🧑‍🔬 Christopher D. Manning — all works

597 works · page 1 of 6 · 1–100 · ← Christopher D. Manning

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1. GloVe: Global Vectors for Word RepresentationConference on Empirical Methods in Natural Language Processing (EMNLP)Jeffrey Pennington, Richard Socher, Christopher Manning2014 · 38,706 citations
2. Introduction to Information Retrieval ↗textbook · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 12,021 citations
3. Foundations of statistical natural language processing ↗no summary yetChristopher D. Manning, Hinrich Schütze1999 · 10,628 citations
4. Effective Approaches to Attention-based Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Thang Luong, Hieu Pham, Christopher D. Manning2015 · 9,718 citations
5. Recursive Deep Models for Semantic Compositionality Over a Sentiment TreebankConference on Empirical Methods in Natural Language Processing (EMNLP)Richard Socher, Alex Perelygin, Jean Wu, et al.2013 · 9,138 citations
6. The Stanford CoreNLP Natural Language Processing ToolkitAnnual Meeting of the Association for Computational Linguistics (ACL)Christopher Manning, Mihai Surdeanu, John Bauer, et al.2014 · 8,644 citations
7. A large annotated corpus for learning natural language inferenceConference on Empirical Methods in Natural Language Processing (EMNLP)Samuel R. Bowman, Gabor Angeli, Christopher Potts, et al.2015 · 5,299 citations
8. Get To The Point: Summarization with Pointer-Generator Networks ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAbigail See, Peter J. Liu, Christopher D. Manning2017 · 5,225 citations
9. Accurate Unlexicalized ParsingDan Klein, Christopher D. ManningEnglish · 3,949 citations
10. Incorporating Non-local Information into Information Extraction Systems by Gibbs SamplingAnnual Meeting of the Association for Computational Linguistics (ACL)Jenny Rose Finkel, Trond Grenager, Christopher Manning2005 · 3,630 citations
11. Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks ↗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 yetKai Sheng Tai, Richard Socher, Christopher D. Manning2015 · 3,614 citations
12. 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
13. HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Zhilin Yang, Peng Qi, Saizheng Zhang, et al.2018 · 3,557 citations
14. Direct Preference Optimization: Your Language Model is Secretly a Reward ModelarXiv:2305.18290Rafael Rafailov, Archit Sharma, Eric Mitchell, et al.2023 · 2,896 citations
15. Generating Typed Dependency Parses from Phrase Structure ParsesMarie-Catherine de Marneffe, Bill MacCartney, Christopher D. ManningEnglish · 2,891 citations
16. Stanza: A Python Natural Language Processing Toolkit for Many Human LanguagesPeng Qi, Yuhao Zhang, Yuhui Zhang, et al.English · 2,352 citations
17. A Fast and Accurate Dependency Parser using Neural NetworksDanqi Chen, Christopher ManningEnglish · 2,314 citations
18. GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question AnsweringIEEE Computer Society Conference on Computer Vision and Pattern RecognitionDrew A. Hudson, Christopher D. Manning2019 · 2,078 citations
19. What Does BERT Look at? An Analysis of BERT's Attention ↗Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP · no summary yetKevin Clark et al.2019 · 2,049 citations
20. Reasoning With Neural Tensor Networks for Knowledge Base CompletionConference on Neural Information Processing Systems (NeurIPS)Richard Socher, Danqi Chen, Christopher D. Manning, et al.2013 · 1,810 citations
21. Universal Dependencies v1: A Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.English · 1,742 citations
22. Advances in natural language processing ↗Science · no summary yetJulia Hirschberg, Christopher D. Manning2015 · 1,731 citations
23. Semantic Compositionality through Recursive Matrix-Vector SpacesConference on Empirical Methods in Natural Language Processing (EMNLP)Richard Socher, Brody Huval, Christopher D. Manning, et al.2012 · 1,577 citations
24. CoQA: A Conversational Question Answering ChallengeTransactions of the Association for Computational Linguistics (TACL)Siva Reddy, Danqi Chen, Christopher D. Manning2019 · 1,555 citations
25. Semi-Supervised Recursive Autoencoders for Predicting Sentiment DistributionsConference on Empirical Methods in Natural Language Processing (EMNLP)Richard Socher, Jeffrey Pennington, Eric H. Huang, et al.2011 · 1,426 citations
26. Improving Word Representations via Global Context and Multiple Word PrototypesAnnual Meeting of the Association for Computational Linguistics (ACL)Eric Huang, Richard Socher, Christopher Manning, et al.2012 · 1,361 citations
27. Deep Biaffine Attention for Neural Dependency ParsingTimothy Dozat, Christopher D. ManningEnglish · 1,326 citations
28. Parsing Natural Scenes and Natural Language with Recursive Neural Networks ↗no summary yetRichard Socher et al.2011 · 1,287 citations
29. A Structural Probe for Finding Syntax in Word RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)John Hewitt, Christopher D. Manning2019 · 1,254 citations
30. Position-aware Attention and Supervised Data Improve Slot Filling ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetYuhao Zhang et al.2017 · 1,169 citations
31. The Stanford Typed Dependencies RepresentationMarie-Catherine de Marneffe, Christopher D. ManningMova's core list · 1,146 citations
32. Baselines and Bigrams: Simple, Good Sentiment and Topic ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Sida Wang, Christopher Manning2012 · 1,136 citations
33. Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech TaggerConference on Empirical Methods in Natural Language Processing (EMNLP)Kristina Toutanova, Christopher D. Manning2000 · 1,083 citations
34. Graph Convolution over Pruned Dependency Trees Improves Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Yuhao Zhang, Peng Qi, Christopher D. Manning2018 · 1,050 citations
35. Parsing with Compositional Vector Grammars ↗Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetRichard Socher et al.2013 · 1,044 citations
36. Better Word Representations with Recursive Neural Networks for MorphologyConference on Computational Natural Language Learning (CoNLL)Thang Luong, Richard Socher, Christopher Manning2013 · 1,027 citations
37. Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection ↗no summary yetRichard Socher et al.2011 · 1,022 citations
38. Holistic Evaluation of Language Models ↗arXiv:2211.09110 · Published in Transactions on Machine Learning Research (TMLR), 2023 · no summary yetPercy Liang et al.2022 · 1,001 citations
39. Grounded Compositional Semantics for Finding and Describing Images with SentencesTransactions of the Association for Computational Linguistics (TACL)Richard Socher, Andrej Karpathy, Quoc V. Le, et al.2014 · 932 citations
40. Fast Exact Inference with a Factored Model for Natural Language Parsing ↗no summary yetDan Klein, Christopher D. Manning2002 · 925 citations
41. Leveraging Linguistic Structure For Open Domain Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Gabor Angeli, Melvin Jose Johnson Premkumar, Christopher D. Manning2015 · 923 citations
42. Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.Mova's core list · 910 citations
43. Zero-Shot Learning Through Cross-Modal Transfer ↗arXiv (Cornell University) · no summary yetRichard Socher et al.2013 · 863 citations
44. Multi-instance Multi-label Learning for Relation Extraction ↗Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning · no summary yetMihai Surdeanu et al.2012 · 813 citations
45. Stanford typed dependencies manual ↗no summary yetMarie-Catherine de Marnee, Christopher D. Manning2010 · 718 citations
46. A Thorough Examination of the CNN/Daily Mail Reading Comprehension TaskAnnual Meeting of the Association for Computational Linguistics (ACL)Danqi Chen, Jason Bolton, Christopher D. Manning2016 · 699 citations
47. Bilingual Word Embeddings for Phrase-Based Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Will Y. Zou, Richard Socher, Daniel Cer, et al.2013 · 689 citations
48. 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
49. Universal Stanford dependencies: A cross-linguistic typologyMarie-Catherine de Marneffe, Timothy Dozat, Natalia Silveira, et al.English · 627 citations
50. CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Martin Popel, Milan Straka, et al.English · 604 citations
51. Stanford neural machine translation systems for spoken language domains ↗Proceedings of the 12th International Workshop on Spoken Language Translation: Evaluation Campaign · no summary yetMinh-Thang Luong, Christopher Manning2015 · 580 citations
52. Key-Value Retrieval Networks for Task-Oriented DialogueAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Mihail Eric, Lakshmi Krishnan, Francois Charette, et al.2017 · 568 citations
53. 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
54. Convolutional-Recursive Deep Learning for 3D Object Classification ↗no summary yetRichard Socher et al.2012 · 517 citations
55. Studying the History of Ideas Using Topic Models ↗Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing · no summary yetDavid Hall, Daniel Jurafsky, Christopher D. Manning2008 · 512 citations
56. Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics?Christopher D. ManningEnglish · 511 citations
57. Semi-Supervised Sequence Modeling with Cross-View TrainingConference on Empirical Methods in Natural Language Processing (EMNLP)Kevin Clark, Minh-Thang Luong, Christopher D. Manning, et al.2018 · 494 citations
58. DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability CurvaturearXiv:2301.11305Eric Mitchell, Yoonho Lee, Alexander Khazatsky, et al.2023 · 481 citations
59. Universal DependenciesComputational LinguisticsMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 480 citations
60. Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Minh-Thang Luong, Christopher D. Manning2016 · 475 citations
61. A Simple and Effective Hierarchical Phrase Reordering ModelConference on Empirical Methods in Natural Language Processing (EMNLP)Michel Galley, Christopher D. Manning2008 · 472 citations
62. Deep Reinforcement Learning for Mention-Ranking Coreference ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Kevin Clark, Christopher D. Manning2016 · 465 citations
63. Emergent linguistic structure in artificial neural networks trained by self-supervision ↗Proceedings of the National Academy of Sciences · no summary yetChristopher D. Manning et al.2020 · 461 citations
64. SUTime: A library for recognizing and normalizing time expressions ↗Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12) · no summary yetAngel X. Chang, Christopher Manning2012 · 459 citations
65. Bilingual Word Representations with Monolingual Quality in MindWorkshop on Vector Space Modeling for Natural Language ProcessingThang Luong, Hieu Pham, Christopher D. Manning2015 · 456 citations
66. A Multi-Pass Sieve for Coreference ResolutionKarthik Raghunathan, Heeyoung Lee, Sudarshan Rangarajan, et al.Mova's core list · 448 citations
67. Ergativity: Argument Structure and Grammatical Relations ↗no summary yetChristopher D. Manning1996 · 441 citations
68. A Conditional Random Field Word Segmenter for Sighan Bakeoff 2005SIGHAN Workshop on Chinese Language ProcessingHuihsin Tseng, Pichuan Chang, Galen Andrew, et al.2005 · 431 citations
69. Improving Coreference Resolution by Learning Entity-Level Distributed RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Kevin Clark, Christopher D. Manning2016 · 422 citations
70. Probabilistic models of language processing and acquisition ↗Trends in Cognitive Sciences · no summary yetNick Chater, Christopher D. Manning2006 · 422 citations
71. Optimizing Chinese Word Segmentation for Machine Translation PerformanceConference on Machine Translation (WMT)Pi-Chuan Chang, Michel Galley, Christopher D. Manning2008 · 421 citations
72. Termite ↗International Working Conference on Advanced Visual Interfaces (AVI) · no summary yetJason Chuang, Christopher D. Manning, Jeffrey Heer2012 · 420 citations
73. A Gold Standard Dependency Corpus for English ↗Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14) · no summary yetNatalia Silveira et al.2014 · 418 citations
74. Nested Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Jenny Rose Finkel, Christopher D. Manning2009 · 404 citations
75. Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetKatherine Tian et al.2023 · 393 citations
76. Generating Semantically Precise Scene Graphs from Textual Descriptions for Improved Image Retrieval ↗Proceedings of the Fourth Workshop on Vision and Language · no summary yetSebastian Schuster et al.2015 · 377 citations
77. Universal Dependency Parsing from Scratch ↗Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies · no summary yetPeng Qi et al.2018 · 373 citations
78. Is it Harder to Parse Chinese, or the Chinese Treebank? ↗Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics · no summary yetRoger Levy, Christopher D. Manning2003 · 349 citations
79. A Generative Constituent-Context Model for Improved Grammar InductionAnnual Meeting of the Association for Computational Linguistics (ACL)Dan Klein, Christopher D. Manning2002 · 348 citations
80. Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared TaskTimothy Dozat, Peng Qi, Christopher D. ManningEnglish · 346 citations
81. Enhanced English Universal Dependencies: An Improved Representation for Natural Language Understanding TasksSebastian Schuster, Christopher D. ManningEnglish · 337 citations
82. Fast Model Editing at Scale ↗arXiv:2110.11309 · no summary yetEric Mitchell et al.2021 · 332 citations
83. Contrastive Learning of Medical Visual Representations from Paired Images and Text ↗arXiv (Cornell University) · no summary yetYuhao Zhang et al.2020 · 326 citations
84. Universal Dependencies v2: An Evergrowing Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.English · 325 citations
85. A Fast Unified Model for Parsing and Sentence Understanding ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSamuel R. Bowman et al.2016 · 323 citations
86. Exploiting the Block Structure of the Web for Computing PageRank ↗Stanford InfoLab Technical Report 2003-17 · no summary yetSepandar D. Kamvar et al.2003 · 313 citations
87. Finding Contradictions in TextAnnual Meeting of the Association for Computational Linguistics (ACL)Marie-Catherine de Marneffe, Anna N. Rafferty, Christopher D. Manning2008 · 300 citations
88. Modeling Biological Processes for Reading ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP)Jonathan Berant, Vivek Srikumar, Pei-Chun Chen, et al.2014 · 292 citations
89. An extended model of natural logic ↗Proceedings of the Eighth International Conference on Computational Semantics · no summary yetBill MacCartney, Christopher D. Manning2009 · 287 citations
90. BAM! Born-Again Multi-Task Networks for Natural Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Kevin Clark, Minh-Thang Luong, Urvashi Khandelwal, et al.2019 · 285 citations
91. Fast dropout training ↗no summary yetSida Wang, Christopher D. Manning2013 · 277 citations
92. Hallucination-Free? Assessing the Reliability of Leading AI Legal Research ToolsarXiv:2405.20362Varun Magesh, Faiz Surani, Matthew Dahl, et al.2024 · 271 citations
93. Simpler but More Accurate Semantic Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Timothy Dozat, Christopher D. Manning2018 · 271 citations
94. Max-Margin Parsing ↗Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing · no summary yetBen Taskar et al.2004 · 268 citations
95. The efficacy of human post-editing for language translation ↗ACM SIGCHI Conference on Human Factors in Computing Systems (CHI) · no summary yetSpence Green, Jeffrey Heer, Christopher D. Manning2013 · 266 citations
96. Joint Parsing and Named Entity RecognitionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jenny Rose Finkel, Christopher D. Manning2009 · 264 citations
97. Efficient, Feature-based, Conditional Random Field ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Jenny Rose Finkel, Alex Kleeman, Christopher D. Manning2008 · 261 citations
98. Memory-Based Model Editing at Scale ↗arXiv:2206.06520 · no summary yetEric Mitchell et al.2022 · 255 citations
99. Entity-Centric Coreference Resolution with Model StackingAnnual Meeting of the Association for Computational Linguistics (ACL)Kevin Clark, Christopher D. Manning2015 · 253 citations
100. Joint Learning Improves Semantic Role LabelingAnnual Meeting of the Association for Computational Linguistics (ACL)Kristina Toutanova, Aria Haghighi, Christopher Manning2005 · 251 citations

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