@inproceedings{Nguyen:Boyd-Graber:Resnik-2014,
	Title = {Sometimes Average is Best: The Importance of Averaging for Prediction using MCMC Inference in Topic Modeling},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik},
	Year = {2014},
	Location = {Doha, Qatar},
}
@inproceedings{Orita:Feldman:Boyd-Graber-2014,
	Title = {Quantifying the role of discourse topicality in  speakers' choices of referring expressions},
	Booktitle = {ACL Workshop on Cognitive Modeling and Computational Linguistics},
	Author = {Naho Orita and Naomi Feldman and Jordan Boyd-Graber},
	Year = {2014},
	Location = {Baltimore, Maryland},
}
@inproceedings{Hu:Zhai:Eidelman:Boyd-Graber-2014,
	Title = {Polylingual Tree-Based Topic Models for Translation Domain Adaptation},
	Booktitle = {Association for Computational Linguistics},
	Author = {Yuening Hu and Ke Zhai and Vlad Eidelman and Jordan Boyd-Graber},
	Year = {2014},
	Location = {Baltimore, MD},
}
@inproceedings{Iyyer:Enns:Boyd-Graber:Resnik-2014,
	Title = {Political Ideology Detection Using Recursive Neural Networks},
	Booktitle = {Association for Computational Linguistics},
	Author = {Mohit Iyyer and Peter Enns and Jordan Boyd-Graber and Philip Resnik},
	Year = {2014},
	Location = {Baltimore, MD},
}
@inproceedings{Glasgow:Fink:Boyd-Graber-2014,
	Title = {Our grief is unspeakable: Measuring the community impact of a tragedy},
	Booktitle = {The International AAAI Conference on Weblogs and Social Media},
	Author = {Kimberly Glasgow and Clay Fink and Jordan Boyd-Graber},
	Year = {2014},
	Location = {Ann Arbor},
}
@inproceedings{II}:Boyd-Graber:He:Morgan:III}-2014,
	Title = {Don't Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Author = {Alvin {Grissom II} and Jordan Boyd-Graber and He He and John Morgan and Hal {Daum\'{e} III}},
	Year = {2014},
	Location = {Doha, Qatar},
}
@inproceedings{Smith:Chuang:Hu:Boyd-Graber:Findlater-2014,
	Title = {Concurrent Visualization of Relationships between Words and Topics in Topic Models},
	Booktitle = {ACL Workshop on Workshop on Interactive Language Learning, Visualization, and Interfaces},
	Author = {Alison Smith and Jason Chuang and Yuening Hu and Jordan Boyd-Graber and Leah Findlater},
	Year = {2014},
	Location = {Baltimore, Maryland},
}
@inproceedings{Nguyen:Hu:Boyd-Graber-2014,
	Title = {Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling Algorithms},
	Booktitle = {Association for Computational Linguistics},
	Author = {Thang Nguyen and Yuening Hu and Jordan Boyd-Graber},
	Year = {2014},
	Location = {Baltimore, MD},
}
@inproceedings{Iyyer:Boyd-Graber:Claudino:Socher:III-2014,
	Title = {A Neural Network for Factoid Question Answering over Paragraphs},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Author = {Mohit Iyyer and Jordan Boyd-Graber and Leonardo Claudino and Richard Socher and Hal Daume III},
	Year = {2014},
	Location = {Doha, Qatar},
}
@inproceedings{Nguyen:Boyd-Graber:Chang:Resnik-2013,
	Title = {Tree-Based Label Dependency Topic Models},
	Booktitle = {NIPS Workshop on Topic Models: Computation, Application, and Evaluation},
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Jonathan Chang and Philip Resnik},
	Year = {2013},
	Location = {Lake Tahoe, Nevada},
}
@inproceedings{Hu:Zhai:Edelman:Boyd-Graber-2013,
	Title = {Topic Models for Translation Domain Adaptation},
	Booktitle = {NIPS Workshop on Topic Models: Computation, Application, and Evaluation},
	Author = {Yuening Hu and Ke Zhai and Vlad Edelman and Jordan Boyd-Graber},
	Year = {2013},
	Location = {Lake Tahoe, Nevada},
}
@inproceedings{Boyd-Graber:Glasgow:Zajac-2013,
	Title = {Spoiler Alert: Machine Learning Approaches to Detect Social Media Posts with Revelatory Information},
	Booktitle = {ASIST 2013: The 76th Annual Meeting of the American Society for Information Science and Technology},
	Author = {Jordan Boyd-Graber and Kimberly Glasgow and Jackie Sauter Zajac},
	Year = {2013},
	Location = {Montreal, Canada},
}
@inproceedings{Zhai:Boyd-Graber-2013,
	Title = {Online Topic Models with Infinite Vocabulary},
	Booktitle = {International Conference on Machine Learning},
	Author = {Ke Zhai and Jordan Boyd-Graber},
	Year = {2013},
}
@article{Nguyen:Boyd-Graber:Resnik:Cai:Midberry:Wang-2013,
	Publisher = {Springer},
	Title = {Modeling Topic Control to Detect Influence in Conversations using Nonparametric Topic Models},
	Booktitle = {Machine Learning},
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik and Deborah Cai and Jennifer Midberry and Yuanxin Wang},
	Year = {2013},
	Pages = {1-41},
}
@inproceedings{Nguyen:Boyd-Graber:Resnik-2013,
	Title = {Lexical and Hierarchical Topic Regression},
	Booktitle = {Neural Information Processing Systems},
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik},
	Year = {2013},
	Location = {Lake Tahoe, Nevada},
}
@article{Hu:Boyd-Graber:Satinoff:Smith-2013,
	Publisher = {Springer},
	Title = {Interactive Topic Modeling},
	Booktitle = {Machine Learning},
	Author = {Yuening Hu and Jordan Boyd-Graber and Brianna Satinoff and Alison Smith},
	Year = {2013},
	Pages = {1-47},
}
@inproceedings{Nguyen:Hu:Boyd-Graber-2013,
	Title = {Evaluating Regularized Anchor Words},
	Booktitle = {NIPS Workshop on Topic Models: Computation, Application, and Evaluation},
	Author = {Thang Nguyen and Yuening Hu and Jordan Boyd-Graber},
	Year = {2013},
	Location = {Lake Tahoe, Nevada},
}
@inproceedings{Orita:McKeown:Feldman:Lidz:Boyd-Graber-2013,
	Title = {Discovering Pronoun Categories using Discourse Information},
	Booktitle = {Proceedings of the Cognitive Science Society},
	Author = {Naho Orita and Rebecca McKeown and Naomi H. Feldman and Jeffrey Lidz and Jordan Boyd-Graber},
	Year = {2013},
	Location = {Berlin, Germany},
}
@article{Nguyen:Boyd-Graber:Altschul-2013,
	Title = {Dirichlet Mixtures, the Dirichlet Process, and the Structure of Protein Space},
	Journal = {Journal of Computational Biology},
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Stephen Altschul},
	Number = {1},
	Volume = {20},
	Year = {2013},
}
@inproceedings{Hu:Boyd-Graber:III:Ying-2013,
	Title = {Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent},
	Booktitle = {Neural Information Processing Systems},
	Author = {Yuening Hu and Jordan Boyd-Graber and Hal Daume III and Z. Irene Ying},
	Year = {2013},
}
@inproceedings{Nguyen:Hu:Boyd-Graber:Resnik-2013,
	Title = {Argviz: Interactive Visualization of Topic Dynamics in Multi-party Conversations},
	Booktitle = {North American Association for Computational Linguistics},
	Author = {Viet-An Nguyen and Yuening Hu and Jordan Boyd-Graber and Philip Resnik},
	Year = {2013},
	Location = {Atlanta Georgia},
}
@inproceedings{Nguyen:Boyd-Graber:Resnik-2012,
	Title = {{SITS}: A Hierarchical Nonparametric Model using Speaker Identity for Topic Segmentation in Multiparty Conversations},
	Booktitle = {Association for Computational Linguistics},
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik},
	Year = {2012},
	Location = {Jeju, South Korea},
}
@inproceedings{Zhai:Boyd-Graber:Asadi:Alkhouja-2012,
	Title = {{Mr. LDA}: A Flexible Large Scale Topic Modeling Package using Variational Inference in MapReduce},
	Booktitle = {ACM International Conference on World Wide Web},
	Author = {Ke Zhai and Jordan Boyd-Graber and Nima Asadi and Mohamad Alkhouja},
	Year = {2012},
	Location = {Lyon, France},
}
@inproceedings{Nguyen:Boyd-Graber:Resnik-2012,
	Title = {``I Want to Talk About, Again, My Record On Energy~\dots'':  Modeling
  Topic Control in Conversations using Speaker-centric Nonparametric Topic Models},
	Booktitle = {Mid-Atlantic Student Colloquium on Speech, Language, and Learning},
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik},
	Year = {2012},
}
@inproceedings{Eidelman:Boyd-Graber:Resnik-2012,
	Title = {Topic Models for Dynamic Translation Model Adaptation},
	Booktitle = {Association for Computational Linguistics},
	Author = {Vladimir Eidelman and Jordan Boyd-Graber and Philip Resnik},
	Year = {2012},
	Location = {Jeju, South Korea},
}
@inproceedings{Hu:Boyd-Graber-2012,
	Title = {Suggesting Constraints for Interactive Topic Modeling},
	Booktitle = {ICML Workshop on Machine Learning in Human Computation and Crowdsourcing},
	Author = {Yuening Hu and Jordan Boyd-Graber},
	Year = {2012},
	Location = {Edinburgh, Scotland},
}
@inproceedings{Zhai:Boyd-Graber-2012,
	Title = {Online Topic Model with Infinite Vocabulary},
	Booktitle = {Mid-Atlantic Student Colloquium on Speech, Language, and Learning},
	Author = {Ke Zhai and Jordan Boyd-Graber},
	Year = {2012},
}
@inproceedings{Hu:Zhai:Williamson:Boyd-Graber-2012,
	Title = {Modeling Images using Transformed {I}ndian Buffet Processes},
	Booktitle = {International Conference of Machine Learning},
	Author = {Yuening Hu and Ke Zhai and Sinead Williamson and Jordan Boyd-Graber},
	Year = {2012},
	Location = {Edinburgh, Scotland},
}
@inproceedings{Sayeed:Boyd-Graber:Rusk:Weinberg-2012,
	Title = {Grammatical structures for word-level sentiment detection},
	Booktitle = {North American Association of Computational Linguistics},
	Author = {Asad B. Sayeed and Jordan Boyd-Graber and Bryan Rusk and Amy Weinberg},
	Year = {2012},
	Location = {Montreal, CA},
}
@inproceedings{Hu:Boyd-Graber-2012,
	Title = {Efficient Tree-Based Topic Modeling},
	Booktitle = {Association for Computational Linguistics},
	Author = {Yuening Hu and Jordan Boyd-Graber},
	Year = {2012},
	Location = {Jeju, South Korea},
}
@inproceedings{Boyd-Graber:Satinoff:He:III}-2012,
	Title = {Besting the Quiz Master: Crowdsourcing Incremental Classification Games},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Author = {Jordan Boyd-Graber and Brianna Satinoff and He He and Hal {Daum\'{e} III}},
	Year = {2012},
	Location = {Jeju, South Korea},
}
@inproceedings{Hu:Boyd-Graber-2012,
	Title = {Bayesian Hierarchical Clustering with Beta Coalescents},
	Booktitle = {Mid-Atlantic Student Colloquium on Speech, Language, and Learning},
	Author = {Yuening Hu and Jordan Boyd-Graber},
	Year = {2012},
}
@inproceedings{Satinoff:Boyd-Graber-2011,
	Title = {Trivial Classification: What features do humans use for classification?},
	Booktitle = {Workshop on Crowdsourcing Technologies for Language and Cognition Studies},
	Author = {Brianna Satinoff and Jordan Boyd-Graber},
	Year = {2011},
	Location = {Boulder, CO},
}
@inproceedings{Templeton:Fleischmann:Boyd-Graber-2011,
	Title = {Simulating Audiences: Automating Analysis of Values, Attitudes, and Sentiment},
	Booktitle = {IEEE International Conference on Social Computing},
	Author = {Clay Templeton and Kenneth R. Fleischmann and Jordan Boyd-Graber},
	Year = {2011},
	Location = {Cambridge, MA},
}
@inproceedings{Fleischmann:Templeton:Boyd-Graber-2011,
	Title = {Modeling Diverse Standpoints in Text Classification: Learning to Be Human by Modeling Human Values},
	Booktitle = {iConference},
	Author = {Kenneth R. Fleischmann and Clay Templeton and Jordan Boyd-Graber},
	Year = {2011},
	Location = {Seattle, Washington},
}
@inproceedings{Templeton:Brown:Battacharyya:Boyd-Graber-2011,
	Title = {Mining the Dispatch under Supervision: Using Casualty Counts to Guide Topics from the Richmond Daily Dispatch Corpus},
	Booktitle = {Chicago Colloquium on Digital Humanities and Computer Science},
	Author = {Clay Templeton and Travis Brown and Sayan Battacharyya and Jordan Boyd-Graber},
	Year = {2011},
	Location = {Chicago, IL},
}
@inproceedings{Boyd-Graber-2011,
	Title = {Linguistic Resource Creation in a Web 2.0 World},
	Booktitle = {NSF Workshop on Collaborative Annotation},
	Author = {Jordan Boyd-Graber},
	Year = {2011},
	Location = {New York, New York},
}
@inproceedings{Hu:Boyd-Graber:Satinoff-2011,
	Title = {Interactive Topic Modeling},
	Booktitle = {Association for Computational Linguistics},
	Author = {Yuening Hu and Jordan Boyd-Graber and Brianna Satinoff},
	Year = {2011},
	Location = {Portland, Oregon},
}
@inproceedings{Templeton:Fleischmann:Boyd-Graber-2011,
	Title = {Comparing Values and Sentiment Using Mechanical Turk},
	Booktitle = {iConference},
	Author = {Clay Templeton and Kenneth R. Fleischmann and Jordan Boyd-Graber},
	Year = {2011},
	Location = {Seattle, Washington},
}
@inbook{Nikolova:Boyd-Graber:Fellbaum-2011,
	Publisher = {Springer Verlag},
	Address = {Heidelberg},
	Author = {Sonya S. Nikolova and Jordan Boyd-Graber and Christiane Fellbaum},
	Series = {Studies in Computational Intelligence},
	Booktitle = {Modeling, Learning and Processing of Text Technological Data Structures},
	Title = {Collecting Semantic Similarity Ratings to Connect Concepts in Assistive Communication Tools},
	Year = {2011},
	Editor = {Angelika Storrer},
}
@inproceedings{Anand:King:Boyd-Graber:Wagner:Martell:Oard:Resnik-2011,
	Title = {Believe Me: We Can Do This!},
	Booktitle = {The AAAI 2011 workshop on Computational Models of Natural Argument},
	Author = {Pranav Anand and Joseph King and Jordan Boyd-Graber and Earl Wagner and Craig Martell and Douglas W. Oard and Philip Resnik},
	Year = {2011},
	Location = {San Francisco, CA},
}
@inproceedings{Hardisty:Boyd-Graber:Resnik-2010,
	Title = {Modeling Perspective using Adaptor Grammars},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Author = {Eric Hardisty and Jordan Boyd-Graber and Philip Resnik},
	Year = {2010},
	Location = {Cambridge, MA},
}
@inproceedings{Madnani:Boyd-Graber:Resnik-2010,
	Title = {Measuring Transitivity Using Untrained Annotators},
	Booktitle = {Creating Speech and Language Data With Amazon's Mechanical Turk},
	Author = {Nitin Madnani and Jordan Boyd-Graber and Philip Resnik},
	Year = {2010},
	Location = {Los Angeles, CA},
}
@phdthesis{Boyd-Graber-2010,
	School = {Princeton University},
	Title = {Linguistic Extensions of Topic Models},
	Author = {Jordan Boyd-Graber},
	Year = {2010},
}
@inproceedings{Boyd-Graber:Resnik-2010,
	Title = {Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Author = {Jordan Boyd-Graber and Philip Resnik},
	Year = {2010},
	Location = {Cambridge, MA},
}
@inproceedings{Nikolova:Boyd-Graber:Cook-2009,
	Publisher = {ACM},
	Isbn = {978-1-60558-247-4},
	Address = {New York, NY, USA},
	Author = {Sonya S. Nikolova and Jordan Boyd-Graber and Perry Cook},
	Booktitle = {Proceedings of the 27th international conference extended abstracts on Human factors in computing systems},
	Title = {The Design of ViVA: A Mixed-initiative Visual Vocabulary for Aphasia},
	Year = {2009},
	Location = {Boston, MA, USA},
	Pages = {4015--4020},
}
@inproceedings{Ma:Boyd-Graber:Nikolova:Cook-2009,
	Title = {Speaking Through Pictures: Images vs. Icons},
	Booktitle = {ACM Conference on Computers and Accessibility},
	Author = {Xiaojuan Ma and Jordan Boyd-Graber and Sonya S. Nikolova and Perry Cook},
	Year = {2009},
	Location = {Pittsburgh, PA},
}
@inproceedings{Chang:Boyd-Graber:Wang:Gerrish:Blei-2009,
	Title = {Reading Tea Leaves: How Humans Interpret Topic Models},
	Booktitle = {Neural Information Processing Systems},
	Author = {Jonathan Chang and Jordan Boyd-Graber and Chong Wang and Sean Gerrish and David M. Blei},
	Year = {2009},
	Location = {Vancouver, British Columbia},
}
@inproceedings{Boyd-Graber:Blei-2009,
	Title = {Multilingual Topic Models for Unaligned Text},
	Booktitle = {Uncertainty in Artificial Intelligence},
	Author = {Jordan Boyd-Graber and David M. Blei},
	Year = {2009},
	Location = {Montreal, Quebec},
}
@inproceedings{Chang:Boyd-Graber:Blei-2009,
	Title = {Connections between the Lines: Augmenting Social Networks with Text},
	Booktitle = {Refereed Conference on Knowledge Discovery and Data Mining},
	Author = {Jonathan Chang and Jordan Boyd-Graber and David M. Blei},
	Year = {2009},
	Location = {Paris, France},
}
@inproceedings{Nikolova:Boyd-Graber:Fellbaum:Cook-2009,
	Author = {Sonya S. Nikolova and Jordan Boyd-Graber and Christiane Fellbaum and Perry Cook},
	Booktitle = {ACM Conference on Computers and Accessibility},
	Title = {Better Vocabularies for Assistive Communication Aids: Connecting Terms using Semantic Networks and Untrained Annotators},
	Year = {2009},
	Location = {Pittsburgh, PA},
}
@inproceedings{Boyd-Graber:Blei-2008,
	Title = {Syntactic Topic Models},
	Booktitle = {Neural Information Processing Systems},
	Author = {Jordan Boyd-Graber and David M. Blei},
	Year = {2008},
	Location = {Vancouver, British Columbia},
}
@inproceedings{Boyd-Graber:Blei-2008,
	Title = {Multilingual Topic Models},
	Booktitle = {NIPS Workshop on Unsupervised Latent Variable Models},
	Author = {Jordan Boyd-Graber and David M. Blei},
	Year = {2008},
	Location = {Whistler, Canada},
}
@inproceedings{Chang:Boyd-Graber:Blei-2008,
	Title = {Discovering social networks from free text},
	Booktitle = {3rd Annual Machine Learning Symposium},
	Author = {Jonathan Chang and Jordan Boyd-Graber and David M. Blei},
	Year = {2008},
	Location = {New York, New York},
}
@inproceedings{Boyd-Graber:Blei-2007,
	Title = {{PUTOP}: {T}urning Predominant Senses into a Topic Model for {WSD}},
	Booktitle = {4th International Workshop on Semantic Evaluations},
	Author = {Jordan Boyd-Graber and David M. Blei},
	Year = {2007},
	Location = {Prague, Czech Republic},
}
@inproceedings{Boyd-Graber:Blei:Zhu-2007,
	Title = {A Topic Model for Word Sense Disambiguation},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Author = {Jordan Boyd-Graber and David M. Blei and Xiaojin Zhu},
	Year = {2007},
	Location = {Prague, Czech Republic},
}
@inproceedings{Boyd-Graber:Nikolova:Moffatt:Kin:Lee:Mackey:Tremaine:Klawe-2006,
	Title = {Participatory design with proxies: {D}eveloping a desktop-{PDA} system to support people with aphasia},
	Booktitle = {Computer-Human Interaction},
	Author = {Jordan Boyd-Graber and Sonya S. Nikolova and Karyn A. Moffatt and Kenrick C. Kin and Joshua Y. Lee and Lester W. Mackey and Marilyn M. Tremaine and Maria M. Klawe},
	Year = {2006},
	Location = {Montreal, Quebec},
}
@inproceedings{Boyd-Graber:Fellbaum:Osherson:Schapire-2006,
	Title = {Adding Dense, Weighted, Connections to {WordNet}},
	Booktitle = {Proceedings of the Global {WordNet} Conference},
	Author = {Jordan Boyd-Graber and Christiane Fellbaum and Daniel Osherson and Robert Schapire},
	Year = {2006},
	Location = {Jeju, South Korea},
}
@article{Geyken:Boyd-Graber-2003,
	Title = {Automatic classification of multi-word expressions in print dictionaries},
	Journal = {Linguisticae Investigationes},
	Author = {Alexander Geyken and Jordan Boyd-Graber},
	Number = {2},
	Volume = {26},
	Year = {2003},
}