Automatic Acquisition of a Large Subcategorization Dictionary from Corpora. - Christopher D. Manning (ACL, 1993)

Probabilistic Parsing using Left Corner Language Models. - Christopher D. Manning; Bob Carpenter (IWPT, 1997)

The segmentation problem in morphology learning. - Christopher D. Manning (CoNLL, 1998)

Linguistics in an Age of Engineering. - Christopher D. Manning (PACLIC, 1999)

What's related? Generalizing approaches to related articles in medicine. - Howard R. Strasberg; Christopher D. Manning; Thomas C. Rindfleisch; Kenneth L. Melmon (AMIA, 2000)

Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech Tagger. - Kristina Toutanvoa; Christopher D. Manning (EMNLP, 2000)

Foundations of statistical natural language processing. - Christopher D. Manning; Hinrich Schütze (MIT Press, 2001)

Parsing with Treebank Grammars: Empirical Bounds, Theoretical Models, and the Structure of the Penn Treebank. - Dan Klein 001; Christopher D. Manning (ACL, 2001)

Distributional phrase structure induction. - Dan Klein 001; Christopher D. Manning (CoNLL, 2001)

Parsing and Hypergraphs. - Dan Klein 001; Christopher D. Manning (IWPT, 2001)

Natural Language Grammar Induction Using a Constituent-Context Model. - Dan Klein 001; Christopher D. Manning (NIPS, 2001)

Kirrkirr: Software for Browsing and Visual Exploration of a Structured Warlpiri Dictionary. - Christopher D. Manning; Kevin Jansz; Nitin Indurkhya (Lit. Linguistic Comput., 2001)

A Generative Constituent-Context Model for Improved Grammar Induction. - Dan Klein 001; Christopher D. Manning (ACL, 2002)

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

Feature Selection for a Rich HPSG Grammar Using Decision Trees. - Kristina Toutanova; Christopher D. Manning (CoNLL, 2002)

Conditional Structure versus Conditional Estimation in NLP Models. - Dan Klein 001; Christopher D. Manning (EMNLP, 2002)

Extentions to HMM-based Statistical Word Alignment Models. - Kristina Toutanova; H. Tolga Ilhan; Christopher D. Manning (EMNLP, 2002)

Interpreting and Extending Classical Agglomerative Clustering Algorithms using a Model-Based approach. - Sepandar D. Kamvar; Dan Klein 001; Christopher D. Manning (ICML, 2002)

From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering. - Dan Klein 001; Sepandar D. Kamvar; Christopher D. Manning (ICML, 2002)

Fast Exact Inference with a Factored Model for Natural Language Parsing. - Dan Klein 001; Christopher D. Manning (NIPS, 2002)

Combining Heterogeneous Classifiers for Word Sense Disambiguation. - Dan Klein 001; Kristina Toutanova; H. Tolga Ilhan; Sepandar D. Kamvar; Christopher D. Manning (SENSEVAL, 2002)

Accurate Unlexicalized Parsing. - Dan Klein 001; Christopher D. Manning (ACL, 2003)

Is it Harder to Parse Chinese, or the Chinese Treebank? - Roger Levy; Christopher D. Manning (ACL, 2003)

Named Entity Recognition with Character-Level Models. - Dan Klein 001; Joseph Smarr; Huy Nguyen; Christopher D. Manning (CoNLL, 2003)

A Generative Model for Semantic Role Labeling. - Cynthia A. Thompson; Roger Levy; Christopher D. Manning (ECML, 2003)

Optimizing Local Probability Models for Statistical Parsing. - Kristina Toutanova; Mark Mitchell; Christopher D. Manning (ECML, 2003)

Spectral Learning. - Sepandar D. Kamvar; Dan Klein 001; Christopher D. Manning (IJCAI, 2003)

Factored A* Search for Models over Sequences and Trees. - Dan Klein 001; Christopher D. Manning (IJCAI, 2003)

A* Parsing: Fast Exact Viterbi Parse Selection. - Dan Klein 001; Christopher D. Manning (HLT-NAACL, 2003)

Optimization, Maxent Models, and Conditional Estimation without Magic. - Christopher D. Manning; Dan Klein 001 (HLT-NAACL, 2003)

Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network. - Kristina Toutanova; Dan Klein 001; Christopher D. Manning; Yoram Singer (HLT-NAACL, 2003)

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

Extrapolation methods for accelerating PageRank computations. - Sepandar D. Kamvar; Taher H. Haveliwala; Christopher D. Manning; Gene H. Golub (WWW, 2003)

Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency. - Dan Klein 001; Christopher D. Manning (ACL, 2004)

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

Exploiting Context for Biomedical Entity Recognition: From Syntax to the Web. - Jenny Rose Finkel; Shipra Dingare; Huy Nguyen; Malvina Nissim; Christopher D. Manning; Gail Sinclair (NLPBA/BioNLP, 2004)

Language Learning: Beyond Thunderdome. - Christopher D. Manning (CoNLL, 2004)

Using Feature Conjunctions Across Examples for Learning Pairwise Classifiers. - Satoshi Oyama; Christopher D. Manning (ECML, 2004)

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

Max-Margin Parsing. - Ben Taskar; Dan Klein 001; Michael Collins 001; Daphne Koller; Christopher D. Manning (EMNLP, 2004)

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

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

Robust Textual Inference Via Learning and Abductive Reasoning. - Rajat Raina; Andrew Y. Ng; Christopher D. Manning (AAAI, 2005)

A Conditional Random Field Word Segmenter for Sighan Bakeoff 2005. - Huihsin Tseng; Pi-Chuan Chang; Galen Andrew; Daniel Jurafsky; Christopher D. Manning (SIGHAN@IJCNLP 2005, 2005)

Morphological features help POS tagging of unknown words across language varieties. - Huihsin Tseng; Daniel Jurafsky; Christopher D. Manning (SIGHAN@IJCNLP 2005, 2005)

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

Unsupervised Learning of Field Segmentation Models for Information Extraction. - Trond Grenager; Dan Klein 001; Christopher D. Manning (ACL, 2005)

Joint Learning Improves Semantic Role Labeling. - Kristina Toutanova; Aria Haghighi; Christopher D. Manning (ACL, 2005)

A Joint Model for Semantic Role Labeling. - Aria Haghighi; Kristina Toutanova; Christopher D. Manning (CoNLL, 2005)

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

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

Natural language grammar induction with a generative constituent-context model. - Dan Klein 001; Christopher D. Manning (Pattern Recognit., 2005)

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

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

Unsupervised Discovery of a Statistical Verb Lexicon. - Trond Grenager; Christopher D. Manning (EMNLP, 2006)

Generating Typed Dependency Parses from Phrase Structure Parses. - Marie-Catherine de Marneffe; Bill MacCartney; Christopher D. Manning (LREC, 2006)

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

Graphical Model Representations of Word Lattices. - Gang Ji; Jeff A. Bilmes; Jeff Michels; Katrin Kirchhoff; Christopher D. Manning (SLT, 2006)

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

Learning Alignments and Leveraging Natural Logic. - Nathanael Chambers; Daniel M. Cer; Trond Grenager; David Hall 006; Chloé Kiddon; Bill MacCartney; Marie-Catherine de Marneffe; Daniel Ramage; Eric Yeh; Christopher D. Manning (ACL-PASCAL@ACL, 2007)

The Infinite Tree. - Jenny Rose Finkel; Trond Grenager; Christopher D. Manning (ACL, 2007)

Natural Logic for Textual Inference. - Bill MacCartney; Christopher D. Manning (ACL-PASCAL@ACL, 2007)

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

Introduction to information retrieval. - Christopher D. Manning; Prabhakar Raghavan; Hinrich Schütze (Cambridge University Press, 2008)

Efficient, Feature-based, Conditional Random Field Parsing. - Jenny Rose Finkel; Alex Kleeman; Christopher D. Manning (ACL, 2008)

Enforcing Transitivity in Coreference Resolution. - Jenny Rose Finkel; Christopher D. Manning (ACL (2), 2008)

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

Finding Contradictions in Text. - Marie-Catherine de Marneffe; Anna N. Rafferty; Christopher D. Manning (ACL, 2008)

Modeling Semantic Containment and Exclusion in Natural Language Inference. - Bill MacCartney; Christopher D. Manning (COLING, 2008)

The Stanford Typed Dependencies Representation. - Marie-Catherine de Marneffe; Christopher D. Manning (CF+CDPE@COLING, 2008)

A Simple and Effective Hierarchical Phrase Reordering Model. - Michel Galley; Christopher D. Manning (EMNLP, 2008)

Studying the History of Ideas Using Topic Models. - David Hall 006; Daniel Jurafsky; Christopher D. Manning (EMNLP, 2008)

A Phrase-Based Alignment Model for Natural Language Inference. - Bill MacCartney; Michel Galley; Christopher D. Manning (EMNLP, 2008)

Legal Docket Classification: Where Machine Learning Stumbles. - Ramesh Nallapati; Christopher D. Manning (EMNLP, 2008)

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

Deciding Entailment and Contradiction with Stochastic and Edit Distance-based Alignment. - Sebastian Padó; Marie-Catherine de Marneffe; Bill MacCartney; Anna N. Rafferty; Eric Yeh; Christopher D. Manning (TAC, 2008)

Regularization and Search for Minimum Error Rate Training. - Daniel M. Cer; Dan Jurafsky; Christopher D. Manning (WMT@ACL, 2008)

Optimizing Chinese Word Segmentation for Machine Translation Performance. - Pi-Chuan Chang; Michel Galley; Christopher D. Manning (WMT@ACL, 2008)

A Global Joint Model for Semantic Role Labeling. - Kristina Toutanova; Aria Haghighi; Christopher D. Manning (Comput. Linguistics, 2008)

Presupposed Content and Entailments in Natural Language Inference. - David Clausen; Christopher D. Manning (TextInfer@ACL, 2009)

Quadratic-Time Dependency Parsing for Machine Translation. - Michel Galley; Christopher D. Manning (ACL/IJCNLP, 2009)

Multi-word expressions in textual inference: Much ado about nothing? - Marie-Catherine de Marneffe; Sebastian Padó; Christopher D. Manning (TextInfer@ACL, 2009)

Robust Machine Translation Evaluation with Entailment Features. - Sebastian Padó; Michel Galley; Daniel Jurafsky; Christopher D. Manning (ACL/IJCNLP, 2009)

Nested Named Entity Recognition. - Jenny Rose Finkel; Christopher D. Manning (EMNLP, 2009)

Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora. - Daniel Ramage; David Hall 006; Ramesh Nallapati; Christopher D. Manning (EMNLP, 2009)

An extended model of natural logic. - Bill MacCartney; Christopher D. Manning (IWCS, 2009)

Joint Parsing and Named Entity Recognition. - Jenny Rose Finkel; Christopher D. Manning (HLT-NAACL, 2009)

Hierarchical Bayesian Domain Adaptation. - Jenny Rose Finkel; Christopher D. Manning (HLT-NAACL, 2009)

Discriminative Reordering with Chinese Grammatical Relations Features. - Pi-Chuan Chang; Huihsin Tseng; Dan Jurafsky; Christopher D. Manning (SSST@HLT-NAACL, 2009)

Stanford-UBC at TAC-KBP. - Eneko Agirre; Angel X. Chang; Daniel Jurafsky; Christopher D. Manning; Valentin I. Spitkovsky; Eric Yeh (TAC, 2009)

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

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

Disambiguating "DE" for Chinese-English Machine Translation. - Pi-Chuan Chang; Daniel Jurafsky; Christopher D. Manning (WMT@EACL, 2009)

Machine Translation Evaluation with Textual Entailment Features. - Sebastian Padó; Michel Galley; Daniel Jurafsky; Christopher D. Manning (WMT@EACL, 2009)

Clustering the tagged web. - Daniel Ramage; Paul Heymann; Christopher D. Manning; Hector Garcia-Molina (WSDM, 2009)

Measuring machine translation quality as semantic equivalence: A metric based on entailment features. - Sebastian Padó; Daniel M. Cer; Michel Galley; Dan Jurafsky; Christopher D. Manning (Mach. Transl., 2009)

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

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

Better Arabic Parsing: Baselines, Evaluations, and Analysis. - Spence Green; Christopher D. Manning (COLING, 2010)

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

Viterbi Training Improves Unsupervised Dependency Parsing. - Valentin I. Spitkovsky; Hiyan Alshawi; Daniel Jurafsky; Christopher D. Manning (CoNLL, 2010)

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

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

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

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

Accurate Non-Hierarchical Phrase-Based Translation. - Michel Galley; Christopher D. Manning (HLT-NAACL, 2010)

Improved Models of Distortion Cost for Statistical Machine Translation. - Spence Green; Michel Galley; Christopher D. Manning (HLT-NAACL, 2010)

Subword Variation in Text Message Classification. - Robert Munro; Christopher D. Manning (HLT-NAACL, 2010)

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

Stanford-UBC Entity Linking at TAC-KBP. - Angel X. Chang; Valentin I. Spitkovsky; Eric Yeh; Christopher D. Manning; Eneko Agirre (TAC, 2010)

A Simple Distant Supervision Approach for the TAC-KBP Slot Filling Task. - Mihai Surdeanu; David McClosky; Julie Tibshirani; John Bauer; Angel X. Chang; Valentin I. Spitkovsky; Christopher D. Manning (TAC, 2010)

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

Event Extraction as Dependency Parsing. - David McClosky; Mihai Surdeanu; Christopher D. Manning (ACL, 2011)

Customizing an Information Extraction System to a New Domain. - Mihai Surdeanu; David McClosky; Mason Smith; Andrey Gusev; Christopher D. Manning (RELMS@ACL, 2011)

Event Extraction as Dependency Parsing for BioNLP 2011. - David McClosky; Mihai Surdeanu; Christopher D. Manning (BioNLP@ACL (Shared Task), 2011)

Model Combination for Event Extraction in BioNLP 2011. - Sebastian Riedel 001; David McClosky; Mihai Surdeanu; Andrew McCallum; Christopher D. Manning (BioNLP@ACL (Shared Task), 2011)

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

Natural Language Processing Tools for the Digital Humanities. - Christopher D. Manning (DH, 2011)

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

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

Risk analysis for intellectual property litigation. - Mihai Surdeanu; Ramesh Nallapati; George Gregory; Joshua Walker; Christopher D. Manning (ICAIL, 2011)

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

Analyzing the Dynamics of Research by Extracting Key Aspects of Scientific Papers. - Sonal Gupta; Christopher D. Manning (IJCNLP, 2011)

Partially labeled topic models for interpretable text mining. - Daniel Ramage; Christopher D. Manning; Susan T. Dumais (KDD, 2011)

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

Veridicality and Utterance Understanding. - Marie-Catherine de Marneffe; Christopher D. Manning; Christopher Potts (ICSC, 2011)

Stanford-UBC Entity Linking at TAC-KBP, Again. - Angel X. Chang; Valentin I. Spitkovsky; Christopher D. Manning; Eneko Agirre (TAC, 2011)

Stanford's Distantly-Supervised Slot-Filling System. - Mihai Surdeanu; Sonal Gupta; John Bauer; David McClosky; Angel X. Chang; Valentin I. Spitkovsky; Christopher D. Manning (TAC, 2011)

TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents. - Ramesh Nallapati; Daniel A. McFarland; Christopher D. Manning (AISTATS, 2011)

Spectral Chinese Restaurant Processes: Nonparametric Clustering Based on Similarities. - Richard Socher; Andrew L. Maas; Christopher D. Manning (AISTATS, 2011)

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

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

Baselines and Bigrams: Simple, Good Sentiment and Topic Classification. - Sida Wang 001; Christopher D. Manning (ACL (2), 2012)

Accurate Unsupervised Joint Named-Entity Extraction from Unaligned Parallel Text. - Robert Munro; Christopher D. Manning (NEWS@ACL, 2012)

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

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

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

Learning Constraints for Consistent Timeline Extraction. - David McClosky; Christopher D. Manning (EMNLP-CoNLL, 2012)

Semantic Compositionality through Recursive Matrix-Vector Spaces. - Richard Socher; Brody Huval; Christopher D. Manning; Andrew Y. Ng (EMNLP-CoNLL, 2012)

Multi-instance Multi-label Learning for Relation Extraction. - Mihai Surdeanu; Julie Tibshirani; Ramesh Nallapati; Christopher D. Manning (EMNLP-CoNLL, 2012)

Probabilistic Finite State Machines for Regression-based MT Evaluation. - Mengqiu Wang; Christopher D. Manning (EMNLP-CoNLL, 2012)

SUTime: A library for recognizing and normalizing time expressions. - Angel X. Chang; Christopher D. Manning (LREC, 2012)

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

Entity Clustering Across Languages. - Spence Green; Nicholas Andrews; Matthew R. Gormley; Mark Dredze; Christopher D. Manning (HLT-NAACL, 2012)

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

SPEDE: Probabilistic Edit Distance Metrics for MT Evaluation. - Mengqiu Wang; Christopher D. Manning (WMT@NAACL-HLT, 2012)

Combining joint models for biomedical event extraction. - David McClosky; Sebastian Riedel 001; Mihai Surdeanu; Andrew McCallum; Christopher D. Manning (BMC Bioinform., 2012)

Did It Happen? The Pragmatic Complexity of Veridicality Assessment. - Marie-Catherine de Marneffe; Christopher D. Manning; Christopher Potts (Comput. Linguistics, 2012)

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

Effective Bilingual Constraints for Semi-Supervised Learning of Named Entity Recognizers. - Mengqiu Wang; Wanxiang Che; Christopher D. Manning (AAAI, 2013)

Fast and Adaptive Online Training of Feature-Rich Translation Models. - Spence Green; Sida Wang 001; Daniel M. Cer; Christopher D. Manning (ACL (1), 2013)

Parsing with Compositional Vector Grammars. - Richard Socher; John Bauer; Christopher D. Manning; Andrew Y. Ng (ACL (1), 2013)

Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition. - Mengqiu Wang; Wanxiang Che; Christopher D. Manning (ACL (1), 2013)

The efficacy of human post-editing for language translation. - Spence Green; Jeffrey Heer; Christopher D. Manning (CHI, 2013)

Philosophers are Mortal: Inferring the Truth of Unseen Facts. - Gabor Angeli; Christopher D. Manning (CoNLL, 2013)

Better Word Representations with Recursive Neural Networks for Morphology. - Thang Luong; Richard Socher; Christopher D. Manning (CoNLL, 2013)

More Constructions, More Genres: Extending Stanford Dependencies. - Marie-Catherine de Marneffe; Miriam Connor; Natalia Silveira; Samuel R. Bowman; Timothy Dozat; Christopher D. Manning (DepLing, 2013)

Learning Biological Processes with Global Constraints. - Aju Thalappillil Scaria; Jonathan Berant; Mengqiu Wang; Peter Clark; Justin Lewis; Brittany Harding; Christopher D. Manning (EMNLP, 2013)

Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank. - Richard Socher; Alex Perelygin; Jean Wu; Jason Chuang; Christopher D. Manning; Andrew Y. Ng; Christopher Potts (EMNLP, 2013)

Feature Noising for Log-Linear Structured Prediction. - Sida Wang 001; Mengqiu Wang; Stefan Wager; Percy Liang; Christopher D. Manning (EMNLP, 2013)

Bilingual Word Embeddings for Phrase-Based Machine Translation. - Will Y. Zou; Richard Socher; Daniel M. Cer; Christopher D. Manning (EMNLP, 2013)

Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment. - Jason Chuang; Sonal Gupta; Christopher D. Manning; Jeffrey Heer (ICML (3), 2013)

Fast dropout training. - Sida Wang 001; Christopher D. Manning (ICML (2), 2013)

Learning a Product of Experts with Elitist Lasso. - Mengqiu Wang; Christopher D. Manning (IJCNLP, 2013)

Effect of Non-linear Deep Architecture in Sequence Labeling. - Mengqiu Wang; Christopher D. Manning (IJCNLP, 2013)

Named Entity Recognition with Bilingual Constraints. - Wanxiang Che; Mengqiu Wang; Christopher D. Manning; Ting Liu 001 (HLT-NAACL, 2013)

Deep Learning for NLP (without Magic). - Richard Socher; Christopher D. Manning (HLT-NAACL, 2013)

Reasoning With Neural Tensor Networks for Knowledge Base Completion. - Richard Socher; Danqi Chen 001; Christopher D. Manning; Andrew Y. Ng (NIPS, 2013)

Zero-Shot Learning Through Cross-Modal Transfer. - Richard Socher; Milind Ganjoo; Christopher D. Manning; Andrew Y. Ng (NIPS, 2013)

SUTime: Evaluation in TempEval-3. - Angel X. Chang; Christopher D. Manning (SemEval@NAACL-HLT, 2013)

Stanford's 2013 KBP System. - Gabor Angeli; Arun Tejasvi Chaganty; Angel X. Chang; Kevin Reschke; Julie Tibshirani; Jean Wu; Osbert Bastani; Keith Siilats; Christopher D. Manning (TAC, 2013)

Positive Diversity Tuning for Machine Translation System Combination. - Daniel M. Cer; Christopher D. Manning; Dan Jurafsky (WMT@ACL, 2013)

Feature-Rich Phrase-based Translation: Stanford University's Submission to the WMT 2013 Translation Task. - Spence Green; Daniel M. Cer; Kevin Reschke; Rob Voigt; John Bauer; Sida Wang 001; Natalia Silveira; Julia Neidert; Christopher D. Manning (WMT@ACL, 2013)

Parsing Models for Identifying Multiword Expressions. - Spence Green; Marie-Catherine de Marneffe; Christopher D. Manning (Comput. Linguistics, 2013)

Cross-lingual Pseudo-Projected Expectation Regularization for Weakly Supervised Learning. - Mengqiu Wang; Christopher D. Manning (CoRR, 2013)

Learning New Facts From Knowledge Bases With Neural Tensor Networks and Semantic Word Vectors - Danqi Chen 001; Richard Socher; Christopher D. Manning; Andrew Y. Ng (ICLR (Workshop Poster), 2013)

Zero-Shot Learning Through Cross-Modal Transfer - Richard Socher; Milind Ganjoo; Hamsa Sridhar; Osbert Bastani; Christopher D. Manning; Andrew Y. Ng (ICLR (Workshop), 2013)

Faster Phrase-Based Decoding by Refining Feature State. - Kenneth Heafield; Michael Kayser; Christopher D. Manning (ACL (2), 2014)

The Stanford CoreNLP Natural Language Processing Toolkit. - Christopher D. Manning; Mihai Surdeanu; John Bauer; Jenny Rose Finkel; Steven Bethard; David McClosky (ACL (System Demonstrations), 2014)

Word Segmentation of Informal Arabic with Domain Adaptation. - Will Monroe; Spence Green; Christopher D. Manning (ACL (2), 2014)

Robust Logistic Regression using Shift Parameters. - Julie Tibshirani; Christopher D. Manning (ACL (2), 2014)

Two Knives Cut Better Than One: Chinese Word Segmentation with Dual Decomposition. - Mengqiu Wang; Rob Voigt; Christopher D. Manning (ACL (2), 2014)

TransPhoner: automated mnemonic keyword generation. - Manolis Savva; Angel X. Chang; Christopher D. Manning; Pat Hanrahan (CHI, 2014)

Improved Pattern Learning for Bootstrapped Entity Extraction. - Sonal Gupta; Christopher D. Manning (CoNLL, 2014)

NaturalLI: Natural Logic Inference for Common Sense Reasoning. - Gabor Angeli; Christopher D. Manning (EMNLP, 2014)

Combining Distant and Partial Supervision for Relation Extraction. - Gabor Angeli; Julie Tibshirani; Jean Wu; Christopher D. Manning (EMNLP, 2014)

Modeling Biological Processes for Reading Comprehension. - Jonathan Berant; Vivek Srikumar; Pei-Chun Chen; Abby Vander Linden; Brittany Harding; Brad Huang; Peter Clark; Christopher D. Manning (EMNLP, 2014)

Learning Spatial Knowledge for Text to 3D Scene Generation. - Angel X. Chang; Manolis Savva; Christopher D. Manning (EMNLP, 2014)

A Fast and Accurate Dependency Parser using Neural Networks. - Danqi Chen 001; Christopher D. Manning (EMNLP, 2014)

Human Effort and Machine Learnability in Computer Aided Translation. - Spence Green; Sida I. Wang; Jason Chuang; Jeffrey Heer; Sebastian Schuster; Christopher D. Manning (EMNLP, 2014)

Glove: Global Vectors for Word Representation. - Jeffrey Pennington; Richard Socher; Christopher D. Manning (EMNLP, 2014)

Universal Stanford dependencies: A cross-linguistic typology. - Marie-Catherine de Marneffe; Timothy Dozat; Natalia Silveira; Katri Haverinen; Filip Ginter; Joakim Nivre; Christopher D. Manning (LREC, 2014)

Event Extraction Using Distant Supervision. - Kevin Reschke; Martin Jankowiak; Mihai Surdeanu; Christopher D. Manning; Daniel Jurafsky (LREC, 2014)

A Gold Standard Dependency Corpus for English. - Natalia Silveira; Timothy Dozat; Marie-Catherine de Marneffe; Samuel R. Bowman; Miriam Connor; John Bauer; Christopher D. Manning (LREC, 2014)

Simple MAP Inference via Low-Rank Relaxations. - Roy Frostig; Sida Wang 001; Percy Liang; Christopher D. Manning (NIPS, 2014)

Global Belief Recursive Neural Networks. - Romain Paulus; Richard Socher; Christopher D. Manning (NIPS, 2014)

Learning Distributed Representations for Structured Output Prediction. - Vivek Srikumar; Christopher D. Manning (NIPS, 2014)

On being the right scale: sizing large collections of 3D models. - Manolis Savva; Angel X. Chang; Gilbert Louis Bernstein; Christopher D. Manning; Pat Hanrahan (SIGGRAPH ASIA Indoor Scene Understanding Where Graphics Meets Vision, 2014)

Predictive translation memory: a mixed-initiative system for human language translation. - Spence Green; Jason Chuang; Jeffrey Heer; Christopher D. Manning (UIST, 2014)

Phrasal: A Toolkit for New Directions in Statistical Machine Translation. - Spence Green; Daniel M. Cer; Christopher D. Manning (WMT@ACL, 2014)

An Empirical Comparison of Features and Tuning for Phrase-based Machine Translation. - Spence Green; Daniel M. Cer; Christopher D. Manning (WMT@ACL, 2014)

Stanford University's Submissions to the WMT 2014 Translation Task. - Julia Neidert; Sebastian Schuster; Spence Green; Kenneth Heafield; Christopher D. Manning (WMT@ACL, 2014)

Recursive Neural Networks for Learning Logical Semantics. - Samuel R. Bowman; Christopher Potts; Christopher D. Manning (CoRR, 2014)

Relaxations for inference in restricted Boltzmann machines. - Sida I. Wang; Roy Frostig; Percy Liang; Christopher D. Manning (ICLR (Workshop), 2014)

Research and applications: Induced lexico-syntactic patterns improve information extraction from online medical forums. - Sonal Gupta; Diana L. MacLean; Jeffrey Heer; Christopher D. Manning (J. Am. Medical Informatics Assoc., 2014)

Grounded Compositional Semantics for Finding and Describing Images with Sentences. - Richard Socher; Andrej Karpathy; Quoc V. Le; Christopher D. Manning; Andrew Y. Ng (Trans. Assoc. Comput. Linguistics, 2014)

Cross-lingual Projected Expectation Regularization for Weakly Supervised Learning. - Mengqiu Wang; Christopher D. Manning (Trans. Assoc. Comput. Linguistics, 2014)

Learning Distributed Word Representations for Natural Logic Reasoning. - Samuel R. Bowman; Christopher Potts; Christopher D. Manning (AAAI Spring Symposia, 2015)

Software Document Terminology Recognition. - Suhei Nojiri; Christopher D. Manning (AAAI Spring Symposia, 2015)

Recursive Neural Networks Can Learn Logical Semantics. - Samuel R. Bowman; Christopher Potts; Christopher D. Manning (CVSC, 2015)

Generating Semantically Precise Scene Graphs from Textual Descriptions for Improved Image Retrieval. - Sebastian Schuster; Ranjay Krishna; Angel X. Chang; Li Fei-Fei 001; Christopher D. Manning (VL@EMNLP, 2015)

Leveraging Linguistic Structure For Open Domain Information Extraction. - Gabor Angeli; Melvin Jose Johnson Premkumar; Christopher D. Manning (ACL (1), 2015)

Text to 3D Scene Generation with Rich Lexical Grounding. - Angel X. Chang; Will Monroe; Manolis Savva; Christopher Potts; Christopher D. Manning (ACL (1), 2015)

Entity-Centric Coreference Resolution with Model Stacking. - Kevin Clark; Christopher D. Manning (ACL (1), 2015)

Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks. - Kai Sheng Tai; Richard Socher; Christopher D. Manning (ACL (1), 2015)

Robust Subgraph Generation Improves Abstract Meaning Representation Parsing. - Keenon Werling; Gabor Angeli; Christopher D. Manning (ACL (1), 2015)

Deep Neural Language Models for Machine Translation. - Thang Luong; Michael Kayser; Christopher D. Manning (CoNLL, 2015)

Forum77: An Analysis of an Online Health Forum Dedicated to Addiction Recovery. - Diana L. MacLean; Sonal Gupta; Anna Lembke; Christopher D. Manning; Jeffrey Heer (CSCW, 2015)

Invited Talk: The Case for Universal Dependencies. - Christopher D. Manning (DepLing, 2015)

Does Universal Dependencies need a parsing representation? An investigation of English. - Natalia Silveira; Christopher D. Manning (DepLing, 2015)

A large annotated corpus for learning natural language inference. - Samuel R. Bowman; Gabor Angeli; Christopher Potts; Christopher D. Manning (EMNLP, 2015)

Effective Approaches to Attention-based Neural Machine Translation. - Thang Luong; Hieu Pham; Christopher D. Manning (EMNLP, 2015)

Stanford neural machine translation systems for spoken language domains. - Minh-Thang Luong; Christopher D. Manning (IWSLT (Evaluation Campaign), 2015)

Distributed Representations of Words to Guide Bootstrapped Entity Classifiers. - Sonal Gupta; Christopher D. Manning (HLT-NAACL, 2015)

Bilingual Word Representations with Monolingual Quality in Mind. - Thang Luong; Hieu Pham; Christopher D. Manning (VS@HLT-NAACL, 2015)

Learning Distributed Representations for Multilingual Text Sequences. - Hieu Pham; Thang Luong; Christopher D. Manning (VS@HLT-NAACL, 2015)

Tree-Structured Composition in Neural Networks without Tree-Structured Architectures. - Samuel R. Bowman; Christopher D. Manning; Christopher Potts (CoCo@NIPS, 2015)

On-the-Job Learning with Bayesian Decision Theory. - Keenon Werling; Arun Tejasvi Chaganty; Percy Liang; Christopher D. Manning (NIPS, 2015)

Bootstrapped Self Training for Knowledge Base Population. - Gabor Angeli; Victor Zhong; Danqi Chen 001; Arun Tejasvi Chaganty; Jason Bolton; Melvin Jose Johnson Premkumar; Panupong Pasupat; Sonal Gupta; Christopher D. Manning (TAC, 2015)

Computational Linguistics and Deep Learning. - Christopher D. Manning (Comput. Linguistics, 2015)

Effective Approaches to Attention-based Neural Machine Translation. - Minh-Thang Luong; Hieu Pham; Christopher D. Manning (CoRR, 2015)

Natural Language Translation at the Intersection of AI and HCI. - Spence Green; Jeffrey Heer; Christopher D. Manning (ACM Queue, 2015)

Combining Natural Logic and Shallow Reasoning for Question Answering. - Gabor Angeli; Neha Nayak; Christopher D. Manning (ACL (1), 2016)

A Fast Unified Model for Parsing and Sentence Understanding. - Samuel R. Bowman; Jon Gauthier; Abhinav Rastogi; Raghav Gupta; Christopher D. Manning; Christopher Potts (ACL (1), 2016)

A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task. - Danqi Chen 001; Jason Bolton; Christopher D. Manning (ACL (1), 2016)

Improving Coreference Resolution by Learning Entity-Level Distributed Representations. - Kevin Clark; Christopher D. Manning (ACL (1), 2016)

Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models. - Minh-Thang Luong; Christopher D. Manning (ACL (1), 2016)

Learning Language Games through Interaction. - Sida I. Wang; Percy Liang; Christopher D. Manning (ACL (1), 2016)

Compression of Neural Machine Translation Models via Pruning. - Abigail See; Minh-Thang Luong; Christopher D. Manning (CoNLL, 2016)

Deep Reinforcement Learning for Mention-Ranking Coreference Models. - Kevin Clark; Christopher D. Manning (EMNLP, 2016)

A comparison of Named-Entity Disambiguation and Word Sense Disambiguation. - Angel X. Chang; Valentin I. Spitkovsky; Christopher D. Manning; Eneko Agirre (LREC, 2016)

Universal Dependencies v1: A Multilingual Treebank Collection. - Joakim Nivre; Marie-Catherine de Marneffe; Filip Ginter; Yoav Goldberg; Jan Hajic; Christopher D. Manning; Ryan T. McDonald; Slav Petrov; Sampo Pyysalo; Natalia Silveira; Reut Tsarfaty; Daniel Zeman (LREC, 2016)

Enhanced English Universal Dependencies: An Improved Representation for Natural Language Understanding Tasks. - Sebastian Schuster; Christopher D. Manning (LREC, 2016)

Evaluating Word Embeddings Using a Representative Suite of Practical Tasks. - Neha Nayak; Gabor Angeli; Christopher D. Manning (RepEval@ACL, 2016)

Understanding Human Language: Can NLP and Deep Learning Help? - Christopher D. Manning (SIGIR, 2016)

Stanford at TAC KBP 2016: Sealing Pipeline Leaks and Understanding Chinese. - Yuhao Zhang 004; Arun Tejasvi Chaganty; Ashwin Paranjape; Danqi Chen 001; Jason Bolton; Peng Qi 003; Christopher D. Manning (TAC, 2016)

Evaluating the word-expert approach for Named-Entity Disambiguation. - Angel X. Chang; Valentin I. Spitkovsky; Christopher D. Manning; Eneko Agirre (CoRR, 2016)

Arc-swift: A Novel Transition System for Dependency Parsing. - Peng Qi 003; Christopher D. Manning (ACL (2), 2017)

Get To The Point: Summarization with Pointer-Generator Networks. - Abigail See; Peter J. Liu; Christopher D. Manning (ACL (1), 2017)

Naturalizing a Programming Language via Interactive Learning. - Sida I. Wang; Samuel Ginn; Percy Liang; Christopher D. Manning (ACL (1), 2017)

Gapping Constructions in Universal Dependencies v2. - Sebastian Schuster; Matthew Lamm; Christopher D. Manning (UDW@NoDaLiDa, 2017)

Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task. - Timothy Dozat; Peng Qi 003; Christopher D. Manning (CoNLL Shared Task (2), 2017)

CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies. - Daniel Zeman; Martin Popel; Milan Straka; Jan Hajic; Joakim Nivre; Filip Ginter; Juhani Luotolahti; Sampo Pyysalo; Slav Petrov; Martin Potthast; Francis M. Tyers; Elena Badmaeva; et al. (CoNLL Shared Task (2), 2017)

A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue. - Mihail Eric; Christopher D. Manning (EACL (2), 2017)

Importance sampling for unbiased on-demand evaluation of knowledge base population. - Arun Tejasvi Chaganty; Ashwin Paranjape; Percy Liang; Christopher D. Manning (EMNLP, 2017)

Position-aware Attention and Supervised Data Improve Slot Filling. - Yuhao Zhang 004; Victor Zhong; Danqi Chen 001; Gabor Angeli; Christopher D. Manning (EMNLP, 2017)

Deep Biaffine Attention for Neural Dependency Parsing. - Timothy Dozat; Christopher D. Manning (ICLR (Poster), 2017)

Key-Value Retrieval Networks for Task-Oriented Dialogue. - Mihail Eric; Lakshmi Krishnan; François Charette; Christopher D. Manning (SIGDIAL Conference, 2017)

TinkerBell: Cross-lingual Cold-Start Knowledge Base Construction. - Mohamed Al-Badrashiny; Jason Bolton; Arun Tejasvi Chaganty; Kevin Clark; Craig Harman; Lifu Huang; Matthew Lamm; Jinhao Lei; Di Lu 003; Xiaoman Pan; Ashwin Paranjape; Ellie Pavlick; et al. (TAC, 2017)

Stanford at TAC KBP 2017: Building a Trilingual Relational Knowledge Graph. - Arun Tejasvi Chaganty; Ashwin Paranjape; Jason Bolton; Matthew Lamm; Jinhao Lei; Abigail See; Kevin Clark; Yuhao Zhang 004; Peng Qi 003; Christopher D. Manning (TAC, 2017)

SceneSeer: 3D Scene Design with Natural Language. - Angel X. Chang; Mihail Eric; Manolis Savva; Christopher D. Manning (CoRR, 2017)

Key-Value Retrieval Networks for Task-Oriented Dialogue. - Mihail Eric; Christopher D. Manning (CoRR, 2017)

Learning to Summarize Radiology Findings. - Yuhao Zhang 004; Daisy Yi Ding; Tianpei Qian; Christopher D. Manning; Curtis P. Langlotz (Louhi@EMNLP, 2018)

Simpler but More Accurate Semantic Dependency Parsing. - Timothy Dozat; Christopher D. Manning (ACL (2), 2018)

Universal Dependency Parsing from Scratch. - Peng Qi 003; Timothy Dozat; Yuhao Zhang 004; Christopher D. Manning (CoNLL Shared Task (2), 2018)

Semi-Supervised Sequence Modeling with Cross-View Training. - Kevin Clark; Minh-Thang Luong; Christopher D. Manning; Quoc V. Le (EMNLP, 2018)

Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts. - Matthew Lamm; Arun Tejasvi Chaganty; Christopher D. Manning; Dan Jurafsky; Percy Liang (EMNLP, 2018)

HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering. - Zhilin Yang 001; Peng Qi 003; Saizheng Zhang; Yoshua Bengio; William W. Cohen; Ruslan Salakhutdinov; Christopher D. Manning (EMNLP, 2018)

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction. - Yuhao Zhang 004; Peng Qi 003; Christopher D. Manning (EMNLP, 2018)

Compositional Attention Networks for Machine Reasoning. - Drew A. Hudson; Christopher D. Manning (ICLR (Poster), 2018)

Sentences with Gapping: Parsing and Reconstructing Elided Predicates. - Sebastian Schuster; Joakim Nivre; Christopher D. Manning (NAACL-HLT, 2018)

BAM! Born-Again Multi-Task Networks for Natural Language Understanding. - Kevin Clark; Minh-Thang Luong; Urvashi Khandelwal; Christopher D. Manning; Quoc V. Le (ACL (1), 2019)

What Does BERT Look at? An Analysis of BERT's Attention. - Kevin Clark; Urvashi Khandelwal; Omer Levy; Christopher D. Manning (BlackboxNLP@ACL, 2019)

Do Massively Pretrained Language Models Make Better Storytellers? - Abigail See; Aneesh Pappu; Rohun Saxena; Akhila Yerukola; Christopher D. Manning (CoNLL, 2019)

GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering. - Drew A. Hudson; Christopher D. Manning (CVPR, 2019)

Answering Complex Open-domain Questions Through Iterative Query Generation. - Peng Qi 003; Xiaowen Lin; Leo Mehr; Zijian Wang 002; Christopher D. Manning (EMNLP/IJCNLP (1), 2019)

A Structural Probe for Finding Syntax in Word Representations. - John Hewitt; Christopher D. Manning (NAACL-HLT (1), 2019)

Learning by Abstraction: The Neural State Machine. - Drew A. Hudson; Christopher D. Manning (NeurIPS, 2019)

GQA: a new dataset for compositional question answering over real-world images. - Drew A. Hudson; Christopher D. Manning (CoRR, 2019)

CoQA: A Conversational Question Answering Challenge. - Siva Reddy; Danqi Chen 001; Christopher D. Manning (Trans. Assoc. Comput. Linguistics, 2019)

Finding Universal Grammatical Relations in Multilingual BERT. - Ethan A. Chi; John Hewitt; Christopher D. Manning (ACL, 2020)

Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation. - Kaustubh D. Dhole; Christopher D. Manning (ACL, 2020)

Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. - Peng Qi 003; Yuhao Zhang 004; Yuhui Zhang; Jason Bolton; Christopher D. Manning (ACL (demo), 2020)

Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports. - Yuhao Zhang 004; Derek Merck; Emily Bao Tsai; Christopher D. Manning; Curtis P. Langlotz (ACL, 2020)

The EOS Decision and Length Extrapolation. - Benjamin Newman; John Hewitt; Percy Liang; Christopher D. Manning (BlackboxNLP@EMNLP, 2020)

Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations. - Peng Qi 003; Yuhao Zhang 004; Christopher D. Manning (EMNLP (Findings), 2020)

Pre-Training Transformers as Energy-Based Cloze Models. - Kevin Clark; Minh-Thang Luong; Quoc V. Le; Christopher D. Manning (EMNLP (1), 2020)

RNNs can generate bounded hierarchical languages with optimal memory. - John Hewitt; Michael Hahn 001; Surya Ganguli; Percy Liang; Christopher D. Manning (EMNLP (1), 2020)

SLM: Learning a Discourse Language Representation with Sentence Unshuffling. - Haejun Lee; Drew A. Hudson; Kangwook Lee 004; Christopher D. Manning (EMNLP (1), 2020)

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators. - Kevin Clark; Minh-Thang Luong; Quoc V. Le; Christopher D. Manning (ICLR, 2020)

Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection. - Joakim Nivre; Marie-Catherine de Marneffe; Filip Ginter; Jan Hajic; Christopher D. Manning; Sampo Pyysalo; Sebastian Schuster; Francis M. Tyers; Daniel Zeman (LREC, 2020)

Mapping Three Decades of Intellectual Change in Academia. - Daniel Ramage; Christopher D. Manning; Daniel A. McFarland (CoRR, 2020)

Towards Ecologically Valid Research on Language User Interfaces. - Harm de Vries; Dzmitry Bahdanau; Christopher D. Manning (CoRR, 2020)

Neural Generation Meets Real People: Towards Emotionally Engaging Mixed-Initiative Conversations. - Ashwin Paranjape; Abigail See; Kathleen Kenealy; Haojun Li; Amelia Hardy; Peng Qi 003; Kaushik Ram Sadagopan; Nguyet Minh Phu; Dilara Soylu; Christopher D. Manning (CoRR, 2020)

Retrieve, Rerank, Read, then Iterate: Answering Open-Domain Questions of Arbitrary Complexity from Text. - Peng Qi 003; Haejun Lee; Oghenetegiri "TG" Sido; Christopher D. Manning (CoRR, 2020)

Emergent linguistic structure in artificial neural networks trained by self-supervision. - Christopher D. Manning; Kevin Clark; John Hewitt; Urvashi Khandelwal; Omer Levy (Proc. Natl. Acad. Sci. USA, 2020)

Challenges of Acquiring Compositional Inductive Biases via Meta-Learning. - Eric Mitchell; Chelsea Finn; Christopher D. Manning (MetaDL@AAAI, 2021)

Learning from Limited Labels for Long Legal Dialogue. - Jenny Hong; Derek Chong; Christopher D. Manning (NLLP@EMNLP, 2021)

Capturing Logical Structure of Visually Structured Documents with Multimodal Transition Parser. - Yuta Koreeda; Christopher D. Manning (NLLP@EMNLP, 2021)

Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering. - Siddharth Karamcheti; Ranjay Krishna; Li Fei-Fei 001; Christopher D. Manning (ACL/IJCNLP (1), 2021)

Answering Open-Domain Questions of Varying Reasoning Steps from Text. - Peng Qi 003; Haejun Lee; Tg Sido; Christopher D. Manning (EMNLP (1), 2021)

Conditional probing: measuring usable information beyond a baseline. - John Hewitt; Kawin Ethayarajh; Percy Liang; Christopher D. Manning (EMNLP (1), 2021)

ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts. - Yuta Koreeda; Christopher D. Manning (EMNLP (Findings), 2021)

DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference. - Shikhar Murty; Tatsunori Hashimoto; Christopher D. Manning (NAACL-HLT, 2021)

Human-like informative conversations: Better acknowledgements using conditional mutual information. - Ashwin Paranjape; Christopher D. Manning (NAACL-HLT, 2021)

Effective Social Chatbot Strategies for Increasing User Initiative. - Amelia Hardy; Ashwin Paranjape; Christopher D. Manning (SIGDIAL, 2021)

Large-Scale Quantitative Evaluation of Dialogue Agents' Response Strategies against Offensive Users. - Haojun Li; Dilara Soylu; Christopher D. Manning (SIGDIAL, 2021)

Understanding and predicting user dissatisfaction in a neural generative chatbot. - Abigail See; Christopher D. Manning (SIGDIAL, 2021)

Universal Dependencies. - Marie-Catherine de Marneffe; Christopher D. Manning; Joakim Nivre; Daniel Zeman (Comput. Linguistics, 2021)

Neural Abstructions: Abstractions that Support Construction for Grounded Language Learning. - Kaylee Burns; Christopher D. Manning; Li Fei-Fei 001 (CoRR, 2021)

Biomedical and clinical English model packages for the Stanza Python NLP library. - Yuhao Zhang 004; Yuhui Zhang; Peng Qi 003; Christopher D. Manning; Curtis P. Langlotz (J. Am. Medical Informatics Assoc., 2021)

Synthetic Disinformation Attacks on Automated Fact Verification Systems. - Yibing Du; Antoine Bosselut; Christopher D. Manning (AAAI, 2022)

JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset. - Ruth-Ann Armstrong; John Hewitt; Christopher D. Manning (EMNLP (Findings), 2022)

Detecting Label Errors by Using Pre-Trained Language Models. - Derek Chong; Jenny Hong; Christopher D. Manning (EMNLP, 2022)

Truncation Sampling as Language Model Desmoothing. - John Hewitt; Christopher D. Manning; Percy Liang (EMNLP (Findings), 2022)

You Only Need One Model for Open-domain Question Answering. - Haejun Lee; Akhil Kedia; Jongwon Lee; Ashwin Paranjape; Christopher D. Manning; Kyoung-Gu Woo (EMNLP, 2022)

Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference. - Eric Mitchell; Joseph J. Noh; Siyan Li; William S. Armstrong; Ananth Agarwal; Patrick Liu; Chelsea Finn; Christopher D. Manning (EMNLP, 2022)

Fixing Model Bugs with Natural Language Patches. - Shikhar Murty; Christopher D. Manning; Scott M. Lundberg; Marco Túlio Ribeiro (EMNLP, 2022)

On Measuring the Intrinsic Few-Shot Hardness of Datasets. - Xinran Zhao; Shikhar Murty; Christopher D. Manning (EMNLP, 2022)

GreaseLM: Graph REASoning Enhanced Language Models. - Xikun Zhang 001; Antoine Bosselut; Michihiro Yasunaga; Hongyu Ren; Percy Liang; Christopher D. Manning; Jure Leskovec (ICLR, 2022)

Fast Model Editing at Scale. - Eric Mitchell; Charles Lin; Antoine Bosselut; Chelsea Finn; Christopher D. Manning (ICLR, 2022)

Hindsight: Posterior-guided training of retrievers for improved open-ended generation. - Ashwin Paranjape; Omar Khattab; Christopher Potts; Matei Zaharia; Christopher D. Manning (ICLR, 2022)

Memory-Based Model Editing at Scale. - Eric Mitchell; Charles Lin; Antoine Bosselut; Christopher D. Manning; Chelsea Finn (ICML, 2022)

Contrastive Learning of Medical Visual Representations from Paired Images and Text. - Yuhao Zhang 004; Hang Jiang; Yasuhide Miura; Christopher D. Manning; Curtis P. Langlotz (MLHC, 2022)

Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset. - Peter Henderson 002; Mark S. Krass; Lucia Zheng; Neel Guha; Christopher D. Manning; Dan Jurafsky; Daniel E. Ho (NeurIPS, 2022)

Deep Bidirectional Language-Knowledge Graph Pretraining. - Michihiro Yasunaga; Antoine Bosselut; Hongyu Ren; Xikun Zhang 001; Christopher D. Manning; Percy Liang; Jure Leskovec (NeurIPS, 2022)

Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent. - Ethan A. Chi; Ashwin Paranjape; Abigail See; Caleb Chiam; Trenton Chang; Kathleen Kenealy; Swee Kiat Lim; Amelia Hardy; Chetanya Rastogi; Haojun Li; Alexander Iyabor; Yutong He; et al. (SIGDIAL, 2022)

When can I Speak? Predicting initiation points for spoken dialogue agents. - Siyan Li; Ashwin Paranjape; Christopher D. Manning (SIGDIAL, 2022)

GreaseLM: Graph REASoning Enhanced Language Models for Question Answering. - Xikun Zhang 001; Antoine Bosselut; Michihiro Yasunaga; Hongyu Ren; Percy Liang; Christopher D. Manning; Jure Leskovec (CoRR, 2022)

Detecting Label Errors using Pre-Trained Language Models. - Derek Chong; Jenny Hong; Christopher D. Manning (CoRR, 2022)

Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent. - Ethan A. Chi; Ashwin Paranjape; Abigail See; Caleb Chiam; Kathleen Kenealy; Swee Kiat Lim; Amelia Hardy; Chetanya Rastogi; Haojun Li; Alexander Iyabor; Yutong He; Hari Sowrirajan; et al. (CoRR, 2022)

Backpack Language Models. - John Hewitt; John Thickstun; Christopher D. Manning; Percy Liang (ACL (1), 2023)

Grokking of Hierarchical Structure in Vanilla Transformers. - Shikhar Murty; Pratyusha Sharma; Jacob Andreas; Christopher D. Manning (ACL (2), 2023)

PragmatiCQA: A Dataset for Pragmatic Question Answering in Conversations. - Peng Qi 003; Nina Du; Christopher D. Manning; Jing Huang 019 (ACL (Findings), 2023)

Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models. - Peter Henderson 002; Eric Mitchell; Christopher D. Manning; Dan Jurafsky; Chelsea Finn (AIES, 2023)

Mini But Mighty: Efficient Multilingual Pretraining with Linguistically-Informed Data Selection. - Tolúlopé Ògúnrèmí; Dan Jurafsky; Christopher D. Manning (EACL (Findings), 2023)

Meta-Learning Online Adaptation of Language Models. - Nathan Hu; Eric Mitchell; Christopher D. Manning; Chelsea Finn (EMNLP, 2023)

Pushdown Layers: Encoding Recursive Structure in Transformer Language Models. - Shikhar Murty; Pratyusha Sharma; Jacob Andreas; Christopher D. Manning (EMNLP, 2023)

Do "English" Named Entity Recognizers Work Well on Global Englishes? - Alexander Shan; John Bauer; Riley Carlson; Christopher D. Manning (EMNLP (Findings), 2023)

Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback. - Katherine Tian; Eric Mitchell; Allan Zhou; Archit Sharma; Rafael Rafailov; Huaxiu Yao; Chelsea Finn; Christopher D. Manning (EMNLP, 2023)

MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions. - Zexuan Zhong; Zhengxuan Wu; Christopher D. Manning; Christopher Potts; Danqi Chen 001 (EMNLP, 2023)

Characterizing intrinsic compositionality in transformers with Tree Projections. - Shikhar Murty; Pratyusha Sharma; Jacob Andreas; Christopher D. Manning (ICLR, 2023)

DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature. - Eric Mitchell; Yoonho Lee 001; Alexander Khazatsky; Christopher D. Manning; Chelsea Finn (ICML, 2023)

An NLP Benchmark Dataset for Assessing Corporate Climate Policy Engagement. - Gaku Morio; Christopher D. Manning (NeurIPS, 2023)

Direct Preference Optimization: Your Language Model is Secretly a Reward Model. - Rafael Rafailov; Archit Sharma; Eric Mitchell; Christopher D. Manning; Stefano Ermon; Chelsea Finn (NeurIPS, 2023)

Machine Translation for Nko: Tools, Corpora, and Baseline Results. - Moussa Doumbouya; Baba Mamadi Diané; Solo Farabado Cissé; Djibrila Diané; Abdoulaye Sow; Séré Moussa Doumbouya; Daouda Bangoura; Fodé Moriba Bayo; Ibrahima Sory 2. Condé; Kalo Mory Diané; Chris Piech; Christopher D. Manning (WMT, 2023)

Multilingual self-supervised speech representations improve the speech recognition of low-resource African languages with codeswitching. - Tolúlopé Ògúnrèmí; Christopher D. Manning; Dan Jurafsky (CoRR, 2023)

ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation. - Zhengxuan Wu; Christopher D. Manning; Christopher Potts (Trans. Assoc. Comput. Linguistics, 2023)

Holistic Evaluation of Language Models. - Percy Liang; Rishi Bommasani; Tony Lee; Dimitris Tsipras; Dilara Soylu; Michihiro Yasunaga; Yian Zhang; Deepak Narayanan; Yuhuai Wu; Ananya Kumar; Benjamin Newman; Binhang Yuan; et al. (Trans. Mach. Learn. Res., 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

Predicting Narratives of Climate Obstruction in Social Media Advertising. - Harri Rowlands; Gaku Morio; Dylan Tanner; Christopher D. Manning (ACL (Findings), 2024)

Statistical Uncertainty in Word Embeddings: GloVe-V. - Andrea Vallebueno; Cassandra Handan-Nader; Christopher D. Manning; Daniel E. Ho (EMNLP, 2024)

An Emulator for Fine-tuning Large Language Models using Small Language Models. - Eric Mitchell; Rafael Rafailov; Archit Sharma; Chelsea Finn; Christopher D. Manning (ICLR, 2024)

Language Model Detectors Are Easily Optimized Against. - Charlotte Nicks; Eric Mitchell; Rafael Rafailov; Archit Sharma; Christopher D. Manning; Chelsea Finn; Stefano Ermon (ICLR, 2024)

RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval. - Parth Sarthi; Salman Abdullah; Aditi Tuli; Shubh Khanna; Anna Goldie; Christopher D. Manning (ICLR, 2024)

Fine-Tuning Language Models for Factuality. - Katherine Tian; Eric Mitchell; Huaxiu Yao; Christopher D. Manning; Chelsea Finn (ICLR, 2024)

BAGEL: Bootstrapping Agents by Guiding Exploration with Language. - Shikhar Murty; Christopher D. Manning; Peter Shaw 004; Mandar Joshi; Kenton Lee (ICML, 2024)

ReportParse: A Unified NLP Tool for Extracting Document Structure and Semantics of Corporate Sustainability Reporting. - Gaku Morio; Soh Young In; Jungah Yoon; Harri Rowlands; Christopher D. Manning (IJCAI, 2024)

Handwritten Code Recognition for Pen-and-Paper CS Education. - Md Sazzad Islam; Moussa Koulako Bala Doumbouya; Christopher D. Manning; Chris Piech (L@S, 2024)

pyvene: A Library for Understanding and Improving PyTorch Models via Interventions. - Zhengxuan Wu; Atticus Geiger; Aryaman Arora; Jing Huang 014; Zheng Wang 078; Noah D. Goodman; Christopher D. Manning; Christopher Potts (NAACL (Demonstrations), 2024)

MoEUT: Mixture-of-Experts Universal Transformers. - Róbert Csordás; Kazuki Irie; Jürgen Schmidhuber; Christopher Potts; Christopher D. Manning (NeurIPS, 2024)

ReFT: Representation Finetuning for Language Models. - Zhengxuan Wu; Aryaman Arora; Zheng Wang 078; Atticus Geiger; Dan Jurafsky; Christopher D. Manning; Christopher Potts (NeurIPS, 2024)

Model Editing with Canonical Examples. - John Hewitt; Sarah Li Chen; Lanruo Lora Xie; Edward Adams; Percy Liang; Christopher D. Manning (CoRR, 2024)

BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text. - Elliot Bolton; Abhinav Venigalla; Michihiro Yasunaga; David Hall 006; Betty Xiong; Tony Lee; Roxana Daneshjou; Jonathan Frankle; Percy Liang; Michael Carbin; Christopher D. Manning (CoRR, 2024)

Mapping the Increasing Use of LLMs in Scientific Papers. - Weixin Liang; Yaohui Zhang; Zhengxuan Wu; Haley Lepp; Wenlong Ji; Xuandong Zhao; Hancheng Cao; Sheng Liu; Siyu He; Zhi Huang; Diyi Yang; Christopher Potts; et al. (CoRR, 2024)

FLawN-T5: An Empirical Examination of Effective Instruction-Tuning Data Mixtures for Legal Reasoning. - Joel Niklaus; Lucia Zheng; Arya D. McCarthy; Christopher Hahn; Brian M. Rosen; Peter Henderson 002; Daniel E. Ho; Garrett Honke; Percy Liang; Christopher D. Manning (CoRR, 2024)

Assessing The Potential Of Mid-Sized Language Models For Clinical QA. - Elliot Bolton; Betty Xiong; Vijaytha Muralidharan; Joel Schamroth; Vivek Muralidharan; Christopher D. Manning; Roxana Daneshjou (CoRR, 2024)

Semgrex and Ssurgeon, Searching and Manipulating Dependency Graphs. - John Bauer; Chloé Kiddon; Eric Yeh; Alexander Shan; Christopher D. Manning (CoRR, 2024)

Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools. - Varun Magesh; Faiz Surani; Matthew Dahl; Mirac Suzgun; Christopher D. Manning; Daniel E. Ho (CoRR, 2024)

h4rm3l: A Dynamic Benchmark of Composable Jailbreak Attacks for LLM Safety Assessment. - Moussa Koulako Bala Doumbouya; Ananjan Nandi; Gabriel Poesia; Davide Ghilardi; Anna Goldie; Federico Bianchi 001; Dan Jurafsky; Christopher D. Manning (CoRR, 2024)

Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations. - Róbert Csordás; Christopher Potts; Christopher D. Manning; Atticus Geiger (CoRR, 2024)

Instruction Following without Instruction Tuning. - John Hewitt; Nelson F. Liu; Percy Liang; Christopher D. Manning (CoRR, 2024)

NNetscape Navigator: Complex Demonstrations for Web Agents Without a Demonstrator. - Shikhar Murty; Dzmitry Bahdanau; Christopher D. Manning (CoRR, 2024)

Drop Dropout on Single Epoch Language Model Pretraining. - Houjun Liu; John Bauer; Christopher D. Manning (ACL (Findings), 2025)

A Reasoning-Focused Legal Retrieval Benchmark. - Lucia Zheng; Neel Guha; Javokhir Arifov; Sarah Zhang; Michal Skreta; Christopher D. Manning; Peter Henderson 002; Daniel E. Ho (CSLAW, 2025)

AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark. - Wenhao Chai; Enxin Song; Yilun Du; Chenlin Meng; Vashisht Madhavan; Omer Bar-Tal; Jenq-Neng Hwang; Saining Xie; Christopher D. Manning (ICLR, 2025)

h4rm3l: A Language for Composable Jailbreak Attack Synthesis. - Moussa Koulako Bala Doumbouya; Ananjan Nandi; Gabriel Poesia; Davide Ghilardi; Anna Goldie; Federico Bianchi 001; Dan Jurafsky; Christopher D. Manning (ICLR, 2025)

MrT5: Dynamic Token Merging for Efficient Byte-level Language Models. - Julie Kallini; Shikhar Murty; Christopher D. Manning; Christopher Potts; Róbert Csordás (ICLR, 2025)

Sneaking Syntax into Transformer Language Models with Tree Regularization. - Ananjan Nandi; Christopher D. Manning; Shikhar Murty (NAACL (Long Papers), 2025)

LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain. - Joel Niklaus; Lucia Zheng; Arya D. McCarthy; Christopher Hahn; Brian M. Rosen; Peter Henderson 002; Daniel E. Ho; Garrett Honke; Percy Liang; Christopher D. Manning (NAACL (Findings), 2025)

AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders. - Zhengxuan Wu; Aryaman Arora; Atticus Geiger; Zheng Wang 078; Jing Huang 014; Dan Jurafsky; Christopher D. Manning; Christopher Potts (CoRR, 2025)

AI for Scaling Legal Reform: Mapping and Redacting Racial Covenants in Santa Clara County. - Faiz Surani; Mirac Suzgun; Vyoma Raman; Christopher D. Manning; Peter Henderson 002; Daniel E. Ho (CoRR, 2025)

Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use. - Anna Goldie; Azalia Mirhoseini; Hao Zhou; Irene Cai; Christopher D. Manning (CoRR, 2025)

Osiris: A Lightweight Open-Source Hallucination Detection System. - Alexander Shan; John Bauer; Christopher D. Manning (CoRR, 2025)

Do Language Models Use Their Depth Efficiently? - Róbert Csordás; Christopher D. Manning; Christopher Potts (CoRR, 2025)

Improved Representation Steering for Language Models. - Zhengxuan Wu; Qinan Yu; Aryaman Arora; Christopher D. Manning; Christopher Potts (CoRR, 2025)

Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models. - Alex Laitenberger; Christopher D. Manning; Nelson F. Liu (CoRR, 2025)

Tversky Neural Networks: Psychologically Plausible Deep Learning with Differentiable Tversky Similarity. - Moussa Koulako Bala Doumbouya; Dan Jurafsky; Christopher D. Manning (CoRR, 2025)

Mechanisms vs. Outcomes: Probing for Syntax Fails to Explain Performance on Targeted Syntactic Evaluations. - Ananth Agarwal; Jasper Jian; Christopher D. Manning; Shikhar Murty (CoRR, 2025)

A New Pair of GloVes. - Riley Carlson; John Bauer; Christopher D. Manning (CoRR, 2025)

WebDS: An End-to-End Benchmark for Web-based Data Science. - Ethan Hsu; Hong Meng Yam; Ines Bouissou; Aaron Murali John; Raj Thota; Josh Koe; Vivek Sarath Putta; G. K. Dharesan; Alexander Spangher; Shikhar Murty; Tenghao Huang; Christopher D. Manning (CoRR, 2025)