Works of University of Washington
- A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP ApplicationsDongyeop Kang, Waleed Ammar, Bhavana Dalvi, et al.2018 · 274 citations
- Joint Unsupervised Coreference Resolution with Markov LogicHoifung Poon, Pedro Domingos2008 · 272 citations
- Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringAkari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, et al.2019 · 271 citations
- Surface Form Competition: Why the Highest Probability Answer Isn't Always RightAri Holtzman, Peter West, Vered Shwartz, et al.2021 · 271 citations
- Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving ModelsTongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, et al.2021 · 271 citations
- Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What MattersBoshi Wang, Sewon Min, Xiang Deng, et al.2023 · 267 citations
- TLDR: Extreme Summarization of Scientific DocumentsIsabel Cachola, Kyle Lo, Arman Cohan, et al.2020 · 260 citations
- Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential ReasoningPradeep Dasigi, Nelson F. Liu, Ana Marasovic, et al.2019 · 256 citations
- The Multilingual Amazon Reviews CorpusPhillip Keung, Yichao Lu, György Szarvas, et al.2020 · 255 citations
- Neural Cross-Lingual Named Entity Recognition with Minimal ResourcesJiateng Xie, Zhilin Yang, Graham Neubig, et al.2018 · 247 citations
- Contrastive Decoding: Open-ended Text Generation as OptimizationXiang Lisa Li, Ari Holtzman, Daniel Fried, et al.2022 · 246 citations
- MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence FrontiersKrishna Pillutla, Swabha Swayamdipta, Rowan Zellers, et al.2021 · 243 citations
- Trusting Your Evidence: Hallucinate Less with Context-aware DecodingWeijia Shi, Xiaochuang Han, Mike Lewis, et al.2024 · 240 citations
- Noisy Channel Language Model Prompting for Few-Shot Text ClassificationSewon Min, Mike Lewis, Hannaneh Hajishirzi, et al.2021 · 238 citations
- Reframing Instructional Prompts to GPTk's LanguageSwaroop Mishra, Daniel Khashabi, Chitta Baral, et al.2022 · 236 citations
- COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge GraphsJena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, et al.2020 · 235 citations
- Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
- A Discrete Hard EM Approach for Weakly Supervised Question AnsweringSewon Min, Danqi Chen, Hannaneh Hajishirzi, et al.2019 · 233 citations
- Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encodersTerra Blevins, Luke Zettlemoyer2020 · 232 citations
- Compositional Questions Do Not Necessitate Multi-hop ReasoningSewon Min, Eric Wallace, Sameer Singh, et al.2019 · 231 citations
- Broad-coverage CCG Semantic Parsing with AMRYoav Artzi, Kenton Lee, Luke Zettlemoyer2015 · 228 citations
- How Language Model Hallucinations Can SnowballMuru Zhang, Ofir Press, William Merrill, et al.2023 · 221 citations
- FOLIO: Natural Language Reasoning with First-Order LogicSimeng Han, Hailey Schoelkopf, Yilun Zhao, et al.2022 · 217 citations
- SciREX: A Challenge Dataset for Document-Level Information ExtractionSarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, et al.2020 · 217 citations
- Real-Time Open-Domain Question Answering with Dense-Sparse Phrase IndexMinjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, et al.2019 · 216 citations
- Measuring Association Between Labels and Free-Text RationalesSarah Wiegreffe, Ana Marasović, Noah A. Smith2021 · 215 citations
- Maieutic Prompting: Logically Consistent Reasoning with Recursive ExplanationsJaehun Jung, Lianhui Qin, Sean Welleck, et al.2022 · 213 citations
- Fine-Grained Human Feedback Gives Better Rewards for Language Model TrainingZeqiu Wu, Yushi Hu, Weijia Shi, et al.2023 · 212 citations
- Unsupervised Morphological Segmentation with Log-Linear ModelsHoifung Poon, Colin Cherry, Kristina Toutanova2009 · 210 citations
- OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language ModelsAnas Awadalla, Irena Gao, Josh Gardner, et al.2023 · 209 citations
- A Diagram Is Worth A Dozen ImagesAniruddha Kembhavi, Mike Salvato, Eric Kolve, et al.2016 · 207 citations
- XOR QA: Cross-lingual Open-Retrieval Question AnsweringAkari Asai, Jungo Kasai, Jonathan Clark, et al.2021 · 206 citations
- PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationWen Xiao, Iz Beltagy, Giuseppe Carenini, et al.2022 · 204 citations
- SODA: Million-scale Dialogue Distillation with Social Commonsense ContextualizationHyunwoo Kim, Jack Hessel, Liwei Jiang, et al.2023 · 201 citations
- Neural Metaphor Detection in ContextGe Gao, Eunsol Choi, Yejin Choi, et al.2018 · 198 citations
- Scalable Extraction of Training Data from (Production) Language ModelsMilad Nasr, Nicholas Carlini, Jonathan Hayase, et al.2023 · 197 citations
- Improving Passage Retrieval with Zero-Shot Question GenerationDevendra Sachan, Mike Lewis, Mandar Joshi, et al.2022 · 197 citations
- Paraphrasing for StyleWei Xu, Alan Ritter, Bill Dolan, et al.2012 · 196 citations
- Generative Data Augmentation for Commonsense ReasoningYiben Yang, Chaitanya Malaviya, Jared Fernandez, et al.2020 · 194 citations
- Challenges in Automated Debiasing for Toxic Language DetectionXuhui Zhou, Maarten Sap, Swabha Swayamdipta, et al.2021 · 190 citations
- Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language ModelsMatt Deitke, Christopher Clark, Sangho Lee, et al.2024 · 184 citations
- Neural Discourse Structure for Text CategorizationYangfeng Ji, Noah A. Smith2017 · 180 citations
- 8-bit Optimizers via Block-wise QuantizationTim Dettmers, Mike Lewis, Sam Shleifer, et al.2021 · 177 citations
- Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal ProofsAlbert Q. Jiang, Sean Welleck, Jin Peng Zhou, et al.2022 · 175 citations
- Generating Sequences by Learning to Self-CorrectSean Welleck, Ximing Lu, Peter West, et al.2022 · 170 citations
- LESS: Selecting Influential Data for Targeted Instruction TuningMengzhou Xia, Sadhika Malladi, Suchin Gururangan, et al.2024 · 170 citations
- Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy OptimizationRajkumar Ramamurthy, Prithviraj Ammanabrolu, Kiante Brantley, et al.2022 · 166 citations
- Generating Coherent Event Schemas at ScaleNiranjan Balasubramanian, Stephen Soderland, Mausam, et al.2013 · 165 citations
- Binding Language Models in Symbolic LanguagesZhoujun Cheng, Tianbao Xie, Peng Shi, et al.2022 · 165 citations
- Do All Languages Cost the Same? Tokenization in the Era of Commercial Language ModelsOrevaoghene Ahia, Sachin Kumar, Hila Gonen, et al.2023 · 164 citations
- Generation from Abstract Meaning Representation using Tree TransducersJeffrey Flanigan, Chris Dyer, Noah A. Smith, et al.2016 · 152 citations
- MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionDavid Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, et al.2022 · 150 citations
- ProsocialDialog: A Prosocial Backbone for Conversational AgentsHyunwoo Kim, Youngjae Yu, Liwei Jiang, et al.2022 · 149 citations
- SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language ModelsXiaoxuan Wang, Ziniu Hu, Pan Lu, et al.2023 · 148 citations
- The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetHugo Laurençon, Lucile Saulnier, Thomas Wang, et al.2023 · 145 citations
- In-Context Learning for Few-Shot Dialogue State TrackingYushi Hu, Chia-Hsuan Lee, Tianbao Xie, et al.2022 · 144 citations
- Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with NothingZhangchen Xu, Fengqing Jiang, Luyao Niu, et al.2024 · 144 citations
- Justice or Prejudice? Quantifying Biases in LLM-as-a-JudgeJiayi Ye, Yanbo Wang, Yue Huang, et al.2024 · 142 citations
- Large-Scale QA-SRL ParsingNicholas FitzGerald, Julian Michael, Luheng He, et al.2018 · 141 citations
- Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-StepLiunian Harold Li, Jack Hessel, Youngjae Yu, et al.2023 · 139 citations
- The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context LearningBill Yuchen Lin, Abhilasha Ravichander, Ximing Lu, et al.2023 · 139 citations
- NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead HeuristicsXiming Lu, Sean Welleck, Peter West, et al.2022 · 136 citations
- Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative ComprehensionYing Xu, Dakuo Wang, Mo Yu, et al.2022 · 136 citations
- A Roadmap to Pluralistic AlignmentTaylor Sorensen, Jared Moore, Jillian Fisher, et al.2024 · 135 citations
- Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine TranslationJungo Kasai, Nikolaos Pappas, Hao Peng, et al.2020 · 132 citations
- Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge EnhancementHui Liu, Wenya Wang, Haoliang Li2022 · 132 citations
- Task-aware Retrieval with InstructionsAkari Asai, Timo Schick, Patrick Lewis, et al.2023 · 131 citations
- SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware DecodingZhangchen Xu, Fengqing Jiang, Luyao Niu, et al.2024 · 126 citations
- Parsing Tweets into Universal DependenciesYijia Liu, Yi Zhu, Wanxiang Che, et al.2018 · 121 citations
- LSTM CCG ParsingMike Lewis, Kenton Lee, Luke Zettlemoyer2016 · 120 citations
- Intrinsic Bias Metrics Do Not Correlate with Application BiasSeraphina Goldfarb-Tarrant, Rebecca Marchant, Ricardo Muñoz Sánchez, et al.2021 · 116 citations
- Document-level Neural MT: A Systematic ComparisonAntónio Lopes, M. Amin Farajian, Rachel Bawden, et al.2020 · 114 citations
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective AugmentationFangyuan Xu, Weijia Shi, Eunsol Choi2023 · 114 citations
- Crowdsourcing Question-Answer Meaning RepresentationsJulian Michael, Gabriel Stanovsky, Luheng He, et al.2018 · 112 citations
- Olmo 3Team Olmo: Allyson Ettinger, Amanda Bertsch, Bailey Kuehl, et al.2025 · 109 citations
- ExpertQA: Expert-Curated Questions and Attributed AnswersChaitanya Malaviya, Subin Lee, Sihao Chen, et al.2024 · 109 citations
- Data Engineering for Scaling Language Models to 128K ContextYao Fu, Rameswar Panda, Xinyao Niu, et al.2024 · 107 citations
- Road-testing the English Resource Grammar Over the British National CorpusTimothy Baldwin, Emily M. Bender, Dan Flickinger, et al.2004 · 95 citations
- It's not Rocket Science: Interpreting Figurative Language in NarrativesTuhin Chakrabarty, Yejin Choi, Vered Shwartz2022 · 91 citations
- Joint Coreference Resolution and Named-Entity Linking with Multi-Pass SievesHannaneh Hajishirzi, Leila Zilles, Daniel S. Weld, et al.2013 · 88 citations
- Controlled Crowdsourcing for High-Quality QA-SRL AnnotationPaul Roit, Ayal Klein, Daniela Stepanov, et al.2020 · 84 citations
- CREPE: Open-Domain Question Answering with False PresuppositionsXinyan Yu, Sewon Min, Luke Zettlemoyer, et al.2023 · 67 citations
- It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story BooksBingsheng Yao, Dakuo Wang, Tongshuang Wu, et al.2022 · 64 citations
- Cross-document Coreference Resolution over Predicted MentionsArie Cattan, Alon Eirew, Gabriel Stanovsky, et al.2021 · 62 citations
- Evidentiality-guided Generation for Knowledge-Intensive NLP TasksAkari Asai, Matt Gardner, Hannaneh Hajishirzi2022 · 60 citations
- Annotation of Tense and Aspect Semantics for Sentential AMRLucia Donatelli, Michael Regan, William Croft, et al.2018 · 57 citations
- Parser Evaluation over Local and Non-Local Deep Dependencies in a Large CorpusEmily M. Bender, Dan Flickinger, Stephan Oepen, et al.2011 · 53 citations
- Paraphrasing vs Coreferring: Two Sides of the Same CoinYehudit Meged, Avi Caciularu, Vered Shwartz, et al.2020 · 47 citations
- Implicit Discourse Relation Recognition with Context-aware Character-enhanced EmbeddingsLianhui Qin, Zhisong Zhang, Hai Zhao2016 · 46 citations
- QANom: Question-Answer driven SRL for NominalizationsAyal Klein, Jonathan Mamou, Valentina Pyatkin, et al.2020 · 40 citations
- Scaling Laws for Generative Mixed-Modal Language ModelsArmen Aghajanyan, Lili Yu, Alexis Conneau, et al.2023 · 39 citations
- Active Learning for Coreference Resolution using Discrete AnnotationBelinda Z. Li, Gabriel Stanovsky, Luke Zettlemoyer2020 · 36 citations
- Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and ParaphrasingJaehun Jung, Peter West, Liwei Jiang, et al.2023 · 33 citations
- Realistic Evaluation Principles for Cross-document Coreference ResolutionArie Cattan, Alon Eirew, Gabriel Stanovsky, et al.2021 · 31 citations
- Probing Contextual Language Models for Common Ground with Visual RepresentationsGabriel Ilharco, Rowan Zellers, Ali Farhadi, et al.2021 · 31 citations
- The Referential Reader: A Recurrent Entity Network for Anaphora ResolutionFei Liu, Luke Zettlemoyer, Jacob Eisenstein2019 · 31 citations
- Improving Arabic Diacritization with Regularized Decoding and Adversarial TrainingHan Qin, Guimin Chen, Yuanhe Tian, et al.2021 · 25 citations
- A Human Evaluation of AMR-to-English Generation SystemsEmma Manning, Shira Wein, Nathan Schneider2020 · 24 citations
- Committed Belief Tagging on the Factbank and LU Corpora: A Comparative StudyGregory Werner, Vinodkumar Prabhakaran, Mona Diab, et al.2015 · 24 citations
- StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style ElementsJillian Fisher, Skyler Hallinan, Ximing Lu, et al.2024 · 16 citations
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