Christopher D. Manning

According to our database1, Christopher D. Manning authored at least 298 papers between 1993 and 2018.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2013, "For contributions to natural language processing research and education.".

Timeline

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Homepages:

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Bibliography

2018
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction.
CoRR, 2018

HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.
CoRR, 2018

Semi-Supervised Sequence Modeling with Cross-View Training.
CoRR, 2018

Learning to Summarize Radiology Findings.
CoRR, 2018

Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts.
CoRR, 2018

CoQA: A Conversational Question Answering Challenge.
CoRR, 2018

Simpler but More Accurate Semantic Dependency Parsing.
CoRR, 2018

Sentences with Gapping: Parsing and Reconstructing Elided Predicates.
CoRR, 2018

Compositional Attention Networks for Machine Reasoning.
CoRR, 2018

Sentences with Gapping: Parsing and Reconstructing Elided Predicates.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Semi-Supervised Sequence Modeling with Cross-View Training.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Universal Dependency Parsing from Scratch.
Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, Brussels, Belgium, October 31, 2018

Simpler but More Accurate Semantic Dependency Parsing.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Learning to Summarize Radiology Findings.
Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, 2018

2017
Naturalizing a Programming Language via Interactive Learning.
CoRR, 2017

Get To The Point: Summarization with Pointer-Generator Networks.
CoRR, 2017

Arc-swift: A Novel Transition System for Dependency Parsing.
CoRR, 2017

Key-Value Retrieval Networks for Task-Oriented Dialogue.
CoRR, 2017

A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue.
CoRR, 2017

SceneSeer: 3D Scene Design with Natural Language.
CoRR, 2017

Stanford at TAC KBP 2017: Building a Trilingual Relational Knowledge Graph.
Proceedings of the 2017 Text Analysis Conference, 2017


Key-Value Retrieval Networks for Task-Oriented Dialogue.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Position-aware Attention and Supervised Data Improve Slot Filling.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Importance sampling for unbiased on-demand evaluation of knowledge base population.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017


Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task.
Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 2017

Gapping Constructions in Universal Dependencies v2.
Proceedings of the NoDaLiDa Workshop on Universal Dependencies, 2017

Naturalizing a Programming Language via Interactive Learning.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Get To The Point: Summarization with Pointer-Generator Networks.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Arc-swift: A Novel Transition System for Dependency Parsing.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Learning Language Games through Interaction.
CoRR, 2016

Compression of Neural Machine Translation Models via Pruning.
CoRR, 2016

Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models.
CoRR, 2016

Deep Biaffine Attention for Neural Dependency Parsing.
CoRR, 2016

Deep Reinforcement Learning for Mention-Ranking Coreference Models.
CoRR, 2016

Improving Coreference Resolution by Learning Entity-Level Distributed Representations.
CoRR, 2016

A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task.
CoRR, 2016

Evaluating the word-expert approach for Named-Entity Disambiguation.
CoRR, 2016

A Fast Unified Model for Parsing and Sentence Understanding.
CoRR, 2016

Stanford at TAC KBP 2016: Sealing Pipeline Leaks and Understanding Chinese.
Proceedings of the 2016 Text Analysis Conference, 2016

Understanding Human Language: Can NLP and Deep Learning Help?
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Evaluating Word Embeddings Using a Representative Suite of Practical Tasks.
Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP, 2016

Enhanced English Universal Dependencies: An Improved Representation for Natural Language Understanding Tasks.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Universal Dependencies v1: A Multilingual Treebank Collection.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

A comparison of Named-Entity Disambiguation and Word Sense Disambiguation.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Deep Reinforcement Learning for Mention-Ranking Coreference Models.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Compression of Neural Machine Translation Models via Pruning.
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

Learning Language Games through Interaction.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Improving Coreference Resolution by Learning Entity-Level Distributed Representations.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

A Fast Unified Model for Parsing and Sentence Understanding.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Combining Natural Logic and Shallow Reasoning for Question Answering.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Natural Language Translation at the Intersection of AI and HCI.
ACM Queue, 2015

On-the-Job Learning with Bayesian Decision Theory.
CoRR, 2015

Robust Subgraph Generation Improves Abstract Meaning Representation Parsing.
CoRR, 2015

Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks.
CoRR, 2015

Effective Approaches to Attention-based Neural Machine Translation.
CoRR, 2015

Text to 3D Scene Generation with Rich Lexical Grounding.
CoRR, 2015

Tree-structured composition in neural networks without tree-structured architectures.
CoRR, 2015

A large annotated corpus for learning natural language inference.
CoRR, 2015

Computational Linguistics and Deep Learning.
Computational Linguistics, 2015

Natural language translation at the intersection of AI and HCI.
Commun. ACM, 2015

Bootstrapped Self Training for Knowledge Base Population.
Proceedings of the 2015 Text Analysis Conference, 2015

On-the-Job Learning with Bayesian Decision Theory.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Tree-Structured Composition in Neural Networks without Tree-Structured Architectures.
Proceedings of the NIPS Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches co-located with the 29th Annual Conference on Neural Information Processing Systems (NIPS 2015), 2015

Learning Distributed Representations for Multilingual Text Sequences.
Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing, 2015

Bilingual Word Representations with Monolingual Quality in Mind.
Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing, 2015

Distributed Representations of Words to Guide Bootstrapped Entity Classifiers.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Effective Approaches to Attention-based Neural Machine Translation.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

A large annotated corpus for learning natural language inference.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Does Universal Dependencies need a parsing representation? An investigation of English.
Proceedings of the Third International Conference on Dependency Linguistics, 2015

Invited Talk: The Case for Universal Dependencies.
Proceedings of the Third International Conference on Dependency Linguistics, 2015

Forum77: An Analysis of an Online Health Forum Dedicated to Addiction Recovery.
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015

Deep Neural Language Models for Machine Translation.
Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

Robust Subgraph Generation Improves Abstract Meaning Representation Parsing.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

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 of the Asian Federation of Natural Language Processing, 2015

Entity-Centric Coreference Resolution with Model Stacking.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Text to 3D Scene Generation with Rich Lexical Grounding.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Leveraging Linguistic Structure For Open Domain Information Extraction.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Generating Semantically Precise Scene Graphs from Textual Descriptions for Improved Image Retrieval.
Proceedings of the Fourth Workshop on Vision and Language, 2015

Software Document Terminology Recognition.
Proceedings of the 2015 AAAI Spring Symposia, 2015

Learning Distributed Word Representations for Natural Logic Reasoning.
Proceedings of the 2015 AAAI Spring Symposia, 2015

2014
Cross-lingual Projected Expectation Regularization for Weakly Supervised Learning.
TACL, 2014

Grounded Compositional Semantics for Finding and Describing Images with Sentences.
TACL, 2014

Research and applications: Induced lexico-syntactic patterns improve information extraction from online medical forums.
JAMIA, 2014

Learning Distributed Word Representations for Natural Logic Reasoning.
CoRR, 2014

Recursive Neural Networks for Learning Logical Semantics.
CoRR, 2014

Stanford University's Submissions to the WMT 2014 Translation Task.
Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

An Empirical Comparison of Features and Tuning for Phrase-based Machine Translation.
Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

Phrasal: A Toolkit for New Directions in Statistical Machine Translation.
Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

Predictive translation memory: a mixed-initiative system for human language translation.
Proceedings of the 27th Annual ACM Symposium on User Interface Software and Technology, 2014

On being the right scale: sizing large collections of 3D models.
Proceedings of the SIGGRAPH Asia 2014 Indoor Scene Understanding Where Graphics Meets Vision, 2014

Learning Distributed Representations for Structured Output Prediction.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Global Belief Recursive Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Simple MAP Inference via Low-Rank Relaxations.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

A Gold Standard Dependency Corpus for English.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Event Extraction Using Distant Supervision.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Universal Stanford dependencies: A cross-linguistic typology.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Glove: Global Vectors for Word Representation.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Human Effort and Machine Learnability in Computer Aided Translation.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

A Fast and Accurate Dependency Parser using Neural Networks.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Learning Spatial Knowledge for Text to 3D Scene Generation.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Modeling Biological Processes for Reading Comprehension.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Combining Distant and Partial Supervision for Relation Extraction.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

NaturalLI: Natural Logic Inference for Common Sense Reasoning.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Improved Pattern Learning for Bootstrapped Entity Extraction.
Proceedings of the Eighteenth Conference on Computational Natural Language Learning, 2014

TransPhoner: automated mnemonic keyword generation.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

Two Knives Cut Better Than One: Chinese Word Segmentation with Dual Decomposition.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Robust Logistic Regression using Shift Parameters.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Word Segmentation of Informal Arabic with Domain Adaptation.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

The Stanford CoreNLP Natural Language Processing Toolkit.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Faster Phrase-Based Decoding by Refining Feature State.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Robust Logistic Regression using Shift Parameters
CoRR, 2013

Zero-Shot Learning Through Cross-Modal Transfer
CoRR, 2013

Learning New Facts From Knowledge Bases With Neural Tensor Networks and Semantic Word Vectors
CoRR, 2013

Cross-lingual Pseudo-Projected Expectation Regularization for Weakly Supervised Learning.
CoRR, 2013

Relaxations for inference in restricted Boltzmann machines.
CoRR, 2013

Parsing Models for Identifying Multiword Expressions.
Computational Linguistics, 2013

Feature-Rich Phrase-based Translation: Stanford University's Submission to the WMT 2013 Translation Task.
Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

Positive Diversity Tuning for Machine Translation System Combination.
Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

Stanford's 2013 KBP System.
Proceedings of the Sixth Text Analysis Conference, 2013

SUTime: Evaluation in TempEval-3.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Zero-Shot Learning Through Cross-Modal Transfer.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Reasoning With Neural Tensor Networks for Knowledge Base Completion.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Deep Learning for NLP (without Magic).
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Named Entity Recognition with Bilingual Constraints.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Effect of Non-linear Deep Architecture in Sequence Labeling.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Learning a Product of Experts with Elitist Lasso.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Fast dropout training.
Proceedings of the 30th International Conference on Machine Learning, 2013

Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment.
Proceedings of the 30th International Conference on Machine Learning, 2013

Bilingual Word Embeddings for Phrase-Based Machine Translation.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Feature Noising for Log-Linear Structured Prediction.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Learning Biological Processes with Global Constraints.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

More Constructions, More Genres: Extending Stanford Dependencies.
Proceedings of the Second International Conference on Dependency Linguistics, 2013

Better Word Representations with Recursive Neural Networks for Morphology.
Proceedings of the Seventeenth Conference on Computational Natural Language Learning, 2013

Philosophers are Mortal: Inferring the Truth of Unseen Facts.
Proceedings of the Seventeenth Conference on Computational Natural Language Learning, 2013

The efficacy of human post-editing for language translation.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Parsing with Compositional Vector Grammars.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Fast and Adaptive Online Training of Feature-Rich Translation Models.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Effective Bilingual Constraints for Semi-Supervised Learning of Named Entity Recognizers.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
"Without the clutter of unimportant words": Descriptive keyphrases for text visualization.
ACM Trans. Comput.-Hum. Interact., 2012

Did It Happen? The Pragmatic Complexity of Veridicality Assessment.
Computational Linguistics, 2012

Combining joint models for biomedical event extraction.
BMC Bioinformatics, 2012

SPEDE: Probabilistic Edit Distance Metrics for MT Evaluation.
Proceedings of the Seventh Workshop on Statistical Machine Translation, 2012

Convolutional-Recursive Deep Learning for 3D Object Classification.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Entity Clustering Across Languages.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Parsing Time: Learning to Interpret Time Expressions.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

SUTime: A library for recognizing and normalizing time expressions.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Probabilistic Finite State Machines for Regression-based MT Evaluation.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

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, 2012

Semantic Compositionality through Recursive Matrix-Vector Spaces.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Learning Constraints for Consistent Timeline Extraction.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Short message communications: users, topics, and in-language processing.
Proceedings of the ACM Annual Symposium on Computing for Development, 2012

Interpretation and trust: designing model-driven visualizations for text analysis.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

Termite: visualization techniques for assessing textual topic models.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2012

Accurate Unsupervised Joint Named-Entity Extraction from Unaligned Parallel Text.
Proceedings of the 4th Named Entity Workshop, 2012

Baselines and Bigrams: Simple, Good Sentiment and Topic Classification.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

Deep Learning for NLP (without Magic).
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, 2012

Improving Word Representations via Global Context and Multiple Word Prototypes.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011
Spectral Chinese Restaurant Processes: Nonparametric Clustering Based on Similarities.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Stanford's Distantly-Supervised Slot-Filling System.
Proceedings of the Fourth Text Analysis Conference, 2011

Stanford-UBC Entity Linking at TAC-KBP, Again.
Proceedings of the Fourth Text Analysis Conference, 2011

Veridicality and Utterance Understanding.
Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Partially labeled topic models for interpretable text mining.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Analyzing the Dynamics of Research by Extracting Key Aspects of Scientific Papers.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Parsing Natural Scenes and Natural Language with Recursive Neural Networks.
Proceedings of the 28th International Conference on Machine Learning, 2011

Risk analysis for intellectual property litigation.
Proceedings of the 13th International Conference on Artificial Intelligence and Law, 2011

Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Multiword Expression Identification with Tree Substitution Grammars: A Parsing tour de force with French.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Natural Language Processing Tools for the Digital Humanities.
Proceedings of the Digital Humanities 2011, 2011

Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics?
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

Model Combination for Event Extraction in BioNLP 2011.
Proceedings of BioNLP Shared Task 2011 Workshop, Portland, Oregon, USA, June 24, 2011, 2011

Event Extraction as Dependency Parsing for BioNLP 2011.
Proceedings of BioNLP Shared Task 2011 Workshop, Portland, Oregon, USA, June 24, 2011, 2011

Customizing an Information Extraction System to a New Domain.
Proceedings of the ACL 2011 Workshop on Relational Models of Semantics, 2011

Event Extraction as Dependency Parsing.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010
Which words are hard to recognize? Prosodic, lexical, and disfluency factors that increase speech recognition error rates.
Speech Communication, 2010

A Simple Distant Supervision Approach for the TAC-KBP Slot Filling Task.
Proceedings of the Third Text Analysis Conference, 2010

Stanford-UBC Entity Linking at TAC-KBP.
Proceedings of the Third Text Analysis Conference, 2010

Ensemble Models for Dependency Parsing: Cheap and Good?
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Subword Variation in Text Message Classification.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Improved Models of Distortion Cost for Statistical Machine Translation.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Accurate Non-Hierarchical Phrase-Based Translation.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

The Best Lexical Metric for Phrase-Based Statistical MT System Optimization.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Phrasal: A Statistical Machine Translation Toolkit for Exploring New Model Features.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, June 2, 2010, Los Angeles, California, USA, 2010

Parsing to Stanford Dependencies: Trade-offs between Speed and Accuracy.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

A Multi-Pass Sieve for Coreference Resolution.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Viterbi Training Improves Unsupervised Dependency Parsing.
Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010

Probabilistic Tree-Edit Models with Structured Latent Variables for Textual Entailment and Question Answering.
Proceedings of the COLING 2010, 2010

Better Arabic Parsing: Baselines, Evaluations, and Analysis.
Proceedings of the COLING 2010, 2010

"Was It Good? It Was Provocative." Learning the Meaning of Scalar Adjectives.
Proceedings of the ACL 2010, 2010

Hierarchical Joint Learning: Improving Joint Parsing and Named Entity Recognition with Non-Jointly Labeled Data.
Proceedings of the ACL 2010, 2010

2009
Measuring machine translation quality as semantic equivalence: A metric based on entailment features.
Machine Translation, 2009

Clustering the tagged web.
Proceedings of the Second International Conference on Web Search and Web Data Mining, 2009

Machine Translation Evaluation with Textual Entailment Features.
Proceedings of the Fourth Workshop on Statistical Machine Translation, 2009

Disambiguating "DE" for Chinese-English Machine Translation.
Proceedings of the Fourth Workshop on Statistical Machine Translation, 2009

WikiWalk: Random walks on Wikipedia for Semantic Relatedness.
Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing, 2009

Random Walks for Text Semantic Similarity.
Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing, 2009

Stanford-UBC at TAC-KBP.
Proceedings of the Second Text Analysis Conference, 2009

Discriminative Reordering with Chinese Grammatical Relations Features.
Proceedings of the Third Workshop on Syntax and Structure in Statistical Translation, 2009

Hierarchical Bayesian Domain Adaptation.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Joint Parsing and Named Entity Recognition.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

An extended model of natural logic.
Proceedings of the Eight International Conference on Computational Semantics, 2009

Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Nested Named Entity Recognition.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Robust Machine Translation Evaluation with Entailment Features.
Proceedings of the ACL 2009, 2009

Multi-word expressions in textual inference: Much ado about nothing?
Proceedings of the 2009 Workshop on Applied Textual Inference, 2009

Quadratic-Time Dependency Parsing for Machine Translation.
Proceedings of the ACL 2009, 2009

Presupposed Content and Entailments in Natural Language Inference.
Proceedings of the 2009 Workshop on Applied Textual Inference, 2009

2008
A Global Joint Model for Semantic Role Labeling.
Computational Linguistics, 2008

Optimizing Chinese Word Segmentation for Machine Translation Performance.
Proceedings of the Third Workshop on Statistical Machine Translation, 2008

Regularization and Search for Minimum Error Rate Training.
Proceedings of the Third Workshop on Statistical Machine Translation, 2008

Deciding Entailment and Contradiction with Stochastic and Edit Distance-based Alignment.
Proceedings of the First Text Analysis Conference, 2008

Lexicon Schemas and Related Data Models: when Standards Meet Users.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Legal Docket Classification: Where Machine Learning Stumbles.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

A Phrase-Based Alignment Model for Natural Language Inference.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Studying the History of Ideas Using Topic Models.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

A Simple and Effective Hierarchical Phrase Reordering Model.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

The Stanford Typed Dependencies Representation.
Proceedings of the workshop on Cross-Framework and Cross-Domain Parser Evaluation@COLING 2008, 2008

Modeling Semantic Containment and Exclusion in Natural Language Inference.
Proceedings of the COLING 2008, 2008

Finding Contradictions in Text.
Proceedings of the ACL 2008, 2008

Which Words Are Hard to Recognize? Prosodic, Lexical, and Disfluency Factors that Increase ASR Error Rates.
Proceedings of the ACL 2008, 2008

Enforcing Transitivity in Coreference Resolution.
Proceedings of the ACL 2008, 2008

Efficient, Feature-based, Conditional Random Field Parsing.
Proceedings of the ACL 2008, 2008

Introduction to information retrieval.
Cambridge University Press, ISBN: 978-0-521-86571-5, 2008

2007
Regularization, adaptation, and non-independent features improve hidden conditional random fields for phone classification.
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

Natural Logic for Textual Inference.
Proceedings of the ACL-PASCAL@ACL 2007 Workshop on Textual Entailment and Paraphrasing, 2007

The Infinite Tree.
Proceedings of the ACL 2007, 2007

Learning Alignments and Leveraging Natural Logic.
Proceedings of the ACL-PASCAL@ACL 2007 Workshop on Textual Entailment and Paraphrasing, 2007

Robust Graph Alignment Methods for Textual Inference and Machine Reading.
Proceedings of the Machine Reading, 2007

2006
Graphical Model Representations of Word Lattices.
Proceedings of the 2006 IEEE ACL Spoken Language Technology Workshop, 2006

Learning to recognize features of valid textual entailments.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Generating Typed Dependency Parses from Phrase Structure Parses.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Unsupervised Discovery of a Statistical Verb Lexicon.
Proceedings of the EMNLP 2006, 2006

Solving the Problem of Cascading Errors: Approximate Bayesian Inference for Linguistic Annotation Pipelines.
Proceedings of the EMNLP 2006, 2006

An Effective Two-Stage Model for Exploiting Non-Local Dependencies in Named Entity Recognition.
Proceedings of the ACL 2006, 2006

2005
Natural language grammar induction with a generative constituent-context model.
Pattern Recognition, 2005

Exploring the boundaries: gene and protein identification in biomedical text.
BMC Bioinformatics, 2005

Robust Textual Inference via Graph Matching.
Proceedings of the HLT/EMNLP 2005, 2005

A Joint Model for Semantic Role Labeling.
Proceedings of the Ninth Conference on Computational Natural Language Learning, 2005

Joint Learning Improves Semantic Role Labeling.
Proceedings of the ACL 2005, 2005

Unsupervised Learning of Field Segmentation Models for Information Extraction.
Proceedings of the ACL 2005, 2005

Incorporating Non-local Information into Information Extraction Systems by Gibbs Sampling.
Proceedings of the ACL 2005, 2005

Morphological features help POS tagging of unknown words across language varieties.
Proceedings of the Fourth SIGHAN Workshop on Chinese Language Processing, 2005

A Conditional Random Field Word Segmenter for Sighan Bakeoff 2005.
Proceedings of the Fourth SIGHAN Workshop on Chinese Language Processing, 2005

Robust Textual Inference Via Learning and Abductive Reasoning.
Proceedings of the Proceedings, 2005

2004
Learning random walk models for inducing word dependency distributions.
Proceedings of the Machine Learning, 2004

The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection.
Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004

Max-Margin Parsing.
Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004

Verb Sense and Subcategorization: Using Joint Inference to Improve Performance on Complementary Task.
Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004

Using Feature Conjunctions Across Examples for Learning Pairwise Classifiers.
Proceedings of the Machine Learning: ECML 2004, 2004

Language Learning: Beyond Thunderdome.
Proceedings of the Eighth Conference on Computational Natural Language Learning, 2004

Exploiting Context for Biomedical Entity Recognition: From Syntax to the Web.
Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications, 2004

Deep Dependencies from Context-Free Statistical Parsers: Correcting the Surface Dependency Approximation.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

2003
Extrapolation methods for accelerating PageRank computations.
Proceedings of the Twelfth International World Wide Web Conference, 2003

Log-Linear Models for Label Ranking.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003

Optimization, Maxent Models, and Conditional Estimation without Magic.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003

A* Parsing: Fast Exact Viterbi Parse Selection.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003

Factored A* Search for Models over Sequences and Trees.
Proceedings of the IJCAI-03, 2003

Spectral Learning.
Proceedings of the IJCAI-03, 2003

Optimizing Local Probability Models for Statistical Parsing.
Proceedings of the Machine Learning: ECML 2003, 2003

A Generative Model for Semantic Role Labeling.
Proceedings of the Machine Learning: ECML 2003, 2003

Named Entity Recognition with Character-Level Models.
Proceedings of the Seventh Conference on Natural Language Learning, 2003

Is it Harder to Parse Chinese, or the Chinese Treebank?
Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003

Accurate Unlexicalized Parsing.
Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003

2002
Combining Heterogeneous Classifiers for Word Sense Disambiguation.
Proceedings of the ACL Workshop on Word Sense Disambiguation: Recent Successes and Future Directions, 2002

Fast Exact Inference with a Factored Model for Natural Language Parsing.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering.
Proceedings of the Machine Learning, 2002

Interpreting and Extending Classical Agglomerative Clustering Algorithms using a Model-Based approach.
Proceedings of the Machine Learning, 2002

Extentions to HMM-based Statistical Word Alignment Models.
Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing, 2002

Conditional Structure versus Conditional Estimation in NLP Models.
Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing, 2002

Feature Selection for a Rich HPSG Grammar Using Decision Trees.
Proceedings of the 6th Conference on Natural Language Learning, 2002

The LinGO Redwoods Treebank: Motivation and Preliminary Applications.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

A Generative Constituent-Context Model for Improved Grammar Induction.
Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002

2001
Kirrkirr: Software for Browsing and Visual Exploration of a Structured Warlpiri Dictionary.
LLC, 2001

Combining Heterogeneous Classifiers for Word-Sense Disambiguation.
Proceedings of Second International Workshop on Evaluating Word Sense Disambiguation Systems, 2001

Natural Language Grammar Induction Using a Constituent-Context Model.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Parsing and Hypergraphs.
Proceedings of the Seventh International Workshop on Parsing Technologies (IWPT-2001), 2001

Distributional phrase structure induction.
Proceedings of the ACL 2001 Workshop on Computational Natural Language Learning, 2001

Parsing with Treebank Grammars: Empirical Bounds, Theoretical Models, and the Structure of the Penn Treebank.
Proceedings of the Association for Computational Linguistic, 2001

Foundations of statistical natural language processing.
MIT Press, ISBN: 978-0-262-13360-9, 2001

2000
Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech Tagger.
Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 2000

What's related? Generalizing approaches to related articles in medicine.
Proceedings of the AMIA 2000, 2000

1999
Linguistics in an Age of Engineering.
Proceedings of the 13th Pacific Asia Conference on Language, 1999

1998
The segmentation problem in morphology learning.
Proceedings of the Joint Conference on New Methods in Language Processing and Computational Natural Language Learning, 1998

1997
Probabilistic Parsing Using Left Corner Language Models
CoRR, 1997

1993
Automatic Acquisition of a Large Subcategorization Dictionary from Corpora.
Proceedings of the 31st Annual Meeting of the Association for Computational Linguistics, 1993


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