🎓 Works of University of Washington

206 works · page 1 of 3 · the most cited first · ← University of Washington

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1. SciPy 1.0 — Fundamental Algorithms for Scientific Computing in PythonPauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al.2019 · 38,317 citations
2. BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and ComprehensionMike Lewis, Yinhan Liu, Naman Goyal, et al.2020 · 12,752 citations
3. A Unified Approach to Interpreting Model PredictionsScott Lundberg, Su-In Lee2017 · 8,086 citations
4. GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language UnderstandingAlex Wang, Amanpreet Singh, Julian Michael, et al.2018 · 7,141 citations
5. Dense Passage Retrieval for Open-Domain Question AnsweringVladimir Karpukhin, Barlas Oguz, Sewon Min, et al.2020 · 5,370 citations
6. TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionMandar Joshi, Eunsol Choi, Daniel Weld, et al.2017 · 3,204 citations
7. SpanBERT: Improving Pre-training by Representing and Predicting SpansMandar Joshi, Danqi Chen, Yinhan Liu, et al.2019 · 2,580 citations
8. SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding SystemsAlex Wang, Yada Pruksachatkun, Nikita Nangia, et al.2019 · 2,187 citations
9. Extracting Product Features and Opinions from ReviewsAna-Maria Popescu, Oren Etzioni2005 · 1,904 citations
10. Oscar: Object-Semantics Aligned Pre-training for Vision-Language TasksXiujun Li, Xi Yin, Chunyuan Li, et al.2020 · 1,827 citations
11. CLIPScore: A Reference-free Evaluation Metric for Image CaptioningJack Hessel, Ari Holtzman, Maxwell Forbes, et al.2021 · 1,498 citations
12. Open Information Extraction from the WebMichele Banko, Michael J. Cafarella, Stephen Soderland, et al.2007 · 1,459 citations
13. Named Entity Recognition in Tweets: An Experimental StudyAlan Ritter, Sam Clark, Mausam, et al.2011 · 1,451 citations
14. Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational SpeechAndreas Stolcke, Klaus Ries, Noah Coccaro, et al.2000 · 1,447 citations
15. Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?Sewon Min, Xinxi Lyu, Ari Holtzman, et al.2022 · 1,423 citations
16. Climbing towards NLU: On Meaning, Form, and Understanding in the Age of DataEmily M. Bender, Alexander Koller2020 · 1,371 citations
17. TVM: An Automated End-to-End Optimizing Compiler for Deep LearningTianqi Chen, Thierry Moreau, Ziheng Jiang, et al.2018 · 1,371 citations
18. COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAntoine Bosselut, Hannah Rashkin, Maarten Sap, et al.2019 · 1,282 citations
19. RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language ModelsSamuel Gehman, Suchin Gururangan, Maarten Sap, et al.2020 · 1,277 citations
20. End-to-end Neural Coreference ResolutionKenton Lee, Luheng He, Mike Lewis, et al.2017 · 1,277 citations
21. PIQA: Reasoning about Physical Commonsense in Natural LanguageYonatan Bisk, Rowan Zellers, Ronan Le Bras, et al.2019 · 1,218 citations
22. "Why Should I Trust You?": Explaining the Predictions of Any ClassifierMarco Tulio Ribeiro, Sameer Singh, Carlos Guestrin2016 · 1,148 citations
23. The Risk of Racial Bias in Hate Speech DetectionMaarten Sap, Dallas Card, Saadia Gabriel, et al.2019 · 1,148 citations
24. SemEval-2016 Task 4: Sentiment Analysis in TwitterPreslav Nakov, Alan Ritter, Sara Rosenthal, et al.2016 · 1,081 citations
25. Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-CheckingHannah Rashkin, Eunsol Choi, Jin Yea Jang, et al.2017 · 1,072 citations
26. QuAC: Question Answering in ContextEunsol Choi, He He, Mohit Iyyer, et al.2018 · 1,057 citations
27. Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level ConstraintsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2017 · 1,030 citations
28. Linguistic Knowledge and Transferability of Contextual RepresentationsNelson F. Liu, Matt Gardner, Yonatan Belinkov, et al.2019 · 1,011 citations
29. FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text GenerationSewon Min, Kalpesh Krishna, Xinxi Lyu, et al.2023 · 970 citations
30. Adversarial Example Generation with Syntactically Controlled Paraphrase NetworksMohit Iyyer, John Wieting, Kevin Gimpel, et al.2018 · 936 citations
31. Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph ConstructionYi Luan, Luheng He, Mari Ostendorf, et al.2018 · 933 citations
32. Using the Output Embedding to Improve Language ModelsOfir Press, Lior Wolf2017 · 891 citations
33. Is Attention Interpretable?Sofia Serrano, Noah A. Smith2019 · 885 citations
34. UNIFIEDQA: Crossing Format Boundaries with a Single QA SystemDaniel Khashabi, Sewon Min, Tushar Khot, et al.2020 · 843 citations
35. Entity, Relation, and Event Extraction with Contextualized Span RepresentationsDavid Wadden, Ulme Wennberg, Yi Luan, et al.2019 · 818 citations
36. Domain Adaptation via Pseudo In-Domain Data SelectionAmittai Axelrod, Xiaodong He, Jianfeng Gao2011 · 773 citations
37. Reproducible scaling laws for contrastive language-image learningMehdi Cherti, Romain Beaumont, Ross Wightman, et al.2022 · 750 citations
38. ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday TasksMohit Shridhar; Jesse Thomason; Daniel Gordon; Yonatan Bisk; Winson Han; Roozbeh Mottaghi; Luke Zettlemoyer;, Dieter Fox2019 · 724 citations
39. Fact or Fiction: Verifying Scientific ClaimsDavid Wadden, Shanchuan Lin, Kyle Lo, et al.2020 · 706 citations
40. Data-Driven Response Generation in Social MediaAlan Ritter, Colin Cherry, William B. Dolan2011 · 692 citations
41. SPECTER: Document-level Representation Learning using Citation-informed TransformersArman Cohan, Sergey Feldman, Iz Beltagy, et al.2020 · 690 citations
42. CORD-19: The COVID-19 Open Research DatasetLucy Lu Wang, Kyle Lo, Yoganand Chandrasekhar, et al.2020 · 685 citations
43. Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model SizesCheng-Yu Hsieh, Chun-Liang Li, Chih-kuan Yeh, et al.2023 · 684 citations
44. A Class of Submodular Functions for Document SummarizationHui Lin, Jeff Bilmes2011 · 683 citations
45. Social Bias Frames: Reasoning about Social and Power Implications of LanguageMaarten Sap, Saadia Gabriel, Lianhui Qin, et al.2020 · 680 citations
46. Open Information Extraction Using WikipediaFei Wu, Daniel S. Weld2010 · 648 citations
47. Higher-Order Coreference Resolution with Coarse-to-Fine InferenceKenton Lee, Luheng He, Luke Zettlemoyer2018 · 612 citations
48. Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to ActionsYoav Artzi, Luke Zettlemoyer2013 · 592 citations
49. Deep Semantic Role Labeling: What Works and What's NextLuheng He, Kenton Lee, Mike Lewis, et al.2017 · 589 citations
50. Evaluating Gender Bias in Machine TranslationGabriel Stanovsky, Noah A. Smith, Luke Zettlemoyer2019 · 588 citations
51. Dissecting Contextual Word Embeddings: Architecture and RepresentationMatthew E. Peters, Mark Neumann, Luke Zettlemoyer, et al.2018 · 585 citations
52. s1: Simple test-time scalingNiklas Muennighoff, Zitong Yang, Weijia Shi, et al.2025 · 584 citations
53. AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent ConversationQingyun Wu, Gagan Bansal, Jieyu Zhang, et al.2023 · 584 citations
54. ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech DetectionThomas Hartvigsen, Saadia Gabriel, Hamid Palangi, et al.2022 · 571 citations
55. Unsupervised Modeling of Twitter ConversationsAlan Ritter, Colin Cherry, Bill Dolan2010 · 557 citations
56. Simple and Effective Multi-Paragraph Reading ComprehensionChristopher Clark, Matt Gardner2017 · 556 citations
57. Cosmos QA: Machine Reading Comprehension with Contextual Commonsense ReasoningLifu Huang, Ronan Le Bras, Chandra Bhagavatula, et al.2019 · 536 citations
58. Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-TuningArmen Aghajanyan, Sonal Gupta, Luke Zettlemoyer2021 · 530 citations
59. Instruction Tuning for Large Language Models: A SurveyShengyu Zhang, Linfeng Dong, Xiaoya Li, et al.2023 · 515 citations
60. Learning to Solve Arithmetic Word Problems with Verb CategorizationMohammad Javad Hosseini, Hannaneh Hajishirzi, Oren Etzioni, et al.2014 · 513 citations
61. Crowdsourcing Multiple Choice Science QuestionsJohannes Welbl, Nelson F. Liu, Matt Gardner2017 · 513 citations
62. BERT for Coreference Resolution: Baselines and AnalysisMandar Joshi, Omer Levy, Luke Zettlemoyer, et al.2019 · 488 citations
63. REPLUG: Retrieval-Augmented Black-Box Language ModelsWeijia Shi, Sewon Min, Michihiro Yasunaga, et al.2023 · 482 citations
64. Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference timeMitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, et al.2022 · 474 citations
65. Defending Against Neural Fake NewsRowan Zellers, Ari Holtzman, Hannah Rashkin, et al.2019 · 461 citations
66. SimVLM: Simple Visual Language Model Pretraining with Weak SupervisionZirui Wang, Jiahui Yu, Adams Wei Yu, et al.2021 · 459 citations
67. Reading Level Assessment Using Support Vector Machines and Statistical Language ModelsSarah Schwarm, Mari Ostendorf2005 · 447 citations
68. Paraphrase-Driven Learning for Open Question AnsweringAnthony Fader, Luke Zettlemoyer, Oren Etzioni2013 · 438 citations
69. GPT-NER: Named Entity Recognition via Large Language ModelsShuhe Wang, Xiaofei Sun, Xiaoya Li, et al.2025 · 436 citations
70. Deep Communicating Agents for Abstractive SummarizationAsli Celikyilmaz, Antoine Bosselut, Xiaodong He, et al.2018 · 431 citations
71. A general framework for information extraction using dynamic span graphsYi Luan, Dave Wadden, Luheng He, et al.2019 · 427 citations
72. Neural AMR: Sequence-to-Sequence Models for Parsing and GenerationIoannis Konstas, Srinivasan Iyer, Mark Yatskar, et al.2017 · 425 citations
73. Gender and Dialect Bias in YouTube's Automatic CaptionsRachael Tatman2017 · 413 citations
74. A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health SupportAshish Sharma, Adam Miner, David Atkins, et al.2020 · 408 citations
75. UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language ModelsTianbao Xie, Chen Henry Wu, Peng Shi, et al.2022 · 405 citations
76. Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMsMiguel Ballesteros, Chris Dyer, Noah A. Smith2015 · 401 citations
77. DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-ExpertsAlisa Liu, Maarten Sap, Ximing Lu, et al.2021 · 399 citations
78. Many Languages, One ParserWaleed Ammar, George Mulcaire, Miguel Ballesteros, et al.2016 · 382 citations
79. Tulu 3: Pushing Frontiers in Open Language Model Post-TrainingNathan Lambert, Jacob Morrison, Valentina Pyatkin, et al.2024 · 379 citations
80. MRQA 2019 Shared Task: Evaluating Generalization in Reading ComprehensionAdam Fisch, Alon Talmor, Robin Jia, et al.2019 · 375 citations
81. Editing Models with Task ArithmeticGabriel Ilharco, Marco Tulio Ribeiro, Mitchell Wortsman, et al.2022 · 374 citations
82. A Dataset of Information-Seeking Questions and Answers Anchored in Research PapersPradeep Dasigi, Kyle Lo, Iz Beltagy, et al.2021 · 372 citations
83. Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language DetectionMaarten Sap, Swabha Swayamdipta, Laura Vianna, et al.2022 · 364 citations
84. Unsupervised Semantic ParsingHoifung Poon, Pedro Domingos2009 · 345 citations
85. Symbolic Knowledge Distillation: from General Language Models to Commonsense ModelsPeter West, Chandra Bhagavatula, Jack Hessel, et al.2022 · 343 citations
86. DREAM: A Challenge Data Set and Models for Dialogue-Based Reading ComprehensionKai Sun, Dian Yu, Jianshu Chen, et al.2019 · 331 citations
87. Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural LanguageLuheng He, Mike Lewis, Luke Zettlemoyer2015 · 322 citations
88. Twitter Part-of-Speech Tagging for All: Overcoming Sparse and Noisy DataLeon Derczynski, Alan Ritter, Sam Clark, et al.2013 · 316 citations
89. WANLI: Worker and AI Collaboration for Natural Language Inference Dataset CreationAlisa Liu, Swabha Swayamdipta, Noah A. Smith, et al.2022 · 312 citations
90. Multi-hop Reading Comprehension through Question Decomposition and RescoringSewon Min, Victor Zhong, Luke Zettlemoyer, et al.2019 · 306 citations
91. 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
92. Abductive Commonsense ReasoningChandra Bhagavatula, Ronan Le Bras, Chaitanya Malaviya, et al.2019 · 301 citations
93. Learning to Write with Cooperative DiscriminatorsAri Holtzman, Jan Buys, Maxwell Forbes, et al.2018 · 301 citations
94. Globally Coherent Text Generation with Neural Checklist ModelsChloé Kiddon, Luke Zettlemoyer, Yejin Choi2016 · 301 citations
95. ALFWorld: Aligning Text and Embodied Environments for Interactive LearningMohit Shridhar, Xingdi Yuan, Marc-Alexandre Côté, et al.2020 · 299 citations
96. Lexical Generalization in CCG Grammar Induction for Semantic ParsingTom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, et al.2011 · 283 citations
97. Jointly Predicting Predicates and Arguments in Neural Semantic Role LabelingLuheng He, Kenton Lee, Omer Levy, et al.2018 · 282 citations
98. Contextualized Perturbation for Textual Adversarial AttackDianqi Li, Yizhe Zhang, Hao Peng, et al.2021 · 282 citations
99. MEGA: Multilingual Evaluation of Generative AIKabir Ahuja, Harshita Diddee, Rishav Hada, et al.2023 · 281 citations
100. Llemma: An Open Language Model For MathematicsZhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, et al.2023 · 275 citations

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