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Dan Klein — all works

261 works · page 1 of 3 · 1–100 · ← Dan Klein

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  1. Accurate Unlexicalized ParsingDan Klein, Christopher D. ManningEnglish · 3,949 citations
  2. Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency NetworkConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kristina Toutanova, Dan Klein, Christopher D. Manning, et al.2003 · 3,571 citations
  3. Learning Accurate, Compact, and Interpretable Tree AnnotationSlav Petrov, Leon Barrett, Romain Thibaux, et al.English · 1,246 citations
  4. Neural Module NetworksIEEE Computer Society Conference on Computer Vision and Pattern RecognitionJacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.2015 · 1,140 citations
  5. Improved Inference for Unlexicalized ParsingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Slav Petrov, Dan Klein2007 · 941 citations
  6. Fast Exact Inference with a Factored Model for Natural Language Parsing ↗no summary yetDan Klein, Christopher D. Manning2002 · 925 citations
  7. Calibrate Before Use: Improving Few-Shot Performance of Language ModelsarXiv:2102.09690Tony Z. Zhao, Eric Wallace, Shi Feng, et al.2021 · 825 citations
  8. Learning Dependency-Based Compositional Semantics ↗Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yetPercy Liang, Michael Jordan, Dan Klein2011 · 797 citations
  9. Constituency Parsing with a Self-Attentive EncoderAnnual Meeting of the Association for Computational Linguistics (ACL)Nikita Kitaev, Dan Klein2018 · 767 citations
  10. Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency ↗Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL-04) · no summary yetDan Klein, Christopher Manning2004 · 654 citations
  11. Alignment by AgreementConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Percy Liang, Ben Taskar, Dan Klein2006 · 653 citations
  12. Learning to Compose Neural Networks for Question AnsweringConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.2016 · 573 citations
  13. From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering ↗no summary yetDan Klein, Sepandar D. Kamvar, Christopher D. Manning2002 · 527 citations
  14. Learning Semantic Correspondences with Less SupervisionAnnual Meeting of the Association for Computational Linguistics (ACL)Percy Liang, Michael Jordan, Dan Klein2009 · 458 citations
  15. Learning Bilingual Lexicons from Monolingual CorporaAnnual Meeting of the Association for Computational Linguistics (ACL)Aria Haghighi, Percy Liang, Taylor Berg-Kirkpatrick, et al.2008 · 431 citations
  16. Abstract Syntax Networks for Code Generation and Semantic Parsing ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMaxim Rabinovich, Mitchell Stern, Dan Klein2017 · 429 citations
  17. An End-to-End Discriminative Approach to Machine Translation ↗Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics · no summary yetPercy Liang et al.2006 · 391 citations
  18. Multilingual Constituency Parsing with Self-Attention and Pre-TrainingAnnual Meeting of the Association for Computational Linguistics (ACL)Nikita Kitaev, Steven Cao, Dan Klein2019 · 358 citations
  19. A Generative Constituent-Context Model for Improved Grammar InductionAnnual Meeting of the Association for Computational Linguistics (ACL)Dan Klein, Christopher D. Manning2002 · 348 citations
  20. Speaker-Follower Models for Vision-and-Language Navigation ↗arXiv:1806.02724 · no summary yetDaniel Fried et al.2018 · 343 citations
  21. A Joint Model for Entity Analysis: Coreference, Typing, and LinkingTransactions of the Association for Computational Linguistics (TACL)Greg Durrett, Dan Klein2014 · 332 citations
  22. A Minimal Span-Based Neural Constituency ParserAnnual Meeting of the Association for Computational Linguistics (ACL)Mitchell Stern, Jacob Andreas, Dan Klein2017 · 311 citations
  23. Easy Victories and Uphill Battles in Coreference ResolutionGreg Durrett, Dan KleinEnglish · 293 citations
  24. Simple Coreference Resolution with Rich Syntactic and Semantic FeaturesAria Haghighi, Dan KleinMova's core list · 277 citations
  25. Max-Margin Parsing ↗Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing · no summary yetBen Taskar et al.2004 · 268 citations
  26. A Simple Domain-Independent Probabilistic Approach to GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Gabor Angeli, Percy Liang, Dan Klein2010 · 264 citations
  27. Multilingual Alignment of Contextual Word Representations ↗arXiv (Cornell University) · no summary yetSteven Cao, Nikita Kitaev, Dan Klein2020 · 259 citations
  28. Prototype-Driven Learning for Sequence ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Aria Haghighi, Dan Klein2006 · 254 citations
  29. Discovering Latent Knowledge in Language Models Without Supervision ↗arXiv:2212.03827 · no summary yetCollin Burns et al.2022 · 250 citations
  30. Online EM for Unsupervised Models ↗Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics · no summary yetPercy Liang, Dan Klein2009 · 242 citations
  31. FUDGE: Controlled Text Generation With Future DiscriminatorsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kevin Yang, Dan Klein2021 · 239 citations
  32. Constrained Language Models Yield Few-Shot Semantic Parsers ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetRichard Shin et al.2021 · 238 citations
  33. Modular Multitask Reinforcement Learning with Policy Sketches ↗arXiv (Cornell University) · no summary yetJacob Andreas, Dan Klein, Sergey Levine2016 · 238 citations
  34. A Discriminative Matching Approach to Word AlignmentHuman Language Technology Conference (HLT)Ben Taskar, Simon Lacoste-Julien, Dan Klein2005 · 238 citations
  35. Named Entity Recognition with Character-Level Models ↗Proceedings of the Seventh Conference on Natural Language Learning at HLT-NAACL 2003 · no summary yetDan Klein et al.2003 · 234 citations
  36. Capturing Semantic Similarity for Entity Linking with Convolutional Neural NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Matthew Francis-Landau, Greg Durrett, Dan Klein2016 · 215 citations
  37. Coreference Resolution in a Modular, Entity-Centered ModelConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Aria Haghighi, Dan Klein2010 · 215 citations
  38. Learning-Based Single-Document Summarization with Compression and Anaphoricity ConstraintsAnnual Meeting of the Association for Computational Linguistics (ACL)Greg Durrett, Taylor Berg-Kirkpatrick, Dan Klein2016 · 211 citations
  39. Reasoning about Pragmatics with Neural Listeners and SpeakersConference on Empirical Methods in Natural Language Processing (EMNLP)Jacob Andreas, Dan Klein2016 · 205 citations
  40. The Infinite PCFG Using Hierarchical Dirichlet Processes ↗Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL) · no summary yetPercy Liang et al.2007 · 203 citations
  41. Re3: Generating Longer Stories With Recursive Reprompting and Revision ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetKevin Yang et al.2022 · 200 citations
  42. Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections ↗arXiv:2104.04670 · no summary yetRuiqi Zhong et al.2021 · 195 citations
  43. Evaluating strategies for similarity search on the web ↗International World Wide Web Conference (WWW) · no summary yetTaher H. Haveliwala et al.2002 · 195 citations
  44. Optimization, Maxent Models, and Conditional Estimation without Magic ↗Companion Volume of the Proceedings of HLT-NAACL 2003 - Tutorial Abstracts · no summary yetChristopher Manning, Dan Klein2003 · 189 citations
  45. Unsupervised Coreference Resolution in a Nonparametric Bayesian ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Aria Haghighi, Dan Klein2007 · 182 citations
  46. Automated reconstruction of ancient languages using probabilistic models of sound change ↗Proceedings of the National Academy of Sciences · no summary yetAlexandre Bouchard‐Côté et al.2013 · 177 citations
  47. A Game-Theoretic Approach to Generating Spatial Descriptions ↗Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing · no summary yetDave Golland, Percy Liang, Dan Klein2010 · 170 citations
  48. Tailoring Word Alignments to Syntactic Machine Translation ↗Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics · no summary yetJohn DeNero, Dan Klein2007 · 168 citations
  49. The unsupervised learning of natural language structure ↗no summary yetChristopher D. Manning, Dan Klein2005 · 168 citations
  50. Faster and Smaller N-Gram Language Models ↗Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yetAdam Pauls, Dan Klein2011 · 167 citations
  51. Semantic Evaluation for Text-to-SQL with Distilled Test Suites ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetRuiqi Zhong, Tao Yu, Dan Klein2020 · 166 citations
  52. Better Word Alignments with Supervised ITG ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Aria Haghighi, John Blitzer, John DeNero, et al.2009 · 163 citations
  53. Grounding spatial relations for human-robot interaction ↗IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · no summary yetSergio Guadarrama et al.2013 · 149 citations
  54. Two Languages are Better than One (for Syntactic Parsing) ↗Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing · no summary yetDavid Burkett, Dan Klein2008 · 149 citations
  55. Neural CRF Parsing ↗Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetGreg Durrett, Dan Klein2015 · 148 citations
  56. Sampling Alignment Structure under a Bayesian Translation Model ↗Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing · no summary yetJohn DeNero, Alexandre Bouchard-Côté, Dan Klein2008 · 146 citations
  57. Parsing and Hypergraphs ↗Proceedings of the Seventh International Workshop on Parsing Technologies · no summary yetDan Klein, Christopher D. Manning2001 · 145 citations
  58. Detoxifying Language Models Risks Marginalizing Minority VoicesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Albert Xu, Eshaan Pathak, Eric Wallace, et al.2021 · 137 citations
  59. Learning from measurements in exponential families ↗International Conference on Machine Learning · no summary yetPercy Liang, Michael I. Jordan, Dan Klein2009 · 137 citations
  60. Train Big, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers ↗International Conference on Machine Learning · no summary yetZhuohan Li et al.2020 · 133 citations
  61. Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser OutputJonathan K. Kummerfeld, David Hall, James R. Curran, et al.English · 127 citations
  62. Poisoning Language Models During Instruction Tuning ↗arXiv (Cornell University) · no summary yetAlexander Wan et al.2023 · 123 citations
  63. Ghostbuster: Detecting Text Ghostwritten by Large Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Vivek Verma, Eve Fleisig, Nicholas Tomlin, et al.2024 · 122 citations
  64. Conditional Structure versus Conditional Estimation in NLP Models ↗Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing (EMNLP 2002) · no summary yetDan Klein, Christopher D. Manning2002 · 122 citations
  65. Learning with Latent Language ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yetJacob Andreas, Dan Klein, Sergey Levine2018 · 121 citations
  66. Why Generative Phrase Models Underperform Surface Heuristics ↗Proceedings on the Workshop on Statistical Machine Translation · no summary yetJohn DeNero et al.2006 · 119 citations
  67. The Complexity of Phrase Alignment Problems ↗Proceedings of ACL-08: HLT, Short Papers · no summary yetJohn DeNero, Dan Klein2008 · 116 citations
  68. Unified Pragmatic Models for Generating and Following InstructionsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Daniel Fried, Jacob Andreas, Dan Klein2018 · 115 citations
  69. Alignment-Based Compositional Semantics for Instruction Following ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetJacob Andreas, Dan Klein2015 · 114 citations
  70. Natural language grammar induction with a generative constituent-context model ↗Pattern Recognition · no summary yetDan Klein, Christopher D. Manning2004 · 113 citations
  71. GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning ↗arXiv (Cornell University) · no summary yetAgrawal, Lakshya A et al.2025 · 111 citations
  72. Painless Unsupervised Learning with FeaturesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Taylor Berg-Kirkpatrick, Alexandre Bouchard-Côté, John DeNero, et al.2010 · 110 citations
  73. What's Going On in Neural Constituency Parsers? An Analysis ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yetDavid Gaddy, Mitchell Stern, Dan Klein2018 · 108 citations
  74. Effective Inference for Generative Neural Parsing ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetMitchell Stern, Daniel Fried, Dan Klein2017 · 104 citations
  75. Fully distributed EM for very large datasets ↗International Conference on Machine Learning · no summary yetJason Wolfe, Aria Haghighi, Dan Klein2008 · 103 citations
  76. Discriminative Log-Linear Grammars with Latent Variables ↗no summary yetSlav Petrov, Dan Klein2007 · 101 citations
  77. Large-Scale Syntactic Language Modeling with Treelets ↗Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAdam Pauls, Dan Klein2012 · 100 citations
  78. Learning Programs: A Hierarchical Bayesian Approach ↗no summary yetPercy Liang, Michael I. Jordan, Dan Klein2010 · 99 citations
  79. Joint Parsing and Alignment with Weakly Synchronized Grammars ↗Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics · no summary yetDavid Burkett, John Blitzer, Dan Klein2010 · 96 citations
  80. Unsupervised Learning of Field Segmentation Models for Information Extraction ↗Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05) · no summary yetTrond Grenager, Dan Klein, Christopher Manning2005 · 96 citations
  81. Linguistic Bias in ChatGPT: Language Models Reinforce Dialect DiscriminationConference on Empirical Methods in Natural Language Processing (EMNLP)Eve Fleisig, Genevieve Smith, Madeline Bossi, et al.2024 · 95 citations
  82. Jointly Learning to Extract and CompressAnnual Meeting of the Association for Computational Linguistics (ACL)Taylor Berg-Kirkpatrick, Dan Gillick, Dan Klein2011 · 95 citations
  83. Are You Looking? Grounding to Multiple Modalities in Vision-and-Language Navigation ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetRonghang Hu et al.2019 · 94 citations
  84. Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers ↗arXiv (Cornell University) · no summary yetZhuohan Li et al.2020 · 93 citations
  85. Less Grammar, More Features ↗Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetDavid Hall, Greg Durrett, Dan Klein2014 · 90 citations
  86. Why Do Multi-Agent LLM Systems Fail? ↗arXiv:2503.13657 · no summary yetMert Cemri et al.2025 · 89 citations
  87. Syntactic Transfer Using a Bilingual Lexicon ↗Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning · no summary yetGreg Durrett, Adam Pauls, Dan Klein2012 · 88 citations
  88. Structured Learning for Taxonomy Induction with Belief Propagation ↗Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMohit Bansal et al.2014 · 84 citations
  89. DOC: Improving Long Story Coherence With Detailed Outline ControlAnnual Meeting of the Association for Computational Linguistics (ACL)Kevin Yang, Dan Klein, Nanyun Peng, et al.2023 · 83 citations
  90. Error-Driven Analysis of Challenges in Coreference ResolutionJonathan K. Kummerfeld, Dan KleinEnglish · 83 citations
  91. Interpreting and Extending Classical Agglomerative Clustering Algorithms using a Model-Based approach ↗no summary yetSepandar D. Kamvar, Dan Klein, Christopher D. Manning2002 · 81 citations
  92. Pragmatically Informative Text GenerationSheng Shen, Daniel Fried, Jacob Andreas, et al.English · 78 citations
  93. A Probabilistic Approach to Diachronic Phonology ↗Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL) · no summary yetAlexandre Bouchard et al.2007 · 78 citations
  94. How much do word embeddings encode about syntax? ↗Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetJacob Andreas, Dan Klein2014 · 77 citations
  95. Teaching Introductory Artificial Intelligence with Pac-Man ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJohn DeNero, Dan Klein2010 · 77 citations
  96. When the Majority is Wrong: Modeling Annotator Disagreement for Subjective Tasks ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetEve Fleisig, Rediet Abebe, Dan Klein2023 · 74 citations
  97. Learning and inference for hierarchically split PCFGs ↗no summary yetSlav Petrov, Dan Klein2007 · 72 citations
  98. Disfluency Detection with a Semi-Markov Model and Prosodic Features ↗Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetJames Ferguson, Greg Durrett, Dan Klein2015 · 71 citations
  99. A* Parsing: Fast Exact Viterbi Parse Selection ↗Proceedings of the 2003 Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics · no summary yetDan Klein, Christopher D. Manning2003 · 70 citations
  100. Structure compilation ↗International Conference on Machine Learning · no summary yetPercy Liang, Hal Daumé, Dan Klein2008 · 69 citations

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