Noah A. Smith

According to our database1, Noah A. Smith authored at least 205 papers between 2000 and 2019.

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2019
Analyzing Privacy Policies at Scale: From Crowdsourcing to Automated Annotations.
TWEB, 2019

To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks.
Proceedings of the 4th Workshop on Representation Learning for NLP, 2019

Polyglot Contextual Representations Improve Crosslingual Transfer.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Linguistic Knowledge and Transferability of Contextual Representations.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Deep Weighted Averaging Classifiers.
Proceedings of the Conference on Fairness, Accountability, and Transparency, 2019

Evaluating Gender Bias in Machine Translation.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Is Attention Interpretable?
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

The Risk of Racial Bias in Hate Speech Detection.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Variational Pretraining for Semi-supervised Text Classification.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Sentence Mover's Similarity: Automatic Evaluation for Multi-Sentence Texts.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Framing Effects: Choice of Slogans Used to Advertise Online Experiments Can Boost Recruitment and Lead to Sample Biases.
PACMHCI, 2018

"You are no Jack Kennedy": On Media Selection of Highlights from Presidential Debates.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

LSTMs Exploit Linguistic Attributes of Data.
Proceedings of The Third Workshop on Representation Learning for NLP, 2018

Learning Joint Semantic Parsers from Disjoint Data.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Parsing Tweets into Universal Dependencies.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Annotation Artifacts in Natural Language Inference Data.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Sounding Board: A User-Centric and Content-Driven Social Chatbot.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

Neural Text Generation in Stories Using Entity Representations as Context.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

The Importance of Calibration for Estimating Proportions from Annotations.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Creative Writing with a Machine in the Loop: Case Studies on Slogans and Stories.
Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018

Natural Language Processing for Analyzing Disaster Recovery Trends Expressed in Large Text Corpora.
Proceedings of the 2018 IEEE Global Humanitarian Technology Conference, 2018

Neural Cross-lingual Named Entity Recognition with Minimal Resources.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Syntactic Scaffolds for Semantic Structures.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Rational Recurrences.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Bridging CNNs, RNNs, and Weighted Finite-State Machines.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Backpropagating through Structured Argmax using a SPIGOT.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Neural Models for Documents with Metadata.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Event2Mind: Commonsense Inference on Events, Intents, and Reactions.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Polyglot Semantic Role Labeling.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
End-to-End Neural Segmental Models for Speech Recognition.
J. Sel. Topics Signal Processing, 2017

Greedy Transition-Based Dependency Parsing with Stack LSTMs.
Computational Linguistics, 2017

Multitask Learning with CTC and Segmental CRF for Speech Recognition.
Proceedings of the Interspeech 2017, 2017

Dynamic Entity Representations in Neural Language Models.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

What Do Recurrent Neural Network Grammars Learn About Syntax?
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Story Cloze Task: UW NLP System.
Proceedings of the 2nd Workshop on Linking Models of Lexical, 2017

The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task.
Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

Friendships, Rivalries, and Trysts: Characterizing Relations between Ideas in Texts.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Deep Multitask Learning for Semantic Dependency Parsing.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Neural Discourse Structure for Text Categorization.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Many Languages, One Parser.
TACL, 2016

Segmental Recurrent Neural Networks.
Proceedings of the 4th International Conference on Learning Representations, 2016

Crowdsourcing Annotations for Websites' Privacy Policies: Can It Really Work?
Proceedings of the 25th International Conference on World Wide Web, 2016

UW-CSE at SemEval-2016 Task 10: Detecting Multiword Expressions and Supersenses using Double-Chained Conditional Random Fields.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

CMU at SemEval-2016 Task 8: Graph-based AMR Parsing with Infinite Ramp Loss.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Generation from Abstract Meaning Representation using Tree Transducers.
Proceedings of the NAACL HLT 2016, 2016

Recurrent Neural Network Grammars.
Proceedings of the NAACL HLT 2016, 2016

Segmental Recurrent Neural Networks for End-to-End Speech Recognition.
Proceedings of the Interspeech 2016, 2016

Friends with Motives: Using Text to Infer Influence on SCOTUS.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Semi-Supervised Learning of Sequence Models with Method of Moments.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Character Sequence Models for Colorful Words.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Analyzing Framing through the Casts of Characters in the News.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Training with Exploration Improves a Greedy Stack LSTM Parser.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs.
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

Hierarchical Character-Word Models for Language Identification.
Proceedings of The Fourth International Workshop on Natural Language Processing for Social Media, 2016

A Neural Model for Language Identification in Code-Switched Tweets.
Proceedings of the Second Workshop on Computational Approaches to Code Switching@EMNLP 2016, 2016

2015
AD3: alternating directions dual decomposition for MAP inference in graphical models.
J. Mach. Learn. Res., 2015

Modeling User Arguments, Interactions, and Attributes for Stance Prediction in Online Debate Forums.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

A Corpus and Model Integrating Multiword Expressions and Supersenses.
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

Transforming Dependencies into Phrase Structures.
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

Retrofitting Word Vectors to Semantic Lexicons.
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

Toward Abstractive Summarization Using Semantic Representations.
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

Contextualized Sarcasm Detection on Twitter.
Proceedings of the Ninth International Conference on Web and Social Media, 2015

Learning Word Representations with Hierarchical Sparse Coding.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Bayesian Optimization of Text Representations.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Extractive Summarization by Maximizing Semantic Volume.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

A Utility Model of Authors in the Scientific Community.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Open Extraction of Fine-Grained Political Statements.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

A Supertag-Context Model for Weakly-Supervised CCG Parser Learning.
Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

Frame-Semantic Role Labeling with Heterogeneous Annotations.
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

Sparse Overcomplete Word Vector Representations.
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

Transition-Based Dependency Parsing with Stack Long Short-Term Memory.
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

The Media Frames Corpus: Annotations of Frames Across Issues.
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

The Utility of Text: The Case of Amicus Briefs and the Supreme Court.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Dynamic Language Models for Streaming Text.
TACL, 2014

Discriminative Lexical Semantic Segmentation with Gaps: Running the MWE Gamut.
TACL, 2014

Unsupervised Discovery of Biographical Structure from Text.
TACL, 2014

Narrative framing of consumer sentiment in online restaurant reviews.
First Monday, 2014

Phrase Dependency Machine Translation with Quasi-Synchronous Tree-to-Tree Features.
Computational Linguistics, 2014

Frame-Semantic Parsing.
Computational Linguistics, 2014

CMU: Arc-Factored, Discriminative Semantic Dependency Parsing.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Conditional Random Field Autoencoders for Unsupervised Structured Prediction.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Comprehensive Annotation of Multiword Expressions in a Social Web Corpus.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Making the Most of Bag of Words: Sentence Regularization with Alternating Direction Method of Multipliers.
Proceedings of the 31th International Conference on Machine Learning, 2014

Identifying Relevant Text Fragments to Help Crowdsource Privacy Policy Annotations.
Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

A Dependency Parser for Tweets.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Weakly-Supervised Bayesian Learning of a CCG Supertagger.
Proceedings of the Eighteenth Conference on Computational Natural Language Learning, 2014

A Step Towards Usable Privacy Policy: Automatic Alignment of Privacy Statements.
Proceedings of the COLING 2014, 2014

Linguistic Structured Sparsity in Text Categorization.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Overview of the 2014 NLP Unshared Task in PoliInformatics.
Proceedings of the Workshop on Language Technologies and Computational Social Science@ACL 2014, 2014

Unsupervised Alignment of Privacy Policies using Hidden Markov Models.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Simplified Dependency Annotations with GFL-Web.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

A Discriminative Graph-Based Parser for the Abstract Meaning Representation.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

A Bayesian Mixed Effects Model of Literary Character.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Distributed Representations of Geographically Situated Language.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Linguistic structure prediction with the sparseptron.
ACM Crossroads, 2013

Predicting the NFL using Twitter.
Proceedings of the 2nd Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2013 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2013), 2013

Supersense Tagging for Arabic: the MT-in-the-Middle Attack.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Improved Part-of-Speech Tagging for Online Conversational Text with Word Clusters.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

A Simple, Fast, and Effective Reparameterization of IBM Model 2.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Knowledge-Rich Morphological Priors for Bayesian Language Models.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

A Penny for Your Tweets: Campaign Contributions and Capitol Hill Microblogs.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Measuring Ideological Proportions in Political Speeches.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Learning Topics and Positions from Debatepedia.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Translating into Morphologically Rich Languages with Synthetic Phrases.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Inferring Social Rank in an Old Assyrian Trade Network.
Proceedings of the Digital Humanities 2013, 2013

A Framework for (Under)specifying Dependency Syntax without Overloading Annotators.
Proceedings of the 7th Linguistic Annotation Workshop and Interoperability with Discourse, 2013

Learning to Extract International Relations from Political Context.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Turning on the Turbo: Fast Third-Order Non-Projective Turbo Parsers.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Learning Latent Personas of Film Characters.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
pycdec: A Python Interface to cdec.
Prague Bull. Math. Linguistics, 2012

Censorship and deletion practices in Chinese social media.
First Monday, 2012

Empirical Risk Minimization for Probabilistic Grammars: Sample Complexity and Hardness of Learning.
Computational Linguistics, 2012

An Exact Dual Decomposition Algorithm for Shallow Semantic Parsing with Constraints.
Proceedings of the First Joint Conference on Lexical and Computational Semantics, 2012

Textual Predictors of Bill Survival in Congressional Committees.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Structured Sparsity in Natural Language Processing: Models, Algorithms and Applications.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Concavity and Initialization for Unsupervised Dependency Parsing.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Structured Ramp Loss Minimization for Machine Translation.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Graph-Based Lexicon Expansion with Sparsity-Inducing Penalties.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Word Salad: Relating Food Prices and Descriptions.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Recall-Oriented Learning of Named Entities in Arabic Wikipedia.
Proceedings of the EACL 2012, 2012

Transliteration by Sequence Labeling with Lattice Encodings and Reranking.
Proceedings of the 4th Named Entity Workshop, 2012

A Probabilistic Model for Canonicalizing Named Entity Mentions.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

Discovering Factions in the Computational Linguistics Community.
Proceedings of the Special Workshop on Rediscovering 50 Years of Discoveries@ACL 2012, 2012

Coarse Lexical Semantic Annotation with Supersenses: An Arabic Case Study.
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
Linguistic Structure Prediction
Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, 2011

Products of weighted logic programs.
TPLP, 2011

Online Learning of Structured Predictors with Multiple Kernels.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Generative Models of Monolingual and Bilingual Gappy Patterns.
Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

The CMU-ARK German-English Translation System.
Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

Author Age Prediction from Text using Linear Regression.
Proceedings of the 5th ACL Workshop on Language Technology for Cultural Heritage, 2011

An Augmented Lagrangian Approach to Constrained MAP Inference.
Proceedings of the 28th International Conference on Machine Learning, 2011

Predicting a Scientific Community's Response to an Article.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Structured Sparsity in Structured Prediction.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Dual Decomposition with Many Overlapping Components.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Quasi-Synchronous Phrase Dependency Grammars for Machine Translation.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Structured Databases of Named Entities from Bayesian Nonparametrics.
Proceedings of the First workshop on Unsupervised Learning in NLP@EMNLP 2011, 2011

Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Unsupervised Bilingual POS Tagging with Markov Random Fields.
Proceedings of the First workshop on Unsupervised Learning in NLP@EMNLP 2011, 2011

Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

Discovering Sociolinguistic Associations with Structured Sparsity.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

Unsupervised Word Alignment with Arbitrary Features.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

Semi-Supervised Frame-Semantic Parsing for Unknown Predicates.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

Better Hypothesis Testing for Statistical Machine Translation: Controlling for Optimizer Instability.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010
Covariance in Unsupervised Learning of Probabilistic Grammars.
J. Mach. Learn. Res., 2010

SEMAFOR: Frame Argument Resolution with Log-Linear Models.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

Empirical Risk Minimization with Approximations of Probabilistic Grammars.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Shedding (a Thousand Points of) Light on Biased Language.
Proceedings of the 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, 2010

Movie Reviews and Revenues: An Experiment in Text Regression.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Rating Computer-Generated Questions with Mechanical Turk.
Proceedings of the 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, 2010

Tree Edit Models for Recognizing Textual Entailments, Paraphrases, and Answers to Questions.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Good Question! Statistical Ranking for Question Generation.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Softmax-Margin CRFs: Training Log-Linear Models with Cost Functions.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Probabilistic Frame-Semantic Parsing.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Variational Inference for Adaptor Grammars.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

What's Worthy of Comment? Content and Comment Volume in Political Blogs.
Proceedings of the Fourth International Conference on Weblogs and Social Media, 2010

From Tweets to Polls: Linking Text Sentiment to Public Opinion Time Series.
Proceedings of the Fourth International Conference on Weblogs and Social Media, 2010

Turbo Parsers: Dependency Parsing by Approximate Variational Inference.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

A Latent Variable Model for Geographic Lexical Variation.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Distributed Asynchronous Online Learning for Natural Language Processing.
Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010

Nonparametric Word Segmentation for Machine Translation.
Proceedings of the COLING 2010, 2010

Viterbi Training for PCFGs: Hardness Results and Competitiveness of Uniform Initialization.
Proceedings of the ACL 2010, 2010

Favor Short Dependencies: Parsing with Soft and Hard Constraints on Dependency Length.
Proceedings of the Trends in Parsing Technology, 2010

2009
Nonextensive Information Theoretic Kernels on Measures.
J. Mach. Learn. Res., 2009

Predicting Response to Political Blog Posts with Topic Models.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Preference Grammars: Softening Syntactic Constraints to Improve Statistical Machine Translation.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Predicting Risk from Financial Reports with Regression.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Shared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar Induction.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

From Episodes to Sagas: Understanding the News by Identifying Temporally Related Story Sequences.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Tutorial summary: Structured prediction for natural language processing.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Polyhedral outer approximations with application to natural language parsing.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Feature-Rich Translation by Quasi-Synchronous Lattice Parsing.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Cube Summing, Approximate Inference with Non-Local Features, and Dynamic Programming without Semirings.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

Concise Integer Linear Programming Formulations for Dependency Parsing.
Proceedings of the ACL 2009, 2009

Paraphrase Identification as Probabilistic Quasi-Synchronous Recognition.
Proceedings of the ACL 2009, 2009

Variational Inference for Grammar Induction with Prior Knowledge.
Proceedings of the ACL 2009, 2009

Leveraging Structural Relations for Fluent Compressions at Multiple Compression Rates.
Proceedings of the ACL 2009, 2009

2008
Computational Approaches to Morphology and Syntax Brian Roark and Richard Sproat (Oregon Health and Science University and University of Illinois at Urbana-Champaign) Oxford: Oxford University Press (Oxford surveys in syntax and morphology, edited by Robert D. Van Valin Jr, volume 4), 2007, xx+316 pp; hardbound, ISBN 978-0-19-927477-2.
Computational Linguistics, 2008

Rich Source-Side Context for Statistical Machine Translation.
Proceedings of the Third Workshop on Statistical Machine Translation, 2008

Logistic Normal Priors for Unsupervised Probabilistic Grammar Induction.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Relative keyboard input system.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Nonextensive entropic kernels.
Proceedings of the Machine Learning, 2008

Dynamic Programming Algorithms as Products of Weighted Logic Programs.
Proceedings of the Logic Programming, 24th International Conference, 2008

Stacking Dependency Parsers.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

2007
Weighted and Probabilistic Context-Free Grammars Are Equally Expressive.
Computational Linguistics, 2007

What is the Jeopardy Model? A Quasi-Synchronous Grammar for QA.
Proceedings of the EMNLP-CoNLL 2007, 2007

Probabilistic Models of Nonprojective Dependency Trees.
Proceedings of the EMNLP-CoNLL 2007, 2007

Joint Morphological and Syntactic Disambiguation.
Proceedings of the EMNLP-CoNLL 2007, 2007

Computationally Efficient M-Estimation of Log-Linear Structure Models.
Proceedings of the ACL 2007, 2007

2006
Vine Parsing and Minimum Risk Reranking for Speed and Precision.
Proceedings of the Tenth Conference on Computational Natural Language Learning, 2006

Annealing Structural Bias in Multilingual Weighted Grammar Induction.
Proceedings of the ACL 2006, 2006

2005
Context-Based Morphological Disambiguation with Random Fields.
Proceedings of the HLT/EMNLP 2005, 2005

Compiling Comp Ling: Weighted Dynamic Programming and the Dyna Language.
Proceedings of the HLT/EMNLP 2005, 2005

Parsing with Soft and Hard Constraints on Dependency Length.
Proceedings of the Ninth International Workshop on Parsing Technology, 2005

Contrastive Estimation: Training Log-Linear Models on Unlabeled Data.
Proceedings of the ACL 2005, 2005

2004
Bilingual Parsing with Factored Estimation: Using English to Parse Korean.
Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004

Annealing Techniques For Unsupervised Statistical Language Learning.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

Dyna: A Language for Weighted Dynamic Programming.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, Barcelona, Spain, July 21-26, 2004, 2004

2003
The Web as a Parallel Corpus.
Computational Linguistics, 2003

2002
From Words to Corpora: Recognizing Translation.
Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing, 2002

2000
Cairo: An Alignment Visualization Tool.
Proceedings of the Second International Conference on Language Resources and Evaluation, 2000


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