Works of Stanford University
- Learning Bilingual Lexicons from Monolingual CorporaAria Haghighi, Percy Liang, Taylor Berg-Kirkpatrick, et al.2008 · 426 citations
- Text-Translation AlignmentMartin Kay, Martin Roscheisen1993 · 423 citations
- Improving Coreference Resolution by Learning Entity-Level Distributed RepresentationsKevin Clark, Christopher D. Manning2016 · 422 citations
- Diffusion-LM Improves Controllable Text GenerationXiang Lisa Li, John Thickstun, Ishaan Gulrajani, et al.2022 · 421 citations
- Optimizing Chinese Word Segmentation for Machine Translation PerformancePi-Chuan Chang, Michel Galley, Christopher D. Manning2008 · 420 citations
- A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health SupportAshish Sharma, Adam Miner, David Atkins, et al.2020 · 408 citations
- 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
- Generating Sentences by Editing PrototypesKelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, et al.2017 · 404 citations
- Nested Named Entity RecognitionJenny Rose Finkel, Christopher D. Manning2009 · 403 citations
- Linguistic Models for Analyzing and Detecting Biased LanguageMarta Recasens, Cristian Danescu-Niculescu-Mizil, Dan Jurafsky2013 · 394 citations
- Whose Opinions Do Language Models Reflect?Shibani Santurkar, Esin Durmus, Faisal Ladhak, et al.2023 · 390 citations
- Cross-lingual Transfer Learning for Multilingual Task Oriented DialogSebastian Schuster, Sonal Gupta, Rushin Shah, et al.2019 · 390 citations
- CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual ReasoningJustin Johnson, Bharath Hariharan, Laurens van der Maaten, et al.2016 · 387 citations
- LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language ModelsNeel Guha; Julian Nyarko; Daniel E. Ho; Christopher Re; Adam Chilton; Aditya Narayana; Alex Chohlas-Wood; Austin Peters; Brandon Waldon; Daniel N. Rockmore; Diego Zambrano; Dmitry Talisman; Enam Hoque; Faiz Surani; Frank Fagan; Galit Sarfaty; Gregory M. Dickinson; Haggai Porat; Jason Hegland; Jessica Wu; Joe Nudell; Joel Niklaus; John Nay; Jonathan H. Choi; Kevin Tobia; Margaret Hagan; Megan Ma; Michael Livermore; Nikon Rasumov-Rahe; Nils Holzenberger; Noam Kolt; Peter Henderson; Sean Rehaag; Sharad Goel; Shang Gao; Spencer Williams; Sunny Gandhi; Tom Zur; Varun Iyer;, Zehua Li2023 · 379 citations
- MRQA 2019 Shared Task: Evaluating Generalization in Reading ComprehensionAdam Fisch, Alon Talmor, Robin Jia, et al.2019 · 375 citations
- What makes a good conversation? How controllable attributes affect human judgmentsAbigail See, Stephen Roller, Douwe Kiela, et al.2019 · 369 citations
- Revisiting Few-sample BERT Fine-tuningTianyi Zhang, Felix Wu, Arzoo Katiyar, et al.2020 · 361 citations
- Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style TransferJuncen Li, Robin Jia, He He, et al.2018 · 346 citations
- Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared TaskTimothy Dozat, Peng Qi, Christopher D. Manning2017 · 346 citations
- A Generative Constituent-Context Model for Improved Grammar InductionDan Klein, Christopher D. Manning2002 · 345 citations
- Certified Robustness to Adversarial Word SubstitutionsRobin Jia, Aditi Raghunathan, Kerem Göksel, et al.2019 · 336 citations
- The Creation and Analysis of a Website Privacy Policy CorpusShomir Wilson, Florian Schaub, Aswarth Abhilash Dara, et al.2016 · 336 citations
- Enhanced English Universal Dependencies: An Improved Representation for Natural Language Understanding TasksSebastian Schuster, Christopher D. Manning2016 · 335 citations
- Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERTAkshay Smit, Saahil Jain, Pranav Rajpurkar, et al.2020 · 334 citations
- Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!Xiangyu Qi, Yi Zeng, Tinghao Xie, et al.2023 · 331 citations
- Universal Dependencies v2: An Evergrowing Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.2020 · 326 citations
- Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic ChangeWilliam L. Hamilton, Jure Leskovec, Dan Jurafsky2016 · 324 citations
- An Empirical Model of Multiword Expression DecomposabilityTimothy Baldwin, Colin Bannard, Takaaki Tanaka, et al.2003 · 319 citations
- Fast Decoding and Optimal Decoding for Machine TranslationUlrich Germann, Michael Jahr, Kevin Knight, et al.2001 · 312 citations
- Measuring the Evolution of a Scientific Field through Citation FramesDavid Jurgens, Srijan Kumar, Raine Hoover, et al.2018 · 311 citations
- Computational Argumentation Quality Assessment in Natural LanguageHenning Wachsmuth, Nona Naderi, Yufang Hou, et al.2017 · 306 citations
- Finding Contradictions in TextMarie-Catherine de Marneffe, Anna N. Rafferty, Christopher D. Manning2008 · 301 citations
- Evaluating Verifiability in Generative Search EnginesNelson Liu, Tianyi Zhang, Percy Liang2023 · 294 citations
- Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online PostingsHan-Chin Shing, Suraj Nair, Ayah Zirikly, et al.2018 · 288 citations
- Learning to Paraphrase for Question AnsweringLi Dong, Jonathan Mallinson, Siva Reddy, et al.2017 · 285 citations
- BAM! Born-Again Multi-Task Networks for Natural Language UnderstandingKevin Clark, Minh-Thang Luong, Urvashi Khandelwal, et al.2019 · 279 citations
- Larger language models do in-context learning differentlyJerry Wei, Jason Wei, Yi Tay, et al.2023 · 277 citations
- Joint Entity and Event Coreference Resolution across DocumentsHeeyoung Lee, Marta Recasens, Angel Chang, et al.2012 · 273 citations
- Simpler but More Accurate Semantic Dependency ParsingTimothy Dozat, Christopher D. Manning2018 · 271 citations
- An Explanation of In-context Learning as Implicit Bayesian InferenceSang Michael Xie, Aditi Raghunathan, Percy Liang, et al.2021 · 268 citations
- Hallucination-Free? Assessing the Reliability of Leading AI Legal Research ToolsVarun Magesh, Faiz Surani, Matthew Dahl, et al.2024 · 267 citations
- Efficient, Feature-based, Conditional Random Field ParsingJenny Rose Finkel, Alex Kleeman, Christopher D. Manning2008 · 261 citations
- DSPy: Compiling Declarative Language Model Calls into Self-Improving PipelinesOmar Khattab, Arnav Singhvi, Paridhi Maheshwari, et al.2023 · 261 citations
- LexGLUE: A Benchmark Dataset for Legal Language Understanding in EnglishIlias Chalkidis; Abhik Jana; Dirk Hartung; Michael Bommarito; Ion Androutsopoulos; Daniel Martin Katz;, Nikolaos Aletras2021 · 256 citations
- CorefQA: Coreference Resolution as Query-based Span PredictionWei Wu, Fei Wang, Arianna Yuan, et al.2020 · 253 citations
- Entity-Centric Coreference Resolution with Model StackingKevin Clark, Christopher D. Manning2015 · 252 citations
- Joint Learning Improves Semantic Role LabelingKristina Toutanova, Aria Haghighi, Christopher Manning2005 · 250 citations
- Contrastive Decoding: Open-ended Text Generation as OptimizationXiang Lisa Li, Ari Holtzman, Daniel Fried, et al.2022 · 246 citations
- A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language ModelsS.M Towhidul Islam Tonmoy, S M Mehedi Zaman, Vinija Jain, et al.2024 · 246 citations
- Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich LanguagesDjamé Seddah, Reut Tsarfaty, Sandra Kübler, et al.2013 · 244 citations
- MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence FrontiersKrishna Pillutla, Swabha Swayamdipta, Rowan Zellers, et al.2021 · 243 citations
- Word-Sense Disambiguation for Machine TranslationDavid Vickrey, Luke Biewald, Marc Teyssier, et al.2005 · 242 citations
- Factuality Challenges in the Era of Large Language ModelsIsabelle Augenstein, Timothy Baldwin, Meeyoung Cha, et al.2023 · 241 citations
- Large Language Monkeys: Scaling Inference Compute with Repeated SamplingBradley Brown, Jordan Juravsky, Ryan Ehrlich, et al.2024 · 241 citations
- Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology ReportsYuhao Zhang, Derek Merck, Emily Tsai, et al.2020 · 240 citations
- Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language ModelsMyra Cheng, Esin Durmus, Dan Jurafsky2023 · 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
- LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation DatasetLianmin Zheng, Wei-Lin Chiang, Ying Sheng, et al.2023 · 235 citations
- Decoupling Strategy and Generation in Negotiation DialoguesHe He, Derek Chen, Anusha Balakrishnan, et al.2018 · 233 citations
- Better Arabic Parsing: Baselines, Evaluations, and AnalysisSpence Green, Christopher D. Manning2010 · 231 citations
- From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal LikelihoodKelvin Guu, Panupong Pasupat, Evan Liu, et al.2017 · 230 citations
- FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving PerformanceLingjiao Chen, Matei Zaharia, James Zou2023 · 229 citations
- XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language ModelsPaul Rottger, Hannah Rose Kirk, Bertie Vidgen, et al.2023 · 227 citations
- TrustLLM: Trustworthiness in Large Language ModelsYue Huang, Lichao Sun, Haoran Wang, et al.2024 · 226 citations
- What learning algorithm is in-context learning? Investigations with linear modelsEkin Akyürek, Dale Schuurmans, Jacob Andreas, et al.2022 · 224 citations
- Supervised Contrastive Learning for Pre-trained Language Model Fine-tuningBeliz Gunel, Jingfei Du, Alexis Conneau, et al.2020 · 216 citations
- A Global Joint Model for Semantic Role LabelingKristina Toutanova, Aria Haghighi, Christopher D. Manning2008 · 214 citations
- Gradient Surgery for Multi-Task LearningTianhe Yu, Saurabh Kumar, Abhishek Gupta, et al.2020 · 214 citations
- N-gram Counts and Language Models from the Common CrawlChristian Buck, Kenneth Heafield, Bas van Ooyen2014 · 213 citations
- Nonliteral understanding of number wordsJustine T. Kao, Jean Y. Wu, Leon Bergen, et al.2014 · 213 citations
- Accelerating scientific discovery with Co-ScientistJuraj Gottweis, Wei-Hung Weng, Alexander Daryin, et al.2025 · 212 citations
- Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLPOmar Khattab, Keshav Santhanam, Xiang Lisa Li, et al.2022 · 211 citations
- OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language ModelsAnas Awadalla, Irena Gao, Josh Gardner, et al.2023 · 209 citations
- Enabling Language Models to Fill in the BlanksChris Donahue, Mina Lee, Percy Liang2020 · 207 citations
- Recursive Deep Models for Discourse ParsingJiwei Li, Rumeng Li, Eduard Hovy2014 · 206 citations
- Did It Happen? The Pragmatic Complexity of Veridicality AssessmentMarie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts2012 · 202 citations
- Autoformalization with Large Language ModelsYuhuai Wu, Albert Q. Jiang, Wenda Li, et al.2022 · 202 citations
- How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMsYi Zeng, Hongpeng Lin, Jingwen Zhang, et al.2024 · 202 citations
- LinGO Redwoods: A Rich and Dynamic Treebank for HPSGStephan Oepen, Dan Flickinger, Kristina Toutanova, et al.2004 · 200 citations
- RAPTOR: Recursive Abstractive Processing for Tree-Organized RetrievalParth Sarthi, Salman Abdullah, Aditi Tuli, et al.2024 · 191 citations
- Discriminant-Based MRS BankingStephan Oepen, Jan Tore Lønning2006 · 184 citations
- Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP ResearchersChenglei Si, Diyi Yang, Tatsunori Hashimoto2024 · 182 citations
- An Algebra for Semantic Construction in Constraint-based GrammarsAnn Copestake, Alex Lascarides, Dan Flickinger2001 · 180 citations
- On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot ReasoningOmar Shaikh, Hongxin Zhang, William Held, et al.2023 · 180 citations
- ContractNLI: A Dataset for Document-level Natural Language Inference for ContractsYuta Koreeda, Christopher Manning2021 · 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
- Chart GenerationMartin Kay1996 · 168 citations
- PromptSource: An Integrated Development Environment and Repository for Natural Language PromptsStephen H. Bach, Victor Sanh, Zheng-Xin Yong, et al.2022 · 164 citations
- Parsing to Stanford Dependencies: Trade-offs between Speed and AccuracyDaniel Cer, Marie-Catherine de Marneffe, Dan Jurafsky, et al.2010 · 158 citations
- Effective Domain Mixing for Neural Machine TranslationDenny Britz, Quoc Le, Reid Pryzant2017 · 155 citations
- Colors in Context: A Pragmatic Neural Model for Grounded Language UnderstandingWill Monroe, Robert X.D. Hawkins, Noah D. Goodman, et al.2017 · 155 citations
- Neural Net Models of Open-domain Discourse CoherenceJiwei Li, Dan Jurafsky2017 · 147 citations
- Investigating the distribution of some (but not all) implicatures using corpora and web-based methodsJudith Degen2015 · 141 citations
- ConvoKit: A Toolkit for the Analysis of ConversationsJonathan P. Chang, Caleb Chiam, Liye Fu, et al.2020 · 137 citations
- A Roadmap to Pluralistic AlignmentTaylor Sorensen, Jared Moore, Jillian Fisher, et al.2024 · 135 citations
- Enforcing Transitivity in Coreference ResolutionJenny Rose Finkel, Christopher D. Manning2008 · 128 citations
- Assisting in Writing Wikipedia-like Articles From Scratch with Large Language ModelsYijia Shao, Yucheng Jiang, Theodore Kanell, et al.2024 · 126 citations
- Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow InstructionsFederico Bianchi, Mirac Suzgun, Giuseppe Attanasio, et al.2023 · 124 citations
- LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal DomainJoel Niklaus, Veton Matoshi, Pooja Rani, et al.2023 · 122 citations
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