Jordan Boyd-Graber: Publications (Category)

Assistive Technology

Sonya S. Nikolova, Jordan Boyd-Graber, and Christiane Fellbaum. Collecting Semantic Similarity Ratings to Connect Concepts in Assistive Communication Tools. Modeling, Learning and Processing of Text Technological Data Structures, 2011. [Ratings] [BIBTEX]

@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},
}

Sonya S. Nikolova, Jordan Boyd-Graber, Christiane Fellbaum, and Perry Cook. Better Vocabularies for Assistive Communication Aids: Connecting Terms using Semantic Networks and Untrained Annotators. ACM Conference on Computers and Accessibility, 2009. [Ratings] [Slides] [BIBTEX]

@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},
}

Xiaojuan Ma, Jordan Boyd-Graber, Sonya S. Nikolova, and Perry Cook. Speaking Through Pictures: Images vs. Icons. ACM Conference on Computers and Accessibility, 2009. [Slides] [BIBTEX]

@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},
}

Jordan Boyd-Graber, Sonya S. Nikolova, Karyn A. Moffatt, Kenrick C. Kin, Joshua Y. Lee, Lester W. Mackey, Marilyn M. Tremaine, and Maria M. Klawe. Participatory design with proxies: Developing a desktop-PDA system to support people with aphasia. Computer-Human Interaction, 2006. [Presentation] [BIBTEX]

@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},
}

Bayesian Non-parametrics

Viet-An Nguyen, Yuening Hu, Jordan Boyd-Graber, and Philip Resnik. Argviz: Interactive Visualization of Topic Dynamics in Multi-party Conversations. North American Association for Computational Linguistics, 2013. [BIBTEX]

@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},
}

Yuening Hu, Jordan Boyd-Graber, Hal Daume III, and Z. Irene Ying. Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent. Neural Information Processing Systems, 2013. [Supplement] [BIBTEX]

@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},
}

Viet-An Nguyen, Jordan Boyd-Graber, and Stephen Altschul. Dirichlet Mixtures, the Dirichlet Process, and the Structure of Protein Space. Journal of Computational Biology, 2013. [Journal] [BIBTEX]

@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},
}

Naho Orita, Rebecca McKeown, Naomi H. Feldman, Jeffrey Lidz, and Jordan Boyd-Graber. Discovering Pronoun Categories using Discourse Information. Proceedings of the Cognitive Science Society, 2013. [BIBTEX]

@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},
}

Viet-An Nguyen, Jordan Boyd-Graber, and Philip Resnik. Lexical and Hierarchical Topic Regression. Neural Information Processing Systems, 2013. [Supplement] [BIBTEX]

@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},
}

Viet-An Nguyen, Jordan Boyd-Graber, Philip Resnik, Deborah Cai, Jennifer Midberry, and Yuanxin Wang. Modeling Topic Control to Detect Influence in Conversations using Nonparametric Topic Models. Machine Learning, 2013. [Journal] [BIBTEX]

@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},
}

Ke Zhai and Jordan Boyd-Graber. Online Topic Models with Infinite Vocabulary. International Conference on Machine Learning, 2013. [Poster] [Talk] [BIBTEX]

@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},
}

Yuening Hu and Jordan Boyd-Graber. Bayesian Hierarchical Clustering with Beta Coalescents. Mid-Atlantic Student Colloquium on Speech, Language, and Learning, 2012. [BIBTEX]

@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},
}

Yuening Hu, Ke Zhai, Sinead Williamson, and Jordan Boyd-Graber. Modeling Images using Transformed Indian Buffet Processes. International Conference of Machine Learning, 2012. [Code] [Data] [Presentation] [BIBTEX]

@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},
}

Ke Zhai and Jordan Boyd-Graber. Online Topic Model with Infinite Vocabulary. Mid-Atlantic Student Colloquium on Speech, Language, and Learning, 2012. [BIBTEX]

@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},
}

Viet-An Nguyen, Jordan Boyd-Graber, and Philip Resnik. "I Want to Talk About, Again, My Record On Energy …'': Modeling Topic Control in Conversations using Speaker-centric Nonparametric Topic Models. Mid-Atlantic Student Colloquium on Speech, Language, and Learning, 2012. [BIBTEX]

@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},
}

Viet-An Nguyen, Jordan Boyd-Graber, and Philip Resnik. SITS: A Hierarchical Nonparametric Model using Speaker Identity for Topic Segmentation in Multiparty Conversations. Association for Computational Linguistics, 2012. [Data] [Slides] [Appendix] [BIBTEX]

@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},
}

Eric Hardisty, Jordan Boyd-Graber, and Philip Resnik. Modeling Perspective using Adaptor Grammars. Empirical Methods in Natural Language Processing, 2010. [BIBTEX]

@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},
}

Jordan Boyd-Graber and David M. Blei. Syntactic Topic Models. Neural Information Processing Systems, 2008. [Presentation] [BIBTEX]

@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},
}

Computational Biology

@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},
}

@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},
}

Data Mining

Viet-An Nguyen, Jordan Boyd-Graber, Jonathan Chang, and Philip Resnik. Tree-Based Label Dependency Topic Models. NIPS Workshop on Topic Models: Computation, Application, and Evaluation, 2013. [BIBTEX]

@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},
}

Ke Zhai, Jordan Boyd-Graber, Nima Asadi, and Mohamad Alkhouja. Mr. LDA: A Flexible Large Scale Topic Modeling Package using Variational Inference in MapReduce. ACM International Conference on World Wide Web, 2012. [Code] [Slides] [BIBTEX]

@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},
}

Jonathan Chang, Jordan Boyd-Graber, and David M. Blei. Connections between the Lines: Augmenting Social Networks with Text. Refereed Conference on Knowledge Discovery and Data Mining, 2009. [Browser] [Code] [Data] [Slides] [Video] [BIBTEX]

@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},
}

Jonathan Chang, Jordan Boyd-Graber, and David M. Blei. Discovering social networks from free text. 3rd Annual Machine Learning Symposium, 2008. [Poster] [Code] [Discussion] [BIBTEX]

@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},
}

Deep Learning

Mohit Iyyer, Jordan Boyd-Graber, Leonardo Claudino, Richard Socher, and Hal Daume III. A Neural Network for Factoid Question Answering over Paragraphs. Empirical Methods in Natural Language Processing, 2014. [BIBTEX]

@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},
}

Mohit Iyyer, Peter Enns, Jordan Boyd-Graber, and Philip Resnik. Political Ideology Detection Using Recursive Neural Networks. Association for Computational Linguistics, 2014. [Data] [BIBTEX]

@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},
}

Digital Humanities

Clay Templeton, Travis Brown, Sayan Battacharyya, and Jordan Boyd-Graber. Mining the Dispatch under Supervision: Using Casualty Counts to Guide Topics from the Richmond Daily Dispatch Corpus. Chicago Colloquium on Digital Humanities and Computer Science, 2011. [BIBTEX]

@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},
}

Empirical Human Data Collection

Jordan Boyd-Graber, Brianna Satinoff, He He, and Hal Daum\'e III. Besting the Quiz Master: Crowdsourcing Incremental Classification Games. Empirical Methods in Natural Language Processing, 2012. [Presentation] [BIBTEX]

@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},
}

Yuening Hu and Jordan Boyd-Graber. Suggesting Constraints for Interactive Topic Modeling. ICML Workshop on Machine Learning in Human Computation and Crowdsourcing, 2012. [Abstract] [BIBTEX]

@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},
}

@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},
}

Clay Templeton, Kenneth R. Fleischmann, and Jordan Boyd-Graber. Comparing Values and Sentiment Using Mechanical Turk. iConference, 2011. [BIBTEX]

@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},
}

Jordan Boyd-Graber. Linguistic Resource Creation in a Web 2.0 World. NSF Workshop on Collaborative Annotation, 2011. [BIBTEX]

@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},
}

Kenneth R. Fleischmann, Clay Templeton, and Jordan Boyd-Graber. Modeling Diverse Standpoints in Text Classification: Learning to Be Human by Modeling Human Values. iConference, 2011. [BIBTEX]

@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},
}

Clay Templeton, Kenneth R. Fleischmann, and Jordan Boyd-Graber. Simulating Audiences: Automating Analysis of Values, Attitudes, and Sentiment. IEEE International Conference on Social Computing, 2011. [BIBTEX]

@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},
}

Brianna Satinoff and Jordan Boyd-Graber. Trivial Classification: What features do humans use for classification?. Workshop on Crowdsourcing Technologies for Language and Cognition Studies, 2011. [BIBTEX]

@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},
}

Nitin Madnani, Jordan Boyd-Graber, and Philip Resnik. Measuring Transitivity Using Untrained Annotators. Creating Speech and Language Data With Amazon's Mechanical Turk, 2010. [Data] [BIBTEX]

@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},
}

Jonathan Chang, Jordan Boyd-Graber, Chong Wang, Sean Gerrish, and David M. Blei. Reading Tea Leaves: How Humans Interpret Topic Models. Neural Information Processing Systems, 2009. [Data] [Presentation] [Video] [BIBTEX]

@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},
}

Jonathan Chang and I shared a NIPS student award honorable mention for this paper (5 out of 1105)

Jordan Boyd-Graber, Christiane Fellbaum, Daniel Osherson, and Robert Schapire. Adding Dense, Weighted, Connections to WordNet. Proceedings of the Global WordNet Conference, 2006. [Presentation] [Ratings] [BIBTEX]

@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},
}

Human-Computer Interaction

Alison Smith, Jason Chuang, Yuening Hu, Jordan Boyd-Graber, and Leah Findlater. Concurrent Visualization of Relationships between Words and Topics in Topic Models. ACL Workshop on Workshop on Interactive Language Learning, Visualization, and Interfaces, 2014. [BIBTEX]

@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: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},
}

Yuening Hu, Jordan Boyd-Graber, Brianna Satinoff, and Alison Smith. Interactive Topic Modeling. Machine Learning, 2013. [Journal] [Frontend Code] [Backend Code] [BIBTEX]

@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{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},
}

Yuening Hu and Jordan Boyd-Graber. Suggesting Constraints for Interactive Topic Modeling. ICML Workshop on Machine Learning in Human Computation and Crowdsourcing, 2012. [Abstract] [BIBTEX]

@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},
}

Yuening Hu, Jordan Boyd-Graber, and Brianna Satinoff. Interactive Topic Modeling. Association for Computational Linguistics, 2011. [Slides] [Code] [BIBTEX]

@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{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{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},
}

Xiaojuan Ma, Jordan Boyd-Graber, Sonya S. Nikolova, and Perry Cook. Speaking Through Pictures: Images vs. Icons. ACM Conference on Computers and Accessibility, 2009. [Slides] [BIBTEX]

@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{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},
}

Images

@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},
}

Xiaojuan Ma, Jordan Boyd-Graber, Sonya S. Nikolova, and Perry Cook. Speaking Through Pictures: Images vs. Icons. ACM Conference on Computers and Accessibility, 2009. [Slides] [BIBTEX]

@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},
}

Lexical Semantics

@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},
}

Jordan Boyd-Graber. Linguistic Resource Creation in a Web 2.0 World. NSF Workshop on Collaborative Annotation, 2011. [BIBTEX]

@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},
}

Jordan Boyd-Graber, David M. Blei, and Xiaojin Zhu. A Topic Model for Word Sense Disambiguation. Empirical Methods in Natural Language Processing, 2007. [Presentation] [Code] [BIBTEX]

@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},
}

Jordan Boyd-Graber and David M. Blei. PUTOP: Turning Predominant Senses into a Topic Model for WSD. 4th International Workshop on Semantic Evaluations, 2007. [BIBTEX]

@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: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},
}

MCMC Inference

Yuening Hu, Ke Zhai, Vlad Eidelman, and Jordan Boyd-Graber. Polylingual Tree-Based Topic Models for Translation Domain Adaptation. Association for Computational Linguistics, 2014. [BIBTEX]

@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{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: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},
}

Yuening Hu and Jordan Boyd-Graber. Bayesian Hierarchical Clustering with Beta Coalescents. Mid-Atlantic Student Colloquium on Speech, Language, and Learning, 2012. [BIBTEX]

@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},
}

Yuening Hu and Jordan Boyd-Graber. Efficient Tree-Based Topic Modeling. Association for Computational Linguistics, 2012. [BIBTEX]

@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{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},
}

Machine Translation

Alvin Grissom II, Jordan Boyd-Graber, He He, John Morgan, and Hal Daum\'e III. Don't Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation. Empirical Methods in Natural Language Processing, 2014. [BIBTEX]

@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},
}

Yuening Hu, Ke Zhai, Vlad Eidelman, and Jordan Boyd-Graber. Polylingual Tree-Based Topic Models for Translation Domain Adaptation. Association for Computational Linguistics, 2014. [BIBTEX]

@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},
}

Yuening Hu, Ke Zhai, Vlad Edelman, and Jordan Boyd-Graber. Topic Models for Translation Domain Adaptation. NIPS Workshop on Topic Models: Computation, Application, and Evaluation, 2013. [BIBTEX]

@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},
}

Vladimir Eidelman, Jordan Boyd-Graber, and Philip Resnik. Topic Models for Dynamic Translation Model Adaptation. Association for Computational Linguistics, 2012. [Presentation] [BIBTEX]

@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},
}

Multilingual Corpora

Yuening Hu, Ke Zhai, Vlad Eidelman, and Jordan Boyd-Graber. Polylingual Tree-Based Topic Models for Translation Domain Adaptation. Association for Computational Linguistics, 2014. [BIBTEX]

@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},
}

Jordan Boyd-Graber and Philip Resnik. Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation. Empirical Methods in Natural Language Processing, 2010. [Data] [BIBTEX]

@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},
}

Jordan Boyd-Graber and David M. Blei. Multilingual Topic Models for Unaligned Text. Uncertainty in Artificial Intelligence, 2009. [BIBTEX]

@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},
}

Jordan Boyd-Graber and David M. Blei. Multilingual Topic Models. NIPS Workshop on Unsupervised Latent Variable Models, 2008. [Poster] [BIBTEX]

@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},
}

Question Answering

@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{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},
}

Reinforcement Learning

@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{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},
}

Sentiment and Perspective

Kimberly Glasgow, Clay Fink, and Jordan Boyd-Graber. Our grief is unspeakable: Measuring the community impact of a tragedy. The International AAAI Conference on Weblogs and Social Media, 2014. [BIBTEX]

@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{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},
}

Viet-An Nguyen, Jordan Boyd-Graber, and Philip Resnik. Sometimes Average is Best: The Importance of Averaging for Prediction using MCMC Inference in Topic Modeling. Empirical Methods in Natural Language Processing, 2014. [BIBTEX]

@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{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},
}

Viet-An Nguyen, Jordan Boyd-Graber, and Philip Resnik. Lexical and Hierarchical Topic Regression. Neural Information Processing Systems, 2013. [Supplement] [BIBTEX]

@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{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},
}

Jordan Boyd-Graber, Kimberly Glasgow, and Jackie Sauter Zajac. Spoiler Alert: Machine Learning Approaches to Detect Social Media Posts with Revelatory Information. ASIST 2013: The 76th Annual Meeting of the American Society for Information Science and Technology, 2013. [Data] [BIBTEX]

@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},
}

Asad B. Sayeed, Jordan Boyd-Graber, Bryan Rusk, and Amy Weinberg. Grammatical structures for word-level sentiment detection. North American Association of Computational Linguistics, 2012. [Data] [BIBTEX]

@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{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{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},
}

Pranav Anand, Joseph King, Jordan Boyd-Graber, Earl Wagner, Craig Martell, Douglas W. Oard, and Philip Resnik. Believe Me: We Can Do This!. The AAAI 2011 workshop on Computational Models of Natural Argument, 2011. [Data] [Presentation] [BIBTEX]

@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},
}

Clay Templeton, Kenneth R. Fleischmann, and Jordan Boyd-Graber. Comparing Values and Sentiment Using Mechanical Turk. iConference, 2011. [BIBTEX]

@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},
}

@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{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: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{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},
}

Eric Hardisty, Jordan Boyd-Graber, and Philip Resnik. Modeling Perspective using Adaptor Grammars. Empirical Methods in Natural Language Processing, 2010. [BIBTEX]

@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},
}

Spectral Methods

Thang Nguyen, Yuening Hu, and Jordan Boyd-Graber. Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling Algorithms. Association for Computational Linguistics, 2014. [Talk] [BIBTEX]

@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},
}

Thang Nguyen, Yuening Hu, and Jordan Boyd-Graber. Evaluating Regularized Anchor Words. NIPS Workshop on Topic Models: Computation, Application, and Evaluation, 2013. [BIBTEX]

@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},
}

Syntax

@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{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},
}

Naho Orita, Naomi Feldman, and Jordan Boyd-Graber. Quantifying the role of discourse topicality in speakers' choices of referring expressions. ACL Workshop on Cognitive Modeling and Computational Linguistics, 2014. [BIBTEX]

@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{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},
}

@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},
}

Jordan Boyd-Graber and David M. Blei. Syntactic Topic Models. Neural Information Processing Systems, 2008. [Presentation] [BIBTEX]

@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},
}

Topic Models

@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{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},
}

Yuening Hu, Ke Zhai, Vlad Eidelman, and Jordan Boyd-Graber. Polylingual Tree-Based Topic Models for Translation Domain Adaptation. Association for Computational Linguistics, 2014. [BIBTEX]

@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{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{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: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},
}

Thang Nguyen, Yuening Hu, and Jordan Boyd-Graber. Evaluating Regularized Anchor Words. NIPS Workshop on Topic Models: Computation, Application, and Evaluation, 2013. [BIBTEX]

@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},
}

Yuening Hu, Jordan Boyd-Graber, Brianna Satinoff, and Alison Smith. Interactive Topic Modeling. Machine Learning, 2013. [Journal] [Frontend Code] [Backend Code] [BIBTEX]

@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},
}

Viet-An Nguyen, Jordan Boyd-Graber, and Philip Resnik. Lexical and Hierarchical Topic Regression. Neural Information Processing Systems, 2013. [Supplement] [BIBTEX]

@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},
}

Ke Zhai and Jordan Boyd-Graber. Online Topic Models with Infinite Vocabulary. International Conference on Machine Learning, 2013. [Poster] [Talk] [BIBTEX]

@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},
}

@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{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},
}

Yuening Hu and Jordan Boyd-Graber. Efficient Tree-Based Topic Modeling. Association for Computational Linguistics, 2012. [BIBTEX]

@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},
}

Ke Zhai and Jordan Boyd-Graber. Online Topic Model with Infinite Vocabulary. Mid-Atlantic Student Colloquium on Speech, Language, and Learning, 2012. [BIBTEX]

@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},
}

Yuening Hu and Jordan Boyd-Graber. Suggesting Constraints for Interactive Topic Modeling. ICML Workshop on Machine Learning in Human Computation and Crowdsourcing, 2012. [Abstract] [BIBTEX]

@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},
}

Vladimir Eidelman, Jordan Boyd-Graber, and Philip Resnik. Topic Models for Dynamic Translation Model Adaptation. Association for Computational Linguistics, 2012. [Presentation] [BIBTEX]

@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{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},
}

Yuening Hu, Jordan Boyd-Graber, and Brianna Satinoff. Interactive Topic Modeling. Association for Computational Linguistics, 2011. [Slides] [Code] [BIBTEX]

@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: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: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},
}

Jordan Boyd-Graber. Linguistic Extensions of Topic Models. Ph.D. thesis, Princeton University, 2010. [BIBTEX]

@phdthesis{Boyd-Graber-2010,
	School = {Princeton University},
	Title = {Linguistic Extensions of Topic Models},
	Author = {Jordan Boyd-Graber},
	Year = {2010},
}

@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},
}

Jordan Boyd-Graber and David M. Blei. Multilingual Topic Models for Unaligned Text. Uncertainty in Artificial Intelligence, 2009. [BIBTEX]

@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: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},
}

Jonathan Chang and I shared a NIPS student award honorable mention for this paper (5 out of 1105)

Jonathan Chang, Jordan Boyd-Graber, and David M. Blei. Discovering social networks from free text. 3rd Annual Machine Learning Symposium, 2008. [Poster] [Code] [Discussion] [BIBTEX]

@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},
}

Jordan Boyd-Graber and David M. Blei. Multilingual Topic Models. NIPS Workshop on Unsupervised Latent Variable Models, 2008. [Poster] [BIBTEX]

@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},
}

Jordan Boyd-Graber and David M. Blei. Syntactic Topic Models. Neural Information Processing Systems, 2008. [Presentation] [BIBTEX]

@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},
}

Jordan Boyd-Graber, David M. Blei, and Xiaojin Zhu. A Topic Model for Word Sense Disambiguation. Empirical Methods in Natural Language Processing, 2007. [Presentation] [Code] [BIBTEX]

@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},
}

Jordan Boyd-Graber and David M. Blei. PUTOP: Turning Predominant Senses into a Topic Model for WSD. 4th International Workshop on Semantic Evaluations, 2007. [BIBTEX]

@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},
}

Variational Inference

Yuening Hu, Ke Zhai, Vlad Eidelman, and Jordan Boyd-Graber. Polylingual Tree-Based Topic Models for Translation Domain Adaptation. Association for Computational Linguistics, 2014. [BIBTEX]

@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},
}

Ke Zhai and Jordan Boyd-Graber. Online Topic Models with Infinite Vocabulary. International Conference on Machine Learning, 2013. [Poster] [Talk] [BIBTEX]

@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},
}

@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},
}

Jordan Boyd-Graber and David M. Blei. Syntactic Topic Models. Neural Information Processing Systems, 2008. [Presentation] [BIBTEX]

@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},
}

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