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Works of Stanford University

248 works · page 1 of 3 · the most cited first · ← Stanford University

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  1. Latent Dirichlet AllocationDavid M. Blei, Andrew Y. Ng, Michael I. Jordan2003 · 28,297 citations
  2. The Anatomy of a Large-Scale Hypertextual Web Search EngineSergey Brin, Lawrence Page1998 · 16,227 citations
  3. SQuAD: 100,000+ Questions for Machine Comprehension of TextPranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, et al.2016 · 9,488 citations
  4. The Stanford CoreNLP Natural Language Processing ToolkitChristopher Manning, Mihai Surdeanu, John Bauer, et al.2014 · 8,620 citations
  5. Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image AnnotationsRanjay Krishna, Yuke Zhu, Oliver Groth, et al.2016 · 5,747 citations
  6. Inductive Representation Learning on Large GraphsWilliam L. Hamilton, Rex Ying, Jure Leskovec2017 · 4,687 citations
  7. Learning Word Vectors for Sentiment AnalysisAndrew L. Maas, Raymond E. Daly, Peter T. Pham, et al.2011 · 4,272 citations
  8. Accurate Unlexicalized ParsingDan Klein, Christopher D. Manning2003 · 3,942 citations
  9. Incorporating Non-local Information into Information Extraction Systems by Gibbs SamplingJenny Rose Finkel, Trond Grenager, Christopher Manning2005 · 3,618 citations
  10. Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency NetworkKristina Toutanova, Dan Klein, Christopher D. Manning, et al.2003 · 3,559 citations
  11. HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question AnsweringZhilin Yang, Peng Qi, Saizheng Zhang, et al.2018 · 3,489 citations
  12. Know What You Don't Know: Unanswerable Questions for SQuADPranav Rajpurkar, Robin Jia, Percy Liang2018 · 3,360 citations
  13. A Diversity-Promoting Objective Function for Neural Conversation ModelsJiwei Li, Michel Galley, Chris Brockett, et al.2016 · 2,925 citations
  14. Generating Typed Dependency Parses from Phrase Structure ParsesMarie-Catherine de Marneffe, Bill MacCartney, Christopher D. Manning2006 · 2,886 citations
  15. Lost in the Middle: How Language Models Use Long ContextsNelson F. Liu, Kevin Lin, John Hewitt, et al.2023 · 2,540 citations
  16. Learning Important Features Through Propagating Activation DifferencesAvanti Shrikumar, Peyton Greenside, Anshul Kundaje2017 · 2,377 citations
  17. Generating Sentences from a Continuous SpaceSamuel R. Bowman, Luke Vilnis, Oriol Vinyals, et al.2016 · 2,367 citations
  18. Stanza: A Python Natural Language Processing Toolkit for Many Human LanguagesPeng Qi, Yuhao Zhang, Yuhui Zhang, et al.2020 · 2,347 citations
  19. A Fast and Accurate Dependency Parser using Neural NetworksDanqi Chen, Christopher Manning2014 · 2,301 citations
  20. Reading Wikipedia to Answer Open-Domain QuestionsDanqi Chen, Adam Fisch, Jason Weston, et al.2017 · 2,250 citations
  21. Emergent Abilities of Large Language ModelsJason Wei, Yi Tay, Rishi Bommasani, et al.2022 · 2,215 citations
  22. GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question AnsweringDrew A. Hudson, Christopher D. Manning2019 · 1,997 citations
  23. Adversarial Examples for Evaluating Reading Comprehension SystemsRobin Jia, Percy Liang2017 · 1,935 citations
  24. ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERTOmar Khattab, Matei Zaharia2020 · 1,776 citations
  25. Universal Dependencies v1: A Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.2016 · 1,739 citations
  26. Deep Unsupervised Learning using Nonequilibrium ThermodynamicsJascha Sohl-Dickstein, Eric A. Weiss, Niru Maheswaranathan, et al.2015 · 1,588 citations
  27. Multitask Prompted Training Enables Zero-Shot Task GeneralizationVictor Sanh, Albert Webson, Colin Raffel, et al.2021 · 1,577 citations
  28. Semantic Compositionality through Recursive Matrix-Vector SpacesRichard Socher, Brody Huval, Christopher D. Manning, et al.2012 · 1,559 citations
  29. CoQA: A Conversational Question Answering ChallengeSiva Reddy, Danqi Chen, Christopher D. Manning2019 · 1,541 citations
  30. Score-Based Generative Modeling through Stochastic Differential EquationsYang Song, Jascha Sohl-Dickstein, Diederik P. Kingma, et al.2020 · 1,528 citations
  31. Multiword Expressions: A Pain in the Neck for NLPIvan A. Sag, Timothy Baldwin, Francis Bond, et al.2002 · 1,497 citations
  32. Deep Reinforcement Learning for Dialogue GenerationJiwei Li, Will Monroe, Alan Ritter, et al.2016 · 1,479 citations
  33. Understanding Black-box Predictions via Influence FunctionsPang Wei Koh, Percy Liang2017 · 1,478 citations
  34. Semi-Supervised Recursive Autoencoders for Predicting Sentiment DistributionsRichard Socher, Jeffrey Pennington, Eric H. Huang, et al.2011 · 1,411 citations
  35. Improving Word Representations via Global Context and Multiple Word PrototypesEric Huang, Richard Socher, Christopher Manning, et al.2012 · 1,349 citations
  36. Diachronic Word Embeddings Reveal Statistical Laws of Semantic ChangeWilliam L. Hamilton, Jure Leskovec, Dan Jurafsky2016 · 1,270 citations
  37. Generative Modeling by Estimating Gradients of the Data DistributionYang Song, Stefano Ermon2019 · 1,155 citations
  38. The Stanford Typed Dependencies RepresentationMarie-Catherine de Marneffe, Christopher D. Manning2008 · 1,144 citations
  39. Baselines and Bigrams: Simple, Good Sentiment and Topic ClassificationSida Wang, Christopher Manning2012 · 1,116 citations
  40. SemEval-2012 Task 6: A Pilot on Semantic Textual SimilarityEneko Agirre, Daniel Cer, Mona Diab, et al.2012 · 1,107 citations
  41. Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve ThemMirac Suzgun, Nathan Scales, Nathanael Schärli, et al.2023 · 1,094 citations
  42. Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech TaggerKristina Toutanova, Christopher D. Manning2000 · 1,082 citations
  43. Bias and Fairness in Large Language Models: A SurveyIsabel O. Gallegos, Ryan A. Rossi, Joe Barrow, et al.2023 · 1,072 citations
  44. QuAC: Question Answering in ContextEunsol Choi, He He, Mohit Iyyer, et al.2018 · 1,057 citations
  45. Graph Convolution over Pruned Dependency Trees Improves Relation ExtractionYuhao Zhang, Peng Qi, Christopher D. Manning2018 · 1,046 citations
  46. Adversarial Learning for Neural Dialogue GenerationJiwei Li, Will Monroe, Tianlin Shi, et al.2017 · 1,044 citations
  47. Better Word Representations with Recursive Neural Networks for MorphologyThang Luong, Richard Socher, Christopher Manning2013 · 1,017 citations
  48. Predicting Pragmatic Reasoning in Language GamesMichael C. Frank, Noah D. Goodman2012 · 1,007 citations
  49. Visualizing and Understanding Recurrent NetworksAndrej Karpathy, Justin Johnson, Li Fei-Fei2015 · 939 citations
  50. Adapted Large Language Models Can Outperform Medical Experts in Clinical Text SummarizationDave Van Veen, Cara Van Uden, Louis Blankemeier, et al.2023 · 925 citations
  51. Leveraging Linguistic Structure For Open Domain Information ExtractionGabor Angeli, Melvin Jose Johnson Premkumar, Christopher D. Manning2015 · 921 citations
  52. Visual7W: Grounded Question Answering in ImagesYuke Zhu, Oliver Groth, Michael Bernstein, et al.2015 · 915 citations
  53. Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 910 citations
  54. Grounded Compositional Semantics for Finding and Describing Images with SentencesRichard Socher, Andrej Karpathy, Quoc V. Le, et al.2014 · 909 citations
  55. Representing Text for Joint Embedding of Text and Knowledge BasesKristina Toutanova, Danqi Chen, Patrick Pantel, et al.2015 · 904 citations
  56. Extracting Training Data from Large Language ModelsNicholas Carlini, Florian Tramer, Eric Wallace, et al.2020 · 901 citations
  57. Visualizing and Understanding Neural Models in NLPJiwei Li, Xinlei Chen, Eduard Hovy, et al.2016 · 842 citations
  58. Is ChatGPT a General-Purpose Natural Language Processing Task Solver?Chengwei Qin, Aston Zhang, Zhuosheng Zhang, et al.2023 · 818 citations
  59. Addressing the Rare Word Problem in Neural Machine TranslationThang Luong, Ilya Sutskever, Quoc Le, et al.2015 · 817 citations
  60. ImageNet Large Scale Visual Recognition ChallengeOlga Russakovsky, Jia Deng, Hao Su, et al.2014 · 816 citations
  61. SemEval-2014 Task 10: Multilingual Semantic Textual SimilarityEneko Agirre, Carmen Banea, Claire Cardie, et al.2014 · 783 citations
  62. Can Large Language Models Transform Computational Social Science?Caleb Ziems, William Held, Omar Shaikh, et al.2023 · 776 citations
  63. A Thorough Examination of the CNN/Daily Mail Reading Comprehension TaskDanqi Chen, Jason Bolton, Christopher D. Manning2016 · 689 citations
  64. Semantic Parsing via ParaphrasingJonathan Berant, Percy Liang2014 · 681 citations
  65. Social Bias Frames: Reasoning about Social and Power Implications of LanguageMaarten Sap, Saadia Gabriel, Lianhui Qin, et al.2020 · 680 citations
  66. Bilingual Word Embeddings for Phrase-Based Machine TranslationWill Y. Zou, Richard Socher, Daniel Cer, et al.2013 · 680 citations
  67. Benchmarking Large Language Models for News SummarizationTianyi Zhang, Faisal Ladhak, Esin Durmus, et al.2024 · 663 citations
  68. *SEM 2013 shared task: Semantic Textual SimilarityEneko Agirre, Daniel Cer, Mona Diab, et al.2013 · 658 citations
  69. Persistent Anti-Muslim Bias in Large Language ModelsAbubakar Abid, Maheen Farooqi, James Zou2021 · 640 citations
  70. The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple LanguagesJan Hajič, Massimiliano Ciaramita, Richard Johansson, et al.2009 · 631 citations
  71. Universal Stanford dependencies: A cross-linguistic typologyMarie-Catherine de Marneffe, Timothy Dozat, Natalia Silveira, et al.2014 · 626 citations
  72. CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Martin Popel, Milan Straka, et al.2017 · 604 citations
  73. How Powerful are Graph Neural Networks?Keyulu Xu, Weihua Hu, Jure Leskovec, et al.2018 · 591 citations
  74. s1: Simple test-time scalingNiklas Muennighoff, Zitong Yang, Weijia Shi, et al.2025 · 584 citations
  75. Deterministic Coreference Resolution Based on Entity-Centric, Precision-Ranked RulesHeeyoung Lee, Angel Chang, Yves Peirsman, et al.2013 · 536 citations
  76. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.2020 · 520 citations
  77. FinQA: A Dataset of Numerical Reasoning over Financial DataZhiyu Chen, Wenhu Chen, Charese Smiley, et al.2021 · 510 citations
  78. Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics?Christopher D. Manning2011 · 510 citations
  79. A Structured Vector Space Model for Word Meaning in ContextKatrin Erk, Sebastian Padó2008 · 508 citations
  80. Stanford's Multi-Pass Sieve Coreference Resolution System at the CoNLL-2011 Shared TaskHeeyoung Lee, Yves Peirsman, Angel Chang, et al.2011 · 506 citations
  81. Deep Visual-Semantic Alignments for Generating Image DescriptionsAndrej Karpathy, Li Fei-Fei2014 · 493 citations
  82. On building a more efficient grammar by exploiting typesDan Flickinger2000 · 492 citations
  83. Language Models are Multilingual Chain-of-Thought ReasonersFreda Shi, Mirac Suzgun, Markus Freitag, et al.2022 · 490 citations
  84. Semi-Supervised Sequence Modeling with Cross-View TrainingKevin Clark, Minh-Thang Luong, Christopher D. Manning, et al.2018 · 489 citations
  85. REPLUG: Retrieval-Augmented Black-Box Language ModelsWeijia Shi, Sewon Min, Michihiro Yasunaga, et al.2023 · 482 citations
  86. Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 480 citations
  87. ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionKeshav Santhanam, Omar Khattab, Jon Saad-Falcon, et al.2022 · 477 citations
  88. A Simple and Effective Hierarchical Phrase Reordering ModelMichel Galley, Christopher D. Manning2008 · 472 citations
  89. Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character ModelsMinh-Thang Luong, Christopher D. Manning2016 · 469 citations
  90. Evaluating Large Language Models in Theory of Mind TasksMichal Kosinski2023 · 465 citations
  91. Deep Reinforcement Learning for Mention-Ranking Coreference ModelsKevin Clark, Christopher D. Manning2016 · 461 citations
  92. Denoising Diffusion Implicit ModelsJiaming Song, Chenlin Meng, Stefano Ermon2020 · 460 citations
  93. A Persona-Based Neural Conversation ModelJiwei Li, Michel Galley, Chris Brockett, et al.2016 · 456 citations
  94. Bilingual Word Representations with Monolingual Quality in MindThang Luong, Hieu Pham, Christopher D. Manning2015 · 453 citations
  95. LinkBERT: Pretraining Language Models with Document LinksMichihiro Yasunaga, Jure Leskovec, Percy Liang2022 · 452 citations
  96. Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsJulia Kreutzer, Isaac Caswell, Lisa Wang, et al.2021 · 447 citations
  97. A Multi-Pass Sieve for Coreference ResolutionKarthik Raghunathan, Heeyoung Lee, Sudarshan Rangarajan, et al.2010 · 446 citations
  98. Entity-Relation Extraction as Multi-Turn Question AnsweringXiaoya Li, Fan Yin, Zijun Sun, et al.2019 · 437 citations
  99. Large Legal Fictions: Profiling Legal Hallucinations in Large Language ModelsMatthew Dahl, Varun Magesh, Mirac Suzgun, et al.2024 · 431 citations
  100. Inducing Domain-Specific Sentiment Lexicons from Unlabeled CorporaWilliam L. Hamilton, Kevin Clark, Jure Leskovec, et al.2016 · 431 citations

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