Christopher D. Manning

Spence Green, Marie-Catherine de Marneffe, Christopher D. Manning: Parsing Models for Identifying Multiword Expressions. Computational Linguistics 39(1): 195-227 (2013)

Spence Green, Jeffrey Heer, Christopher D. Manning: The efficacy of human post-editing for language translation. CHI 2013: 439-448

Danqi Chen, Richard Socher, Christopher D. Manning, Andrew Y. Ng: Learning New Facts From Knowledge Bases With Neural Tensor Networks and Semantic Word Vectors. CoRR abs/1301.3618 (2013)

Richard Socher, Milind Ganjoo, Hamsa Sridhar, Osbert Bastani, Christopher D. Manning, Andrew Y. Ng: Zero-Shot Learning Through Cross-Modal Transfer. CoRR abs/1301.3666 (2013)

David McClosky, Sebastian Riedel, Mihai Surdeanu, Andrew McCallum, Christopher D. Manning: Combining joint models for biomedical event extraction. BMC Bioinformatics 13(S-11): S9 (2012)

Marie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts: Did It Happen? The Pragmatic Complexity of Veridicality Assessment. Computational Linguistics 38(2): 301-333 (2012)

Jason Chuang, Christopher D. Manning, Jeffrey Heer: "Without the clutter of unimportant words": Descriptive keyphrases for text visualization. ACM Trans. Comput.-Hum. Interact. 19(3): 19 (2012)

Richard Socher, Yoshua Bengio, Christopher D. Manning: Deep Learning for NLP (without Magic). ACL (Tutorial Abstracts) 2012: 5

Sida Wang, Christopher D. Manning: Baselines and Bigrams: Simple, Good Sentiment and Topic Classification. ACL (2) 2012: 90-94

Eric H. Huang, Richard Socher, Christopher D. Manning, Andrew Y. Ng: Improving Word Representations via Global Context and Multiple Word Prototypes. ACL (1) 2012: 873-882

Jason Chuang, Christopher D. Manning, Jeffrey Heer: Termite: visualization techniques for assessing textual topic models. AVI 2012: 74-77

Jason Chuang, Daniel Ramage, Christopher D. Manning, Jeffrey Heer: Interpretation and trust: designing model-driven visualizations for text analysis. CHI 2012: 443-452

Robert Munro, Christopher D. Manning: Short message communications: users, topics, and in-language processing. ACM DEV 2012: 4

Mihai Surdeanu, Julie Tibshirani, Ramesh Nallapati, Christopher D. Manning: Multi-instance Multi-label Learning for Relation Extraction. EMNLP-CoNLL 2012: 455-465

David McClosky, Christopher D. Manning: Learning Constraints for Consistent Timeline Extraction. EMNLP-CoNLL 2012: 873-882

Mengqiu Wang, Christopher D. Manning: Probabilistic Finite State Machines for Regression-based MT Evaluation. EMNLP-CoNLL 2012: 984-994

Richard Socher, Brody Huval, Christopher D. Manning, Andrew Y. Ng: Semantic Compositionality through Recursive Matrix-Vector Spaces. EMNLP-CoNLL 2012: 1201-1211

Spence Green, Nicholas Andrews, Matthew R. Gormley, Mark Dredze, Christopher D. Manning: Entity Clustering Across Languages. HLT-NAACL 2012: 60-69

Gabor Angeli, Christopher D. Manning, Daniel Jurafsky: Parsing Time: Learning to Interpret Time Expressions. HLT-NAACL 2012: 446-455

Richard Socher, Brody Huval, Bharath Putta Bath, Christopher D. Manning, Andrew Y. Ng: Convolutional-Recursive Deep Learning for 3D Object Classification. NIPS 2012: 665-673

Ramesh Nallapati, Daniel A. McFarland, Christopher D. Manning: TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents. Journal of Machine Learning Research - Proceedings Track 15: 543-551 (2011)

Richard Socher, Andrew L. Maas, Christopher D. Manning: Spectral Chinese Restaurant Processes: Nonparametric Clustering Based on Similarities. Journal of Machine Learning Research - Proceedings Track 15: 698-706 (2011)

David McClosky, Mihai Surdeanu, Christopher D. Manning: Event Extraction as Dependency Parsing. ACL 2011: 1626-1635

Christopher D. Manning: Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics? CICLing (1) 2011: 171-189

Richard Socher, Jeffrey Pennington, Eric H. Huang, Andrew Y. Ng, Christopher D. Manning: Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions. EMNLP 2011: 151-161

Spence Green, Marie-Catherine de Marneffe, John Bauer, Christopher D. Manning: Multiword Expression Identification with Tree Substitution Grammars: A Parsing tour de force with French. EMNLP 2011: 725-735

Mihai Surdeanu, Ramesh Nallapati, George Gregory, Joshua Walker, Christopher D. Manning: Risk analysis for intellectual property litigation. ICAIL 2011: 116-120

Richard Socher, Cliff Chiung-Yu Lin, Andrew Y. Ng, Christopher D. Manning: Parsing Natural Scenes and Natural Language with Recursive Neural Networks. ICML 2011: 129-136

Daniel Ramage, Christopher D. Manning, Susan T. Dumais: Partially labeled topic models for interpretable text mining. KDD 2011: 457-465

Richard Socher, Eric H. Huang, Jeffrey Pennington, Andrew Y. Ng, Christopher D. Manning: Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection. NIPS 2011: 801-809

Marie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts: Veridicality and Utterance Understanding. ICSC 2011: 430-437

Sharon Goldwater, Daniel Jurafsky, Christopher D. Manning: Which words are hard to recognize? Prosodic, lexical, and disfluency factors that increase speech recognition error rates. Speech Communication 52(3): 181-200 (2010)

Marie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts: "Was It Good? It Was Provocative." Learning the Meaning of Scalar Adjectives. ACL 2010: 167-176

Jenny Rose Finkel, Christopher D. Manning: Hierarchical Joint Learning: Improving Joint Parsing and Named Entity Recognition with Non-Jointly Labeled Data. ACL 2010: 720-728

Spence Green, Christopher D. Manning: Better Arabic Parsing: Baselines, Evaluations, and Analysis. COLING 2010: 394-402

Mengqiu Wang, Christopher D. Manning: Probabilistic Tree-Edit Models with Structured Latent Variables for Textual Entailment and Question Answering. COLING 2010: 1164-1172

Karthik Raghunathan, Heeyoung Lee, Sudarshan Rangarajan, Nate Chambers, Mihai Surdeanu, Dan Jurafsky, Christopher D. Manning: A Multi-Pass Sieve for Coreference Resolution. EMNLP 2010: 492-501

Daniel M. Cer, Marie-Catherine de Marneffe, Daniel Jurafsky, Christopher D. Manning: Parsing to Stanford Dependencies: Trade-offs between Speed and Accuracy. LREC 2010

Daniel M. Cer, Michel Galley, Daniel Jurafsky, Christopher D. Manning: Phrasal: A Statistical Machine Translation Toolkit for Exploring New Model Features. NAACL (Demos) 2010: 9-12

Robert Munro, Christopher D. Manning: Subword Variation in Text Message Classification. HLT-NAACL 2010: 510-518

Daniel M. Cer, Christopher D. Manning, Daniel Jurafsky: The Best Lexical Metric for Phrase-Based Statistical MT System Optimization. HLT-NAACL 2010: 555-563

Mihai Surdeanu, Christopher D. Manning: Ensemble Models for Dependency Parsing: Cheap and Good? HLT-NAACL 2010: 649-652

Spence Green, Michel Galley, Christopher D. Manning: Improved Models of Distortion Cost for Statistical Machine Translation. HLT-NAACL 2010: 867-875

Michel Galley, Christopher D. Manning: Accurate Non-Hierarchical Phrase-Based Translation. HLT-NAACL 2010: 966-974

Sebastian Padó, Daniel M. Cer, Michel Galley, Dan Jurafsky, Christopher D. Manning: Measuring machine translation quality as semantic equivalence: A metric based on entailment features. Machine Translation 23(2-3): 181-193 (2009)

Sebastian Padó, Michel Galley, Daniel Jurafsky, Christopher D. Manning: Robust Machine Translation Evaluation with Entailment Features. ACL/IJCNLP 2009: 297-305

Michel Galley, Christopher D. Manning: Quadratic-Time Dependency Parsing for Machine Translation. ACL/IJCNLP 2009: 773-781

Jenny Rose Finkel, Christopher D. Manning: Nested Named Entity Recognition. EMNLP 2009: 141-150

Daniel Ramage, David Hall, Ramesh Nallapati, Christopher D. Manning: Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora. EMNLP 2009: 248-256

Jenny Rose Finkel, Christopher D. Manning: Joint Parsing and Named Entity Recognition. HLT-NAACL 2009: 326-334

Jenny Rose Finkel, Christopher D. Manning: Hierarchical Bayesian Domain Adaptation. HLT-NAACL 2009: 602-610

Daniel Ramage, Anna N. Rafferty, Christopher D. Manning: Random Walks for Text Semantic Similarity. Graph-based Methods for Natural Language Processing 2009: 23-31

Eric Yeh, Daniel Ramage, Christopher D. Manning, Eneko Agirre, Aitor Soroa: WikiWalk: Random walks on Wikipedia for Semantic Relatedness. Graph-based Methods for Natural Language Processing 2009: 41-49

Daniel Ramage, Paul Heymann, Christopher D. Manning, Hector Garcia-Molina: Clustering the tagged web. WSDM 2009: 54-63

Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze: Introduction to information retrieval. Cambridge University Press 2008, isbn 978-0-521-86571-5, pp. I-XXI, 1-482

Kristina Toutanova, Aria Haghighi, Christopher D. Manning: A Global Joint Model for Semantic Role Labeling. Computational Linguistics 34(2): 161-191 (2008)

Jenny Rose Finkel, Christopher D. Manning: Enforcing Transitivity in Coreference Resolution. ACL (Short Papers) 2008: 45-48

Sharon Goldwater, Daniel Jurafsky, Christopher D. Manning: Which Words Are Hard to Recognize? Prosodic, Lexical, and Disfluency Factors that Increase ASR Error Rates. ACL 2008: 380-388

Jenny Rose Finkel, Alex Kleeman, Christopher D. Manning: Efficient, Feature-based, Conditional Random Field Parsing. ACL 2008: 959-967

Marie-Catherine de Marneffe, Anna N. Rafferty, Christopher D. Manning: Finding Contradictions in Text. ACL 2008: 1039-1047

Bill MacCartney, Christopher D. Manning: Modeling Semantic Containment and Exclusion in Natural Language Inference. COLING 2008: 521-528

David Hall, Daniel Jurafsky, Christopher D. Manning: Studying the History of Ideas Using Topic Models. EMNLP 2008: 363-371

Ramesh Nallapati, Christopher D. Manning: Legal Docket Classification: Where Machine Learning Stumbles. EMNLP 2008: 438-446

Bill MacCartney, Michel Galley, Christopher D. Manning: A Phrase-Based Alignment Model for Natural Language Inference. EMNLP 2008: 802-811

Michel Galley, Christopher D. Manning: A Simple and Effective Hierarchical Phrase Reordering Model. EMNLP 2008: 848-856

Thorsten Trippel, Michael Maxwell, Greville Corbett, Cambell Prince, Christopher D. Manning, Stephen Grimes, Steve Moran: Lexicon Schemas and Related Data Models: when Standards Meet Users. LREC 2008

Marie-Catherine de Marneffe, Trond Grenager, Bill MacCartney, Daniel M. Cer, Daniel Ramage, Chloé Kiddon, Christopher D. Manning: Robust Graph Alignment Methods for Textual Inference and Machine Reading. AAAI Spring Symposium: Machine Reading 2007: 36-42

Jenny Rose Finkel, Trond Grenager, Christopher D. Manning: The Infinite Tree. ACL 2007

Yun-Hsuan Sung, Constantinos Boulis, Christopher D. Manning, Dan Jurafsky: Regularization, adaptation, and non-independent features improve hidden conditional random fields for phone classification. ASRU 2007: 347-352

Vijay Krishnan, Christopher D. Manning: An Effective Two-Stage Model for Exploiting Non-Local Dependencies in Named Entity Recognition. ACL 2006

Trond Grenager, Christopher D. Manning: Unsupervised Discovery of a Statistical Verb Lexicon. EMNLP 2006: 1-8

Jenny Rose Finkel, Christopher D. Manning, Andrew Y. Ng: Solving the Problem of Cascading Errors: Approximate Bayesian Inference for Linguistic Annotation Pipelines. EMNLP 2006: 618-626

Bill MacCartney, Trond Grenager, Marie-Catherine de Marneffe, Daniel M. Cer, Christopher D. Manning: Learning to recognize features of valid textual entailments. HLT-NAACL 2006

Jenny Rose Finkel, Shipra Dingare, Christopher D. Manning, Malvina Nissim, Beatrice Alex, Claire Grover: Exploring the boundaries: gene and protein identification in biomedical text. BMC Bioinformatics 6(S-1) (2005)

Dan Klein, Christopher D. Manning: Natural language grammar induction with a generative constituent-context model. Pattern Recognition 38(9): 1407-1419 (2005)

Rajat Raina, Andrew Y. Ng, Christopher D. Manning: Robust Textual Inference Via Learning and Abductive Reasoning. AAAI 2005: 1099-1105

Jenny Rose Finkel, Trond Grenager, Christopher D. Manning: Incorporating Non-local Information into Information Extraction Systems by Gibbs Sampling. ACL 2005

Trond Grenager, Dan Klein, Christopher D. Manning: Unsupervised Learning of Field Segmentation Models for Information Extraction. ACL 2005

Kristina Toutanova, Aria Haghighi, Christopher D. Manning: Joint Learning Improves Semantic Role Labeling. ACL 2005

Aria Haghighi, Andrew Y. Ng, Christopher D. Manning: Robust Textual Inference via Graph Matching. HLT/EMNLP 2005

Roger Levy, Christopher D. Manning: Deep Dependencies from Context-Free Statistical Parsers: Correcting the Surface Dependency Approximation. ACL 2004: 327-334

Dan Klein, Christopher D. Manning: Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency. ACL 2004: 478-485

Satoshi Oyama, Christopher D. Manning: Using Feature Conjunctions Across Examples for Learning Pairwise Classifiers. ECML 2004: 322-333

Ben Taskar, Dan Klein, Michael Collins, Daphne Koller, Christopher D. Manning: Max-Margin Parsing. EMNLP 2004: 1-8

Galen Andrew, Trond Grenager, Christopher D. Manning: Verb Sense and Subcategorization: Using Joint Inference to Improve Performance on Complementary Task. EMNLP 2004: 150-157

Kristina Toutanova, Penka Markova, Christopher D. Manning: The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection. EMNLP 2004: 166-173

Kristina Toutanova, Christopher D. Manning, Andrew Y. Ng: Learning random walk models for inducing word dependency distributions. ICML 2004

Dan Klein, Christopher D. Manning: Accurate Unlexicalized Parsing. ACL 2003: 423-430

Roger Levy, Christopher D. Manning: Is it Harder to Parse Chinese, or the Chinese Treebank? ACL 2003: 439-446

Cynthia A. Thompson, Roger Levy, Christopher D. Manning: A Generative Model for Semantic Role Labeling. ECML 2003: 397-408

Kristina Toutanova, Mark Mitchell, Christopher D. Manning: Optimizing Local Probability Models for Statistical Parsing. ECML 2003: 409-420

Sepandar D. Kamvar, Dan Klein, Christopher D. Manning: Spectral Learning. IJCAI 2003: 561-566

Dan Klein, Christopher D. Manning: Factored A^* Search for Models over Sequences and Trees. IJCAI 2003: 1246-1251

Dan Klein, Christopher D. Manning: A* Parsing: Fast Exact Viterbi Parse Selection. HLT-NAACL 2003

Christopher D. Manning, Dan Klein: Optimization, Maxent Models, and Conditional Estimation without Magic. HLT-NAACL 2003

Kristina Toutanova, Dan Klein, Christopher D. Manning, Yoram Singer: Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network. HLT-NAACL 2003

Ofer Dekel, Christopher D. Manning, Yoram Singer: Log-Linear Models for Label Ranking. NIPS 2003

Sepandar D. Kamvar, Taher H. Haveliwala, Christopher D. Manning, Gene H. Golub: Extrapolation methods for accelerating PageRank computations. WWW 2003: 261-270

Dan Klein, Christopher D. Manning: A Generative Constituent-Context Model for Improved Grammar Induction. ACL 2002: 128-135

Stephan Oepen, Kristina Toutanova, Stuart M. Shieber, Christopher D. Manning, Dan Flickinger, Thorsten Brants: The LinGO Redwoods Treebank: Motivation and Preliminary Applications. COLING 2002

Sepandar D. Kamvar, Dan Klein, Christopher D. Manning: Interpreting and Extending Classical Agglomerative Clustering Algorithms using a Model-Based approach. ICML 2002: 283-290

Dan Klein, Sepandar D. Kamvar, Christopher D. Manning: From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering. ICML 2002: 307-314

Dan Klein, Christopher D. Manning: Fast Exact Inference with a Factored Model for Natural Language Parsing. NIPS 2002: 3-10

Christopher D. Manning, Hinrich Schütze: Foundations of statistical natural language processing. MIT Press 2001, isbn 978-0-262-13360-9, pp. I-XXXVII, 1-680

Dan Klein, Christopher D. Manning: Parsing with Treebank Grammars: Empirical Bounds, Theoretical Models, and the Structure of the Penn Treebank. ACL 2001: 330-337

Dan Klein, Christopher D. Manning: Parsing and Hypergraphs. IWPT 2001

Dan Klein, Christopher D. Manning: Natural Language Grammar Induction Using a Constituent-Context Model. NIPS 2001: 35-42

Christopher D. Manning, Bob Carpenter: Probabilistic Parsing Using Left Corner Language Models. CoRR cmp-lg/9711003 (1997)

Christopher D. Manning: Automatic Acquisition of a Large Subcategorization Dictionary from Corpora. ACL 1993: 235-242