning ↗arXiv (Cornell University) · no summary yetJianing Qi et al.2025 · 7 citations
  66. BAT: Learning to Reason about Spatial Sounds with Large Language Models ↗arXiv (Cornell University) · no summary yetZhisheng Zheng et al.2024 · 7 citations
  67. Continual Learning for On-Device Speech Recognition Using Disentangled Conformers ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetAnuj Diwan et al.2023 · 7 citations
  68. longhorns at DADC 2022: How many linguists does it take to fool a Question Answering model? A systematic approach to adversarial attacks. ↗Proceedings of the First Workshop on Dynamic Adversarial Data Collection · no summary yetVenelin Kovatchev et al.2022 · 6 citations
  69. RefreshKV: Updating Small KV Cache During Long-form Generation ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetFangyuan Xu, Tanya Goyal, Eunsol Choi2025 · 5 citations
  70. Contrastive Learning to Improve Retrieval for Real-World Fact Checking ↗Proceedings of the Seventh Fact Extraction and VERification Workshop (FEVER) · no summary yetAniruddh Sriram et al.2024 · 4 citations
  71. DiffQG: Generating Questions to Summarize Factual Changes ↗Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics · no summary yetJeremy R. Cole et al.2023 · 4 citations
  72. Extracting Structured Scholarly Information from the Machine Translation Literature ↗Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16) · no summary yetEunsol Choi et al.2016 · 4 citations
  73. Future of Information Retrieval Research in the Age of Generative AI ↗arXiv (Cornell University) · no summary yetJames Allan et al.2024 · 3 citations
  74. Textless Speech-to-Speech Translation With Limited Parallel Data ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetAnuj Diwan et al.2024 · 3 citations
  75. Quantifying Train-Evaluation Overlap with Nearest Neighbors ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetGauri Kambhatla, Thuy Nguyen, Eunsol Choi2023 · 3 citations
  76. BenchMarker: An Education-Inspired Toolkit for Highlighting Flaws in Multiple-Choice Benchmarks ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetNishant Balepur et al.2026 · 2 citations
  77. Language Models Don't Know What You Want: Evaluating Personalization in Deep Research Needs Real Users ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetNishant Balepur et al.2026 · 2 citations
  78. Open-World Evaluation for Retrieving Diverse Perspectives ↗Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetHung-Ting Chen, Eunsol Choi2025 · 2 citations
  79. DiffAdapt: Difficulty-Adaptive Reasoning for Token-Efficient LLM Inference ↗arXiv (Cornell University) · no summary yetXiang Liu et al.2025 · 2 citations
  80. When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetAnuj Diwan, Eunsol Choi, David Harwath2023 · 2 citations
  81. DRACULA: Hunting for the Actions Users Want Deep Research Agents to Execute ↗arXiv (Cornell University) · no summary yetNishant Balepur et al.2026 · 1 citation
  82. Are Dilemmas and Conflicts in LLM Alignment Solvable? A View from Priority Graph ↗arXiv (Cornell University) · no summary yetZhenheng Tang et al.2026 · 1 citation
  83. RARe: Retrieval Augmented Retrieval with In-Context Examples ↗arXiv (Cornell University) · no summary yetAtula Tejaswi et al.2024 · 1 citation
  84. Learning to Reject with a Fixed Predictor: Application to Decontextualization ↗arXiv (Cornell University) · no summary yetChristopher Mohri et al.2023 · 1 citation
  85. Misinfo Belief Frames: A Case Study on Covid & Climate News. ↗arXiv (Cornell University) · no summary yetSaadia Gabriel et al.2021 · 1 citation
  86. Truth of Varying Shades: On Political Fact-Checking and Fake News ↗Empirical Methods in Natural Language Processing · no summary yetHannah Rashkin et al.2017 · 1 citation
  87. Check The Scoreboard: An Analysis of Scoring Schemes on Multiple-Choice Evaluation ↗arXiv (Cornell University) · no summary yetNishant Balepur et al.2026
  88. (Im)Paired Programming: Coding Agents Improve Productivity but Harm Understanding ↗arXiv (Cornell University) · no summary yetNishant Balepur et al.2026
  89. VibeJam: A User Study Platform for Web Development with Agents ↗arXiv (Cornell University) · no summary yetNishant Balepur et al.2026
  90. ParaSpeechCLAP: A Dual-Encoder Speech-Text Model for Rich Stylistic Language-Audio Pretraining ↗arXiv (Cornell University) · no summary yetAnuj Diwan, Eunsol Choi, David F. Harwath2026
  91. Making LLMs Say What They Think: Measuring and Improving CoT-Interpretability Alignment ↗arXiv (Cornell University) · no summary yetYihuai Hong et al.2026
  92. No Single Best Model for Diversity: Learning a Router for Sample Diversity ↗arXiv (Cornell University) · no summary yetYuhan Liu et al.2026
  93. Identifying Crucial Attention Heads for Multilingual Language Models: Retrieval and Retrieval-Transition Heads ↗arXiv:2602.22453 · no summary yetShaswat Patel et al.2026
  94. RVR: Retrieve-Verify-Retrieve for Comprehensive Question Answering ↗arXiv (Cornell University) · no summary yetDeniz Qian, Hung-Ting Chen, Eunsol Choi2026
  95. Failing to Falsify: Evaluating and Mitigating Confirmation Bias in Language Models ↗arXiv (Cornell University) · no summary yetJhaveri, Ayush Rajesh et al.2026
  96. Training Continuous Chain of Thought Models: A Tale of Two Regimes ↗arXiv (Cornell University) · no summary yetYerram Varun, He He, Eunsol Choi2026
  97. DP-RFT: Learning to Generate Synthetic Text via Differentially Private Reinforcement Fine-Tuning ↗arXiv (Cornell University) · no summary yetFangyuan Xu et al.2026
  98. SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback ↗Findings of the Association for Computational Linguistics: EACL 2026 · no summary yetFangyuan Xu et al.2026
  99. PropMEND: Hypernetworks for Knowledge Propagation in LLMs ↗arXiv (Cornell University) · no summary yetZeyu Leo Liu, Greg Durrett, Eunsol Choi2025
  100. Rhapsody: A Dataset for Highlight Detection in Podcasts ↗arXiv (Cornell University) · no summary yetY.T. Park et al.2025

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