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Hannaneh Hajishirzi — all works

107 works · page 1 of 2 · 1–100 · ← Hannaneh Hajishirzi

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  1. Self-Instruct: Aligning Language Models with Self-Generated Instructions ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYizhong Wang et al.2023 · 2,054 citations
  2. Bidirectional Attention Flow for Machine ComprehensionarXiv:1611.01603Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, et al.2016 · 1,988 citations
  3. Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?Conference on Empirical Methods in Natural Language Processing (EMNLP)Sewon Min, Xinxi Lyu, Ari Holtzman, et al.2022 · 1,444 citations
  4. FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Sewon Min, Kalpesh Krishna, Xinxi Lyu, et al.2023 · 987 citations
  5. Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph ConstructionConference on Empirical Methods in Natural Language Processing (EMNLP)Yi Luan, Luheng He, Mari Ostendorf, et al.2018 · 945 citations
  6. UNIFIEDQA: Crossing Format Boundaries with a Single QA SystemFindings of the Association for Computational LinguisticsDaniel Khashabi, Sewon Min, Tushar Khot, et al.2020 · 857 citations
  7. When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAlex Mallen et al.2023 · 843 citations
  8. Entity, Relation, and Event Extraction with Contextualized Span RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP)David Wadden, Ulme Wennberg, Yi Luan, et al.2019 · 823 citations
  9. Cross-Task Generalization via Natural Language Crowdsourcing Instructions ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSwaroop Mishra et al.2022 · 748 citations
  10. Fact or Fiction: Verifying Scientific ClaimsConference on Empirical Methods in Natural Language Processing (EMNLP)David Wadden, Shanchuan Lin, Kyle Lo, et al.2020 · 709 citations
  11. Self-RAG: Learning to Retrieve, Generate, and Critique through Self-ReflectionarXiv:2310.11511Akari Asai, Zeqiu Wu, Yizhong Wang, et al.2023 · 677 citations
  12. s1: Simple test-time scalingConference on Empirical Methods in Natural Language Processing (EMNLP)Niklas Muennighoff, Zitong Yang, Weijia Shi, et al.2025 · 608 citations
  13. ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetSachin Mehta et al.2019 · 575 citations
  14. 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
  15. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.Mova's core list · 531 citations
  16. Robust fine-tuning of zero-shot models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMitchell Wortsman et al.2022 · 519 citations
  17. Learning to Solve Arithmetic Word Problems with Verb CategorizationMohammad Javad Hosseini, Hannaneh Hajishirzi, Oren Etzioni, et al.Mova's core list · 513 citations
  18. 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
  19. MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual ContextsarXiv:2310.02255Pan Lu, Hritik Bansal, Tony Xia, et al.2023 · 468 citations
  20. MAWPS: A Math Word Problem Repository ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetRik Koncel-Kedziorski et al.2016 · 461 citations
  21. AmbigQA: Answering Ambiguous Open-domain Questions ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetSewon Min et al.2020 · 437 citations
  22. A general framework for information extraction using dynamic span graphsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yi Luan, Dave Wadden, Luheng He, et al.2019 · 431 citations
  23. OLMo: Accelerating the Science of Language Models ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetDirk Groeneveld et al.2024 · 429 citations
  24. Parsing Algebraic Word Problems into Equations ↗Transactions of the Association for Computational Linguistics · no summary yetRik Koncel-Kedziorski et al.2015 · 404 citations
  25. Editing Models with Task ArithmeticarXiv:2212.04089Gabriel Ilharco, Marco Tulio Ribeiro, Mitchell Wortsman, et al.2022 · 402 citations
  26. Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAniruddha Kembhavi et al.2017 · 360 citations
  27. Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetLuca Soldaini et al.2024 · 341 citations
  28. 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
  29. How Far Can Camels Go? Exploring the State of Instruction Tuning on Open ResourcesConference on Neural Information Processing Systems (NeurIPS)Yizhong Wang, Hamish Ivison, Pradeep Dasigi, et al.2023 · 317 citations
  30. MetaICL: Learning to Learn In Context ↗arXiv:2110.15943 · no summary yetSewon Min et al.2021 · 315 citations
  31. Multi-hop Reading Comprehension through Question Decomposition and RescoringAnnual Meeting of the Association for Computational Linguistics (ACL)Sewon Min, Victor Zhong, Luke Zettlemoyer, et al.2019 · 312 citations
  32. Text Generation from Knowledge Graphs with Graph TransformersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Rik Koncel-Kedziorski, Dhanush Bekal, Yi Luan, et al.2019 · 288 citations
  33. Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringarXiv:1911.10470Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, et al.2019 · 280 citations
  34. 2 OLMo 2 Furious ↗arXiv:2501.00656 · no summary yetTeam OLMo et al.2025 · 262 citations
  35. Noisy Channel Language Model Prompting for Few-Shot Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Sewon Min, Mike Lewis, Hannaneh Hajishirzi, et al.2021 · 243 citations
  36. Reframing Instructional Prompts to GPTk's LanguageFindings of the Association for Computational LinguisticsSwaroop Mishra, Daniel Khashabi, Chitta Baral, et al.2022 · 242 citations
  37. A Discrete Hard EM Approach for Weakly Supervised Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Sewon Min, Danqi Chen, Hannaneh Hajishirzi, et al.2019 · 237 citations
  38. Compositional Questions Do Not Necessitate Multi-hop ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Sewon Min, Eric Wallace, Sameer Singh, et al.2019 · 235 citations
  39. A Diagram Is Worth A Dozen ImagesarXiv:1603.07396Aniruddha Kembhavi, Mike Salvato, Eric Kolve, et al.2016 · 231 citations
  40. DataComp: In search of the next generation of multimodal datasets ↗arXiv:2304.14108 · no summary yetSamir Yitzhak Gadre et al.2023 · 224 citations
  41. Fine-Grained Human Feedback Gives Better Rewards for Language Model TrainingarXiv:2306.01693Zeqiu Wu, Yushi Hu, Weijia Shi, et al.2023 · 223 citations
  42. SciREX: A Challenge Dataset for Document-Level Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, et al.2020 · 220 citations
  43. Solving Geometry Problems: Combining Text and Diagram InterpretationConference on Empirical Methods in Natural Language Processing (EMNLP)Minjoon Seo, Hannaneh Hajishirzi, Ali Farhadi, et al.2015 · 220 citations
  44. Real-Time Open-Domain Question Answering with Dense-Sparse Phrase IndexAnnual Meeting of the Association for Computational Linguistics (ACL)Minjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, et al.2019 · 218 citations
  45. 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
  46. Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2arXiv:2311.10702Hamish Ivison, Yizhong Wang, Valentina Pyatkin, et al.2023 · 207 citations
  47. 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
  48. Question Answering through Transfer Learning from Large Fine-grained Supervision Data ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetSewon Min, Minjoon Seo, Hannaneh Hajishirzi2017 · 157 citations
  49. ART: Automatic multi-step reasoning and tool-use for large language models ↗arXiv:2303.09014 · no summary yetBhargavi Paranjape et al.2023 · 154 citations
  50. An Information Bottleneck Approach for Controlling Conciseness in Rationale ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Bhargavi Paranjape, Mandar Joshi, John Thickstun, et al.2020 · 140 citations
  51. Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering ↗arXiv:1911.03868 · no summary yetSewon Min et al.2019 · 133 citations
  52. Task-aware Retrieval with InstructionsFindings of the Association for Computational LinguisticsAkari Asai, Timo Schick, Patrick Lewis, et al.2023 · 132 citations
  53. Diagram Understanding in Geometry Questions ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetMin Joon Seo et al.2014 · 130 citations
  54. ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft PromptsConference on Empirical Methods in Natural Language Processing (EMNLP)Akari Asai, Mohammadreza Salehi, Matthew Peters, et al.2022 · 122 citations
  55. Logic-Guided Data Augmentation and Regularization for Consistent Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Akari Asai, Hannaneh Hajishirzi2020 · 113 citations
  56. X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetJaemin Cho et al.2020 · 112 citations
  57. Data Engineering for Scaling Language Models to 128K ContextarXiv:2402.10171Yao Fu, Rameswar Panda, Xinyao Niu, et al.2024 · 109 citations
  58. NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned ↗arXiv (Cornell University) · no summary yetSewon Min et al.2021 · 108 citations
  59. Scientific Information Extraction with Semi-supervised Neural Tagging ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetYi Luan, Mari Ostendorf, Hannaneh Hajishirzi2017 · 108 citations
  60. Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging ↗arXiv:2310.11564 · no summary yetJoel Jang et al.2023 · 102 citations
  61. Fine-grained Hallucination Detection and Editing for Language ModelsarXiv:2401.06855Abhika Mishra, Akari Asai, Vidhisha Balachandran, et al.2024 · 100 citations
  62. MedICaT: A Dataset of Medical Images, Captions, and Textual References ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetSanjay Subramanian et al.2020 · 100 citations
  63. MultiVerS: Improving scientific claim verification with weak supervision and full-document context ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetDavid Wadden et al.2022 · 98 citations
  64. Probing Across Time: What Does RoBERTa Know and When?Findings of the Association for Computational LinguisticsLeo Z. Liu, Yizhong Wang, Jungo Kasai, et al.2021 · 96 citations
  65. Prompting Contrastive Explanations for Commonsense Reasoning Tasks ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetBhargavi Paranjape et al.2021 · 96 citations
  66. CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Zeqiu Wu, Yi Luan, Hannah Rashkin, et al.2022 · 95 citations
  67. SciFact-Open: Towards open-domain scientific claim verificationFindings of the Association for Computational LinguisticsDavid Wadden, Kyle Lo, Bailey Kuehl, et al.2022 · 94 citations
  68. Joint Coreference Resolution and Named-Entity Linking with Multi-Pass SievesConference on Empirical Methods in Natural Language Processing (EMNLP)Hannaneh Hajishirzi, Leila Zilles, Daniel S. Weld, et al.2013 · 88 citations
  69. Do Membership Inference Attacks Work on Large Language Models?arXiv:2402.07841Michael Duan, Anshuman Suri, Niloofar Mireshghallah, et al.2024 · 87 citations
  70. BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual TransferConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Akari Asai, Sneha Kudugunta, Xinyan Yu, et al.2024 · 86 citations
  71. Efficient Passage Retrieval with Hashing for Open-domain Question Answering ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) · no summary yetIkuya Yamada, Akari Asai, Hannaneh Hajishirzi2021 · 85 citations
  72. 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
  73. Mixture Content Selection for Diverse Sequence 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 yetJaemin Cho, Minjoon Seo, Hannaneh Hajishirzi2019 · 79 citations
  74. NaturalProofs: Mathematical Theorem Proving in Natural Language ↗arXiv:2104.01112 · no summary yetSean Welleck et al.2021 · 76 citations
  75. CREPE: Open-Domain Question Answering with False PresuppositionsXinyan Yu, Sewon Min, Luke Zettlemoyer, et al.English · 66 citations
  76. DeLighT: Deep and Light-weight Transformer ↗arXiv (Cornell University) · no summary yetSachin Mehta et al.2020 · 64 citations
  77. Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion TokensarXiv:2401.17377Jiacheng Liu, Sewon Min, Luke Zettlemoyer, et al.2024 · 62 citations
  78. OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs ↗arXiv:2411.14199 · no summary yetAkari Asai et al.2024 · 62 citations
  79. Nonparametric Masked Language Modeling ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetSewon Min et al.2023 · 62 citations
  80. NaturalProver: Grounded Mathematical Proof Generation with Language Models ↗arXiv:2205.12910 · no summary yetSean Welleck et al.2022 · 62 citations
  81. Evidentiality-guided Generation for Knowledge-Intensive NLP TasksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Akari Asai, Matt Gardner, Hannaneh Hajishirzi2022 · 60 citations
  82. Generalizing Verifiable Instruction FollowingConference on Neural Information Processing Systems (NeurIPS)Valentina Pyatkin, Saumya Malik, Victoria Graf, et al.2025 · 59 citations
  83. Semi-Supervised Event Extraction with Paraphrase Clusters ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) · no summary yetJames Ferguson et al.2018 · 57 citations
  84. Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXinxi Lyu et al.2023 · 56 citations
  85. Spurious Rewards: Rethinking Training Signals in RLVR ↗arXiv:2506.10947 · no summary yetRulin Shao et al.2025 · 53 citations
  86. Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference FeedbackConference on Neural Information Processing Systems (NeurIPS)Hamish Ivison, Yizhong Wang, Jiacheng Liu, et al.2024 · 50 citations
  87. FaVIQ: FAct Verification from Information-seeking Questions ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJungsoo Park et al.2022 · 47 citations
  88. Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decodingarXiv:2309.15028Jiacheng Liu, Andrew Cohen, Ramakanth Pasunuru, et al.2023 · 46 citations
  89. Reliable, Adaptable, and Attributable Language Models with RetrievalarXiv:2403.03187Akari Asai, Zexuan Zhong, Danqi Chen, et al.2024 · 45 citations
  90. SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore ↗arXiv:2308.04430 · no summary yetSewon Min et al.2023 · 45 citations
  91. A Theme-Rewriting Approach for Generating Algebra Word Problems ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetRik Koncel-Kedziorski et al.2016 · 44 citations
  92. Synthesizing scientific literature with retrieval-augmented language models ↗Nature · no summary yetAkari Asai et al.2026 · 42 citations
  93. CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetTanay Dixit et al.2022 · 37 citations
  94. Probing Contextual Language Models for Common Ground with Visual RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Gabriel Ilharco, Rowan Zellers, Ali Farhadi, et al.2021 · 33 citations
  95. Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects ↗arXiv:1602.00753 · no summary yetHessam Bagherinezhad et al.2016 · 32 citations
  96. Organize the Web: Constructing Domains Enhances Pre-Training Data Curation ↗ICML 2025 · no summary yetAlexander Wettig et al.2025 · 28 citations
  97. InSCIt: Information-Seeking Conversations with Mixed-Initiative InteractionsTransactions of the Association for Computational Linguistics (TACL)Zeqiu Wu, Ryu Parish, Hao Cheng, et al.2023 · 23 citations
  98. CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetTong Chen et al.2024 · 19 citations
  99. ActionAtlas: A VideoQA Benchmark for Domain-specialized Action Recognition ↗neural information processing systems · no summary yetMohammadreza Salehi et al.2024 · 10 citations
  100. Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetChristopher Clark et al.2021 · 10 citations

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