Jordan Boyd-Graber: Pubs (Authors)

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Ahmed Elgohary

Denis Peskov, Benny Cheng, Ahmed Elgohary Ghoneim, Joe Barrow, Cristian Danescu-Niculescu-Mizil, and Jordan Boyd-Graber. It Takes Two to Lie: One to Lie and One to Listen. Association for Computational Linguistics, 2020. [Video] [Podcast] [Data and Code] [Bibtex]

@inproceedings{Peskov:Cheng:Elgohary:Barrow:Danescu-Niculescu-Mizil:Boyd-Graber-2020,
	Author = {Denis Peskov and Benny Cheng and Ahmed Elgohary and Joe Barrow and Cristian Danescu-Niculescu-Mizil and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_acl_diplomacy.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {The Cyberverse Simulacrum of Seattle},
	Year = {2020},
	Title = {It Takes Two to Lie: One to Lie and One to Listen},
}

Ahmed Elgohary Ghoneim, Denis Peskov, and Jordan Boyd-Graber. Can You Unpack That? Learning to Rewrite Questions-in-Context. Empirical Methods in Natural Language Processing, 2019. [Data] [Bibtex]

@inproceedings{Elgohary:Peskov:Boyd-Graber-2019,
	Author = {Ahmed Elgohary and Denis Peskov and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_emnlp_sequentialqa.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Hong Kong, China},
	Year = {2019},
	Title = {Can You Unpack That? Learning to Rewrite Questions-in-Context},
}

Ahmed Elgohary Ghoneim, Chen Zhao, and Jordan Boyd-Graber. Dataset and Baselines for Sequential Open-Domain Question Answering. Empirical Methods in Natural Language Processing, 2018. [Bibtex]

@inproceedings{Elgohary:Zhao:Boyd-Graber-2018,
	Author = {Ahmed Elgohary and Chen Zhao and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_emnlp_linked.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Brussels, Belgium},
	Year = {2018},
	Title = {Dataset and Baselines for Sequential Open-Domain Question Answering},
}

Alexander Hoyle

Pedro Rodriguez, Joe Barrow, Alexander Hoyle, John P. Lalor, Robin Jia, and Jordan Boyd-Graber. Evaluation Examples Are Not Equally Informative: How Should That Change NLP Leaderboards?. Association of Computational Linguistics, 2021. [Results and Code] [Paper Read Aloud] [Research Talk Video] [Code and Data] [Bibtex]

@inproceedings{Rodriguez:Barrow:Hoyle:Lalor:Jia:Boyd-Graber-2021,
	Author = {Pedro Rodriguez and Joe Barrow and Alexander Hoyle and John P. Lalor and Robin Jia and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_acl_leaderboard.pdf},
	Booktitle = {Association of Computational Linguistics},
	Year = {2021},
	Title = {Evaluation Examples Are Not Equally Informative: How Should That Change NLP Leaderboards?},
}

Alexander Hoyle, Pranav Goel, Denis Peskov, Andrew Hian-Cheong, Jordan Boyd-Graber, and Philip Resnik. Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence. Neural Information Processing Systems, 2021. [ArXiv] [Research Talk (students)] [Research Talk (Jordan)] [Code] [Bibtex]

@inproceedings{Hoyle:Goel:Peskov:Hian-Cheong:Boyd-Graber:Resnik-2021,
	Author = {Alexander Hoyle and Pranav Goel and Denis Peskov and Andrew Hian-Cheong and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_neurips_incoherence.pdf},
	Booktitle = {Neural Information Processing Systems},
	Title = {Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence},
	Year = {2021},
	Location = {Online},
}

Alison Smith

Alison Smith, Jordan Boyd-Graber, Ron Fan, Melissa Birchfield, Tongshuang Wu, Dan Weld, and Leah Findlater. No Explainability without Accountability: An Empirical Study of Explanations and Feedback in Interactive ML. Computer-Human Interaction, 2020. [Bibtex]

@inproceedings{Smith:Boyd-Graber:Fan:Birchfield:Wu:Weld:Findlater-2020,
	Author = {Alison Smith and Jordan Boyd-Graber and Ron Fan and Melissa Birchfield and Tongshuang Wu and Dan Weld and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_chi_explanation.pdf},
	Booktitle = {Computer-Human Interaction},
	Year = {2020},
	Title = {No Explainability without Accountability: An Empirical Study of Explanations and Feedback in Interactive ML},
}

Alison Smith, Varun Kumar, Jordan Boyd-Graber, Kevin Seppi, and Leah Findlater. Digging into User Control: Perceptions of Adherence and Instability in Transparent Models. Intelligent User Interfaces, 2020. [Bibtex]

@inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2020,
	Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_iui_control.pdf},
	Booktitle = {Intelligent User Interfaces},
	Year = {2020},
	Title = {Digging into User Control: Perceptions of Adherence and
Instability in Transparent Models},
}

Varun Kumar, Alison Smith, Leah Findlater, Kevin Seppi, and Jordan Boyd-Graber. Why Didn't You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models. Association for Computational Linguistics, 2019. [Bibtex]

@inproceedings{Kumar:Smith:Findlater:Seppi:Boyd-Graber-2019,
	Author = {Varun Kumar and Alison Smith and Leah Findlater and Kevin Seppi and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_control.pdf},
	Booktitle = {Association for Computational Linguistics},
	Year = {2019},
	Location = {Florence, Italy},
	Title = {Why Didn't You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models},
}

Alison Smith, Varun Kumar, Jordan Boyd-Graber, Kevin Seppi, and Leah Findlater. User-Centered Design and Evaluation of a Human-in-the-Loop Topic Modeling System. Intelligent User Interfaces, 2018. [Bibtex]

@inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2018,
	Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_iui_itm.pdf},
	Booktitle = {Intelligent User Interfaces},
	Year = {2018},
	Title = {User-Centered Design and Evaluation of a Human-in-the-Loop Topic Modeling System},
}

Alison won a best student paper honorable mention (3 out of 300)

Alison Smith, Varun Kumar, Jordan Boyd-Graber, Kevin Seppi, and Leah Findlater. Accounting for Input Uncertainty in Human-in-the-Loop Systems. CHI 2017 Designing for Uncertainty Workshop, 2017. [Bibtex]

@inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2017,
	Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater},
	Url = {http://visualization.ischool.uw.edu/hci_uncertainty/papers/Paper11.pdf},
	Booktitle = {CHI 2017 Designing for Uncertainty Workshop},
	Year = {2017},
	Location = {Denver, CO},
	Title = {Accounting for Input Uncertainty in Human-in-the-Loop Systems},
}

Tak Yeon Lee, Alison Smith, Kevin Seppi, Niklas Elmqvist, Jordan Boyd-Graber, and Leah Findlater. The Human Touch: How Non-expert Users Perceive, Interpret, and Fix Topic Models. International Journal of Human-Computer Studies, 2017. [Journal] [Bibtex]

@article{Lee:Smith:Seppi:Elmqvist:Boyd-Graber:Findlater-2017,
	Author = {Tak Yeon Lee and Alison Smith and Kevin Seppi and Niklas Elmqvist and Jordan Boyd-Graber and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_ijhcs_human_touch.pdf},
	Journal = {International Journal of Human-Computer Studies},
	Year = {2017},
	Title = {The Human Touch: How Non-expert Users Perceive, Interpret, and Fix Topic Models},
}

Alison Smith, Tak Yeon Lee, Forough Poursabzi-Sangdeh, Jordan Boyd-Graber, Kevin Seppi, Niklas Elmqvist, and Leah Findlater. Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Labels. Transactions of the Association for Computational Linguistics, 2017. [Journal] [Data] [Bibtex]

@article{Smith:Lee:Poursabzi-Sangdeh:Boyd-Graber:Seppi:Elmqvist:Findlater-2017,
	Volume = {5},
	Author = {Alison Smith and Tak Yeon Lee and Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Kevin Seppi and Niklas Elmqvist and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_tacl_eval_tm_viz.pdf},
	Journal = {Transactions of the Association for Computational Linguistics},
	Year = {2017},
	Title = {Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Labels},
	Pages = {1--15},
}

Alison Smith, Tak Yeon Lee, Forough Poursabzi-Sangdeh, Jordan Boyd-Graber, Kevin Seppi, Niklas Elmqvist, and Leah Findlater. Human-Centered and Interactive: Expanding the Impact of Topic Models. CHI Human Centred Machine Learning Workshop, 2016. [Bibtex]

@inproceedings{Smith:Lee:Poursabzi-Sangdeh:Boyd-Graber:Seppi:Elmqvist:Findlater-2016,
	Author = {Alison Smith and Tak Yeon Lee and Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Kevin Seppi and Niklas Elmqvist and Leah Findlater},
	Booktitle = {CHI Human Centred Machine Learning Workshop},
	Year = {2016},
	Location = {San Jose, CA},
	Title = {Human-Centered and Interactive: Expanding the Impact of Topic Models},
}

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,
	Author = {Alison Smith and Jason Chuang and Yuening Hu and Jordan Boyd-Graber and Leah Findlater},
	Booktitle = {ACL Workshop on Workshop on Interactive Language Learning, Visualization, and Interfaces},
	Location = {Baltimore, Maryland},
	Year = {2014},
	Title = {Concurrent Visualization of Relationships between Words and Topics in Topic Models},
}

Yuening Hu, Jordan Boyd-Graber, Brianna Satinoff, and Alison Smith. Interactive Topic Modeling. Machine Learning, 2014. [Journal] [Frontend Code] [Backend Code] [Bibtex]

@article{Hu:Boyd-Graber:Satinoff:Smith-2014,
	Publisher = {Springer},
	Author = {Yuening Hu and Jordan Boyd-Graber and Brianna Satinoff and Alison Smith},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_mlj_itm.pdf},
	Journal = {Machine Learning},
	Title = {Interactive Topic Modeling},
	Volume = {95},
	Year = {2014},
	Pages = {423--469},
}

Alvin Grissom II

Wenyan Li, Alvin Grissom II, and Jordan Boyd-Graber. An Attentive Recurrent Model for Incremental Prediction of Sentence-final Verbs. Findings of EMNLP, 2020. [Bibtex]

@article{Li:Grissom-II:Boyd-Graber-2020,
	Author = {Wenyan Li and Alvin {Grissom II} and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_findings_verbs.pdf},
	Journal = {Findings of EMNLP},
	Year = {2020},
	Title = {An Attentive Recurrent Model for Incremental Prediction of Sentence-final Verbs},
}

Alvin Grissom II, Naho Orita, and Jordan Boyd-Graber. Incremental Prediction of Sentence-final Verbs. Conference on Computational Natural Language Learning, 2016. [Bibtex]

@inproceedings{Grissom-II:Orita:Boyd-Graber-2016,
	Author = {Alvin {Grissom II} and Naho Orita and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_conll_verbpred.pdf},
	Booktitle = {Conference on Computational Natural Language Learning},
	Location = {Berlin, Germany},
	Year = {2016},
	Title = {Incremental Prediction of Sentence-final Verbs},
}

He He, Alvin Grissom II, Jordan Boyd-Graber, and Hal Daumé III. Syntax-based Rewriting for Simultaneous Machine Translation. Empirical Methods in Natural Language Processing, 2015. [Bibtex]

@inproceedings{He:Grissom-II:Boyd-Graber:Daume-III-2015,
	Author = {He He and Alvin {Grissom II} and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_emnlp_rewrite.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Lisbon, Portugal},
	Year = {2015},
	Title = {Syntax-based Rewriting for Simultaneous Machine Translation},
}

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

@inproceedings{Grissom-II:He:Boyd-Graber:Morgan:Daume-III-2014,
	Author = {Alvin {Grissom II} and He He and Jordan Boyd-Graber and John Morgan and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_emnlp_simtrans.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Doha, Qatar},
	Year = {2014},
	Title = {Don't Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation},
}

Anupam Guha

Mohit Iyyer, Varun Manjunatha, Anupam Guha, Yogarshi Vyas, Jordan Boyd-Graber, Hal Daumé III, and Larry Davis. The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives. Computer Vision and Pattern Recognition, 2017. [Code/Data] [Bibtex]

@inproceedings{Iyyer:Manjunatha:Guha:Vyas:Boyd-Graber:Daume-III:Davis-2017,
	Author = {Mohit Iyyer and Varun Manjunatha and Anupam Guha and Yogarshi Vyas and Jordan Boyd-Graber and Hal {Daum\'{e} III} and Larry Davis},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_cvpr_comics.pdf},
	Booktitle = {Computer Vision and Pattern Recognition},
	Year = {2017},
	Title = {The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives},
}

Anupam Guha, Mohit Iyyer, and Jordan Boyd-Graber. A Distorted Skull Lies in the Bottom Center: Identifying Paintings from Text Descriptions. NAACL Human-Computer Question Answering Workshop, 2016. [Data] [Bibtex]

@inproceedings{Guha:Iyyer:Boyd-Graber-2016,
	Author = {Anupam Guha and Mohit Iyyer and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_naacl_paintings.pdf},
	Booktitle = {NAACL Human-Computer Question Answering Workshop},
	Location = {San Diego, CA},
	Year = {2016},
	Title = {A Distorted Skull Lies in the Bottom Center: Identifying Paintings from Text Descriptions},
}

Mohit Iyyer, Anupam Guha, Snigdha Chaturvedi, Jordan Boyd-Graber, and Hal Daumé III. Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships. North American Association for Computational Linguistics, 2016. [Code/Data] [Bibtex]

@inproceedings{Iyyer:Guha:Chaturvedi:Boyd-Graber:Daume-III-2016,
	Author = {Mohit Iyyer and Anupam Guha and Snigdha Chaturvedi and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_naacl_relationships.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {San Diego, CA},
	Year = {2016},
	Title = {Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships},
}

Best paper award (2 out of 1592)

Anupam Guha, Mohit Iyyer, Danny Bouman, and Jordan Boyd-Graber. Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers. North American Association for Computational Linguistics, 2015. [Code/Data] [Slides] [Video] [LaTeX] [Bibtex]

@inproceedings{Guha:Iyyer:Bouman:Boyd-Graber-2015,
	Author = {Anupam Guha and Mohit Iyyer and Danny Bouman and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_naacl_qb_coref.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {Denver, Colorado},
	Year = {2015},
	Title = {Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers},
}

Benjamin Börschinger

Benjamin Börschinger, Jordan Boyd-Graber, Christian Buck, Jannis Bulian, Massimiliano Ciaramita, Michelle Chen Huebscher, Wojciech Gajewski, Yannic Kilcher, Rodrigo Nogueira, and Lierni Sestorain Saralegu. Meta Answering for Machine Reading. ArXiv, Preprint. [Preprint] [Bibtex]

@article{B\"orschinger:Boyd-Graber:Buck:Bulian:Ciaramita:Huebscher:Gajewski:Kilcher:Nogueira:Saralegu-Preprint,
	Author = {Benjamin B\"orschinger and Jordan Boyd-Graber and Christian Buck and Jannis Bulian and Massimiliano Ciaramita and Michelle Chen Huebscher and Wojciech Gajewski and Yannic Kilcher and Rodrigo Nogueira and Lierni Sestorain Saralegu},
	Url = {https://arxiv.org/abs/1911.04156},
	Journal = {ArXiv},
	Year = {Preprint},
	Title = {Meta Answering for Machine Reading},
}

Julian Martin Eisenschlos, Bhuwan Dhingra, Jannis Bulian, Benjamin Börschinger, and Jordan Boyd-Graber. Fool Me Twice: Entailment from Wikipedia Gamification. North American Association of Computational Linguistics, 2021. [Preprint] [Research Talk] [Code and Data] [Paper Read Aloud] [Play] [Bibtex]

@inproceedings{Eisenschlos:Dhingra:Bulian:B\"orschinger:Boyd-Graber-2021,
	Author = {Julian Martin Eisenschlos and Bhuwan Dhingra and Jannis Bulian and Benjamin B\"orschinger and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_naacl_fm2.pdf},
	Booktitle = {North American Association of Computational Linguistics},
	Year = {2021},
	Title = {Fool Me Twice: Entailment from Wikipedia Gamification},
}

Jordan Boyd-Graber and Benjamin Börschinger. What Question Answering can Learn from Trivia Nerds. Association for Computational Linguistics, 2020. [Preprint] [Audio of Paper Readthrough] [Video of Paper Readthrough] [ACL Presentation] [Bibtex]

@inproceedings{Boyd-Graber:B\"orschinger-2020,
	Author = {Jordan Boyd-Graber and Benjamin B\"orschinger},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_acl_trivia.pdf},
	Booktitle = {Association for Computational Linguistics},
	Year = {2020},
	Location = {The Cyberverse Simulacrum of Seattle},
	Title = {What Question Answering can Learn from Trivia Nerds},
}

Benjamin Van Durme

Michelle Yuan, Mozhi Zhang, Benjamin Van Durme, Leah Findlater, and Jordan Boyd-Graber. Interactive Refinement of Cross-Lingual Word Embeddings. Empirical Methods in Natural Language Processing, 2020. [Audio of Paper Readthrough] [Video of Paper Readthrough] [Code] [Conference Talk] [Bibtex]

@inproceedings{Yuan:Zhang:Van-Durme:Findlater:Boyd-Graber-2020,
	Author = {Michelle Yuan and Mozhi Zhang and Benjamin {Van Durme} and Leah Findlater and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_emnlp_clime.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {The Cyberverse Simulacrum of Punta Cana, Dominican Republic},
	Year = {2020},
	Title = {Interactive Refinement of Cross-Lingual Word Embeddings},
}

Michelle Yuan, Benjamin Van Durme, and Jordan Boyd-Graber. Multilingual Anchoring: Interactive Topic Modeling and Alignment Across Languages. Neural Information Processing Systems, 2018. [Code] [Bibtex]

@inproceedings{Yuan:Van-Durme:Boyd-Graber-2018,
	Author = {Michelle Yuan and Benjamin {Van Durme} and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_neurips_mtanchor.pdf},
	Booktitle = {Neural Information Processing Systems},
	Location = {Montreal, Quebec},
	Year = {2018},
	Title = {Multilingual Anchoring: Interactive Topic Modeling and Alignment  Across Languages},
}

Brianna Satinoff

Yuening Hu, Jordan Boyd-Graber, Brianna Satinoff, and Alison Smith. Interactive Topic Modeling. Machine Learning, 2014. [Journal] [Frontend Code] [Backend Code] [Bibtex]

@article{Hu:Boyd-Graber:Satinoff:Smith-2014,
	Publisher = {Springer},
	Author = {Yuening Hu and Jordan Boyd-Graber and Brianna Satinoff and Alison Smith},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_mlj_itm.pdf},
	Journal = {Machine Learning},
	Title = {Interactive Topic Modeling},
	Volume = {95},
	Year = {2014},
	Pages = {423--469},
}

Jordan Boyd-Graber, Brianna Satinoff, He He, and Hal Daumé III. Besting the Quiz Master: Crowdsourcing Incremental Classification Games. Empirical Methods in Natural Language Processing, 2012. [Presentation] [Data] [Bibtex]

@inproceedings{Boyd-Graber:Satinoff:He:Daume-III-2012,
	Author = {Jordan Boyd-Graber and Brianna Satinoff and He He and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/qb_emnlp_2012.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Jeju, South Korea},
	Year = {2012},
	Title = {Besting the Quiz Master: Crowdsourcing Incremental Classification Games},
}

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,
	Author = {Yuening Hu and Jordan Boyd-Graber and Brianna Satinoff},
	Url = {http://umiacs.umd.edu/~jbg//docs/itm.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Portland, Oregon},
	Year = {2011},
	Title = {Interactive Topic Modeling},
}

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,
	Author = {Brianna Satinoff and Jordan Boyd-Graber},
	Booktitle = {Workshop on Crowdsourcing Technologies for Language and Cognition Studies},
	Location = {Boulder, CO},
	Year = {2011},
	Title = {Trivial Classification: What features do humans use for classification?},
}

Chen Zhao

Chenglei Si, Chen Zhao, Sewon Min, and Jordan Boyd-Graber. Re-Examining Calibration: The Case of Question Answering. Findings of Empirical Methods in Natural Language Processing, 2022. [Code] [Research Talk] [Bibtex]

@article{Si:Zhao:Min:Boyd-Graber-2022,
	Author = {Chenglei Si and Chen Zhao and Sewon Min and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2022_emnlp_calibration.pdf},
	Journal = {Findings of Empirical Methods in Natural Language Processing},
	Location = {Abu Dhabi},
	Year = {2022},
	Title = {Re-Examining Calibration: The Case of Question Answering},
}

Chen Zhao, Chenyan Xiong, Jordan Boyd-Graber, and Hal Daumé III. Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation. Empirical Methods in Natural Language Processing, 2021. [Code] [Research Talk] [Bibtex]

@inproceedings{Zhao:Xiong:Boyd-Graber:Daume-III-2021,
	Author = {Chen Zhao and Chenyan Xiong and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_emnlp_weak_dpr.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Punta Cana},
	Year = {2021},
	Title = {Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation},
}

Chenglei Si, Chen Zhao, and Jordan Boyd-Graber. What's in a Name? Answer Equivalence For Open-Domain Question Answering. Empirical Methods in Natural Language Processing, 2021. [Research Talk] [Bibtex]

@inproceedings{Si:Zhao:Boyd-Graber-2021,
	Author = {Chenglei Si and Chen Zhao and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_emnlp_answer_equiv.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Punta Cana},
	Year = {2021},
	Title = {What's in a Name? Answer Equivalence For Open-Domain Question Answering},
}

Chen Zhao, Chenyan Xiong, Hal Daumé III, and Jordan Boyd-Graber. Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval. North American Association of Computational Linguistics, 2021. [Paper Read Aloud] [Bibtex]

@inproceedings{Zhao:Xiong:Daume-III:Boyd-Graber-2021,
	Author = {Chen Zhao and Chenyan Xiong and Hal {Daum\'{e} III} and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_naacl_multi_ance.pdf},
	Booktitle = {North American Association of Computational Linguistics},
	Year = {2021},
	Title = {Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval},
}

Tianze Shi, Chen Zhao, Jordan Boyd-Graber, Hal Daumé III, and Lillian Lee. On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries. Findings of EMNLP, 2020. [Data] [Preprint] [Bibtex]

@article{Shi:Zhao:Boyd-Graber:Daume-III:Lee-2020,
	Author = {Tianze Shi and Chen Zhao and Jordan Boyd-Graber and Hal {Daum\'{e} III} and Lillian Lee},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_findings_qalign.pdf},
	Journal = {Findings of EMNLP},
	Year = {2020},
	Title = {On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries},
}

Chen Zhao, Chenyan Xiong, Xin Qian, and Jordan Boyd-Graber. Complex Factoid Question Answering with a Free-Text Knowledge Graph. The Web Conference, 2020. [Video] [Bibtex]

@inproceedings{Zhao:Xiong:Qian:Boyd-Graber-2020,
	Author = {Chen Zhao and Chenyan Xiong and Xin Qian and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_www_delft.pdf},
	Booktitle = {The Web Conference},
	Location = {Taipei, Taiwan},
	Year = {2020},
	Title = {Complex Factoid Question Answering with a Free-Text Knowledge Graph},
}

@inproceedings{Elgohary:Zhao:Boyd-Graber-2018,
	Author = {Ahmed Elgohary and Chen Zhao and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_emnlp_linked.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Brussels, Belgium},
	Year = {2018},
	Title = {Dataset and Baselines for Sequential Open-Domain Question Answering},
}

Chenglei Si

@article{Si:Zhao:Min:Boyd-Graber-2022,
	Author = {Chenglei Si and Chen Zhao and Sewon Min and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2022_emnlp_calibration.pdf},
	Journal = {Findings of Empirical Methods in Natural Language Processing},
	Location = {Abu Dhabi},
	Year = {2022},
	Title = {Re-Examining Calibration: The Case of Question Answering},
}

@inproceedings{Si:Zhao:Boyd-Graber-2021,
	Author = {Chenglei Si and Chen Zhao and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_emnlp_answer_equiv.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Punta Cana},
	Year = {2021},
	Title = {What's in a Name? Answer Equivalence For Open-Domain Question Answering},
}

Chenyan Xiong

@inproceedings{Zhao:Xiong:Boyd-Graber:Daume-III-2021,
	Author = {Chen Zhao and Chenyan Xiong and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_emnlp_weak_dpr.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Punta Cana},
	Year = {2021},
	Title = {Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation},
}

@inproceedings{Zhao:Xiong:Daume-III:Boyd-Graber-2021,
	Author = {Chen Zhao and Chenyan Xiong and Hal {Daum\'{e} III} and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_naacl_multi_ance.pdf},
	Booktitle = {North American Association of Computational Linguistics},
	Year = {2021},
	Title = {Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval},
}

Chen Zhao, Chenyan Xiong, Xin Qian, and Jordan Boyd-Graber. Complex Factoid Question Answering with a Free-Text Knowledge Graph. The Web Conference, 2020. [Video] [Bibtex]

@inproceedings{Zhao:Xiong:Qian:Boyd-Graber-2020,
	Author = {Chen Zhao and Chenyan Xiong and Xin Qian and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_www_delft.pdf},
	Booktitle = {The Web Conference},
	Location = {Taipei, Taiwan},
	Year = {2020},
	Title = {Complex Factoid Question Answering with a Free-Text Knowledge Graph},
}

Christiane Fellbaum

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},
	Title = {Collecting Semantic Similarity Ratings to Connect Concepts in Assistive Communication Tools},
	Url = {http://umiacs.umd.edu/~jbg//docs/2011_book_chapter_evocation.pdf},
	Series = {Studies in Computational Intelligence},
	Booktitle = {Modeling, Learning and Processing of Text Technological Data Structures},
	Author = {Sonya S. Nikolova and Jordan Boyd-Graber and Christiane Fellbaum},
	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,
	Title = {Better Vocabularies for Assistive Communication Aids: Connecting Terms using Semantic Networks and Untrained Annotators},
	Author = {Sonya S. Nikolova and Jordan Boyd-Graber and Christiane Fellbaum and Perry Cook},
	Booktitle = {ACM Conference on Computers and Accessibility},
	Year = {2009},
	Url = {http://umiacs.umd.edu/~jbg//docs/evocation-viva.pdf},
	Location = {Pittsburgh, PA},
}

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

@inproceedings{Boyd-Graber:Fellbaum:Osherson:Schapire-2006,
	Author = {Jordan Boyd-Graber and Christiane Fellbaum and Daniel Osherson and Robert Schapire},
	Url = {http://umiacs.umd.edu/~jbg//docs/jbg-jeju.pdf},
	Booktitle = {Proceedings of the Global {WordNet} Conference},
	Location = {Jeju, South Korea},
	Year = {2006},
	Title = {Adding Dense, Weighted, Connections to {WordNet}},
}

Clay Templeton

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,
	Author = {Clay Templeton and Travis Brown and Sayan Battacharyya and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/slda_civil_war.pdf},
	Booktitle = {Chicago Colloquium on Digital Humanities and Computer Science},
	Location = {Chicago, IL},
	Year = {2011},
	Title = {Mining the Dispatch under Supervision: Using Casualty Counts to Guide Topics from the Richmond Daily Dispatch Corpus},
}

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,
	Author = {Clay Templeton and Kenneth R. Fleischmann and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/simulating_audiences.pdf},
	Booktitle = {IEEE International Conference on Social Computing},
	Location = {Cambridge, MA},
	Year = {2011},
	Title = {Simulating Audiences: Automating Analysis of Values, Attitudes, and Sentiment},
}

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,
	Author = {Clay Templeton and Kenneth R. Fleischmann and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/iconference-2011-comparing.pdf},
	Booktitle = {iConference},
	Location = {Seattle, Washington},
	Year = {2011},
	Title = {Comparing Values and Sentiment Using Mechanical Turk},
}

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,
	Author = {Kenneth R. Fleischmann and Clay Templeton and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/iconference-2011-learning.pdf},
	Booktitle = {iConference},
	Location = {Seattle, Washington},
	Year = {2011},
	Title = {Modeling Diverse Standpoints in Text Classification: Learning to Be Human by Modeling Human Values},
}

Cristian Danescu-Niculescu-Mizil

@inproceedings{Peskov:Cheng:Elgohary:Barrow:Danescu-Niculescu-Mizil:Boyd-Graber-2020,
	Author = {Denis Peskov and Benny Cheng and Ahmed Elgohary and Joe Barrow and Cristian Danescu-Niculescu-Mizil and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_acl_diplomacy.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {The Cyberverse Simulacrum of Seattle},
	Year = {2020},
	Title = {It Takes Two to Lie: One to Lie and One to Listen},
}

Vlad Niculae, Srijan Kumar, Jordan Boyd-Graber, and Cristian Danescu-Niculescu-Mizil. Linguistic Harbingers of Betrayal: A Case Study on an Online Strategy Game. Association for Computational Linguistics, 2015. [Code/Data] [Bibtex]

@inproceedings{Niculae:Kumar:Boyd-Graber:Danescu-Niculescu-Mizil-2015,
	Author = {Vlad Niculae and Srijan Kumar and Jordan Boyd-Graber and Cristian Danescu-Niculescu-Mizil},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_acl_diplomacy.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Beijing, China},
	Year = {2015},
	Title = {Linguistic Harbingers of Betrayal: A Case Study on an Online Strategy Game},
}

David M. Blei

Aaron Gerow, Yuening Hu, Jordan Boyd-Graber, David M. Blei, and James A. Evans. Measuring Discursive Influence Across Scholarship. Proceedings of the National Academies of Science, 2018. [Journal] [Bibtex]

@article{Gerow:Hu:Boyd-Graber:Blei:Evans-2018,
	Author = {Aaron Gerow and Yuening Hu and Jordan Boyd-Graber and David M. Blei and James A. Evans},
	Journal = {Proceedings of the National Academies of Science},
	Year = {2018},
	Title = {Measuring Discursive Influence Across Scholarship},
}

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

@inproceedings{Chang:Boyd-Graber:Blei-2009,
	Author = {Jonathan Chang and Jordan Boyd-Graber and David M. Blei},
	Url = {http://umiacs.umd.edu/~jbg//docs/kdd2009.pdf},
	Booktitle = {Knowledge Discovery and Data Mining},
	Title = {Connections between the Lines: Augmenting Social Networks with Text},
	Year = {2009},
	Location = {Paris, France},
}

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,
	Author = {Jonathan Chang and Jordan Boyd-Graber and Chong Wang and Sean Gerrish and David M. Blei},
	Url = {http://umiacs.umd.edu/~jbg//docs/nips2009-rtl.pdf},
	Booktitle = {Neural Information Processing Systems},
	Location = {Vancouver, BC},
	Year = {2009},
	Title = {Reading Tea Leaves: How Humans Interpret Topic Models},
}

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

Jordan Boyd-Graber and David M. Blei. Multilingual Topic Models for Unaligned Text. Uncertainty in Artificial Intelligence, 2009. [More Recent Paper] [Bibtex]
```
@inproceedings{Boyd-Graber:Blei-2009,
	Author = {Jordan Boyd-Graber and David M. Blei},
	Url = {http://umiacs.umd.edu/~jbg//docs/uai2009.pdf},
	Booktitle = {Uncertainty in Artificial Intelligence},
	Location = {Montreal, Quebec},
	Year = {2009},
	Title = {Multilingual Topic Models for Unaligned Text},
}
```
For coverage of current state-of-the-art in cross-lingual topic models see: Yuening Hu, Ke Zhai, Vlad Eidelman, and Jordan Boyd-Graber. Polylingual Tree-Based Topic Models for Translation Domain Adaptation. Association for Computational Linguistics, 2014.

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

@inproceedings{Chang:Boyd-Graber:Blei-2008,
	Author = {Jonathan Chang and Jordan Boyd-Graber and David M. Blei},
	Booktitle = {3rd Annual Machine Learning Symposium},
	Location = {New York, New York},
	Year = {2008},
	Title = {Discovering social networks from free text},
}

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

@inproceedings{Boyd-Graber:Blei-2008,
	Author = {Jordan Boyd-Graber and David M. Blei},
	Booktitle = {NIPS Workshop on Unsupervised Latent Variable Models},
	Location = {Whistler, Canada},
	Year = {2008},
	Title = {Multilingual Topic Models},
}

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

@inproceedings{Boyd-Graber:Blei-2008,
	Author = {Jordan Boyd-Graber and David M. Blei},
	Url = {http://umiacs.umd.edu/~jbg//docs/nips2008.pdf},
	Booktitle = {Neural Information Processing Systems},
	Location = {Vancouver, British Columbia},
	Year = {2008},
	Title = {Syntactic Topic Models},
}

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,
	Author = {Jordan Boyd-Graber and David M. Blei},
	Url = {http://umiacs.umd.edu/~jbg//docs/jbg-SEMEVAL07.pdf},
	Booktitle = {4th International Workshop on Semantic Evaluations},
	Location = {Prague, Czech Republic},
	Year = {2007},
	Title = {{PUTOP}: {T}urning Predominant Senses into a Topic Model for {WSD}},
}

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,
	Author = {Jordan Boyd-Graber and David M. Blei and Xiaojin Zhu},
	Url = {http://umiacs.umd.edu/~jbg//docs/jbg-EMNLP07.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Prague, Czech Republic},
	Year = {2007},
	Title = {A Topic Model for Word Sense Disambiguation},
}

David Mimno

Jordan Boyd-Graber, Yuening Hu, and David Mimno. Applications of Topic Models. 2017. [Preprint] [Bibtex]

@book{Boyd-Graber:Hu:Mimno-2017,
	Publisher = {NOW Publishers},
	Title = {Applications of Topic Models},
	Url = {http://www.nowpublishers.com/article/Details/INR-030},
	Series = {Foundations and Trends in Information Retrieval},
	Author = {Jordan Boyd-Graber and Yuening Hu and David Mimno},
	Number = {2--3},
	Volume = {11},
	Year = {2017},
	Editor = {Doug Oard},
}

Jordan Boyd-Graber, David Mimno, and David Newman. Care and Feeding of Topic Models: Problems, Diagnostics, and Improvements. Handbook of Mixed Membership Models and Their Applications, 2014. [Bibtex]

@inbook{Boyd-Graber:Mimno:Newman-2014,
	Publisher = {CRC Press},
	Address = {Boca Raton, Florida},
	Title = {Care and Feeding of Topic Models: Problems, Diagnostics, and Improvements},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_book_chapter_care_and_feeding.pdf},
	Series = {CRC Handbooks of Modern Statistical Methods},
	Booktitle = {Handbook of Mixed Membership Models and Their Applications},
	Author = {Jordan Boyd-Graber and David Mimno and David Newman},
	Year = {2014},
	Editor = {Edoardo M. Airoldi and David Blei and Elena A. Erosheva and Stephen E. Fienberg},
}

Denis Peskov

Denis Peskov, Viktor Hangya, Jordan Boyd-Graber, and Alexander Fraser. Adapting Entities across Languages and Cultures. Findings of Empirical Methods in Natural Language Processing, 2021. [Research Talk] [Code] [Bibtex]

@article{Peskov:Hangya:Boyd-Graber:Fraser-2021,
	Author = {Denis Peskov and Viktor Hangya and Jordan Boyd-Graber and Alexander Fraser},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_emnlp_adaptation.pdf},
	Journal = {Findings of Empirical Methods in Natural Language Processing},
	Location = {Punta Cana},
	Year = {2021},
	Title = {Adapting Entities across Languages and Cultures},
}

@inproceedings{Hoyle:Goel:Peskov:Hian-Cheong:Boyd-Graber:Resnik-2021,
	Author = {Alexander Hoyle and Pranav Goel and Denis Peskov and Andrew Hian-Cheong and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_neurips_incoherence.pdf},
	Booktitle = {Neural Information Processing Systems},
	Title = {Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence},
	Year = {2021},
	Location = {Online},
}

@inproceedings{Peskov:Cheng:Elgohary:Barrow:Danescu-Niculescu-Mizil:Boyd-Graber-2020,
	Author = {Denis Peskov and Benny Cheng and Ahmed Elgohary and Joe Barrow and Cristian Danescu-Niculescu-Mizil and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_acl_diplomacy.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {The Cyberverse Simulacrum of Seattle},
	Year = {2020},
	Title = {It Takes Two to Lie: One to Lie and One to Listen},
}

Denis Peskov, Joe Barrow, Pedro Rodriguez, Graham Neubig, and Jordan Boyd-Graber. Mitigating Noisy Inputs for Question Answering. Conference of the International Speech Communication Association, 2019. [Bibtex]

@inproceedings{Peskov:Barrow:Rodriguez:Neubig:Boyd-Graber-2019,
	Author = {Denis Peskov and Joe Barrow and Pedro Rodriguez and Graham Neubig and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_interspeech_asr},
	Booktitle = {Conference of the International Speech Communication Association},
	Location = {Graz, Austria},
	Year = {2019},
	Title = {Mitigating Noisy Inputs for Question Answering},
}

@inproceedings{Elgohary:Peskov:Boyd-Graber-2019,
	Author = {Ahmed Elgohary and Denis Peskov and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_emnlp_sequentialqa.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Hong Kong, China},
	Year = {2019},
	Title = {Can You Unpack That? Learning to Rewrite Questions-in-Context},
}

Eric Ringger

Paul Felt, Eric Ringger, Kevin Seppi, and Jordan Boyd-Graber. Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types. International Conference on Computational Linguistics, 2018. [Bibtex]

@inproceedings{Felt:Ringger:Seppi:Boyd-Graber-2018,
	Author = {Paul Felt and Eric Ringger and Kevin Seppi and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_coling_measurements.pdf},
	Booktitle = {International Conference on Computational Linguistics},
	Location = {Santa Fe, New Mexico},
	Year = {2018},
	Title = {Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types},
}

Paul Felt, Eric Ringger, Jordan Boyd-Graber, and Kevin Seppi. Making the Most of Crowdsourced Document Annotations: Confused Supervised LDA. Conference on Computational Natural Language Learning, 2015. [Talk] [Bibtex]

@inproceedings{Felt:Ringger:Boyd-Graber:Seppi-2015,
	Author = {Paul Felt and Eric Ringger and Jordan Boyd-Graber and Kevin Seppi},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_conll_cslda.pdf},
	Booktitle = {Conference on Computational Natural Language Learning},
	Location = {Beijing, China},
	Year = {2015},
	Title = {Making the Most of Crowdsourced Document Annotations: Confused Supervised {LDA}},
}

This paper received the best paper award at CoNLL

Thang Nguyen, Jordan Boyd-Graber, Jeff Lund, Kevin Seppi, and Eric Ringger. Is your anchor going up or down? Fast and accurate supervised topic models. North American Association for Computational Linguistics, 2015. [Bibtex]

@inproceedings{Nguyen:Boyd-Graber:Lund:Seppi:Ringger-2015,
	Author = {Thang Nguyen and Jordan Boyd-Graber and Jeff Lund and Kevin Seppi and Eric Ringger},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_naacl_supervised_anchor.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {Denver, Colorado},
	Year = {2015},
	Title = {Is your anchor going up or down?  {F}ast and accurate supervised topic models},
}

Eric Wallace

Eric Wallace, Shi Feng, and Jordan Boyd-Graber. Misleading Failures of Partial-input Baselines. Association for Computational Linguistics, 2019. [Bibtex]

@inproceedings{Wallace:Feng:Boyd-Graber-2019,
	Author = {Eric Wallace and Shi Feng and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_flipside.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Florence, Italy},
	Year = {2019},
	Title = {Misleading Failures of Partial-input Baselines},
}

Eric Wallace, Pedro Rodriguez, Shi Feng, Ikuya Yamada, and Jordan Boyd-Graber. Trick Me If You Can: Human-in-the-loop Generation of Adversarial Question Answering Examples. Transactions of the Association of Computational Linguistics, 2019. [Code] [Videos] [Data] [Bibtex]

@article{Wallace:Rodriguez:Feng:Yamada:Boyd-Graber-2019,
	Author = {Eric Wallace and Pedro Rodriguez and Shi Feng and Ikuya Yamada and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_tacl_trick.pdf},
	Booktitle = {Transactions of the Association of Computational Linguistics},
	Volume = {10},
	Year = {2019},
	Title = {Trick Me If You Can: Human-in-the-loop Generation of Adversarial Question Answering Examples},
}

Eric Wallace and Jordan Boyd-Graber. Trick Me If You Can: Adversarial Writing of Trivia Challenge Questions. ACL Student Research Workshop, 2018. [Bibtex]

@inproceedings{Wallace:Boyd-Graber-2018,
	Author = {Eric Wallace and Jordan Boyd-Graber},
	Url = {http://aclweb.org/anthology/P18-3018},
	Booktitle = {ACL Student Research Workshop},
	Location = {Melbourne, Australia},
	Year = {2018},
	Title = {Trick Me If You Can: Adversarial Writing of Trivia Challenge Questions},
}

Shi Feng, Eric Wallace, and Jordan Boyd-Graber. Interpreting Neural Networks with Nearest Neighbors. EMNLP Workshop on BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2018. [Bibtex]

@inproceedings{Feng:Wallace:Boyd-Graber-2018,
	Author = {Shi Feng and Eric Wallace and Jordan Boyd-Graber},
	Url = {http://aclweb.org/anthology/W18-5416},
	Booktitle = {EMNLP Workshop on BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP},
	Location = {Brussels, Belgium},
	Year = {2018},
	Title = {Interpreting Neural Networks with Nearest Neighbors},
}

Shi Feng, Eric Wallace, Alvin Grissom II, Pedro Rodriguez, Mohit Iyyer, and Jordan Boyd-Graber. Pathologies of Neural Models Make Interpretation Difficult. Empirical Methods in Natural Language Processing, 2018. [Blog Post] [Bibtex]

@inproceedings{Feng:Wallace:II:Rodriguez:Iyyer:Boyd-Graber-2018,
	Author = {Shi Feng and Eric Wallace and Alvin Grissom II and Pedro Rodriguez and Mohit Iyyer and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_emnlp_rs.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Brussels, Belgium},
	Year = {2018},
	Title = {Pathologies of Neural Models Make Interpretation Difficult},
}

Fenfei Guo

Fenfei Guo, Chen Zhang, Zhirui Zhang, Qixin He, Kejun Zhang, Jun Xie, and Jordan Boyd-Graber. Automatic Song Translation for Tonal Languages. Findings of the Association for Computational Linguistics, 2022. [Translation Examples (with sound)] [Code] [Bibtex]

@article{Guo:Zhang:Zhang:He:Zhang:Xie:Boyd-Graber-2022,
	Title = {Automatic Song Translation for Tonal Languages},
	Author = {Fenfei Guo and Chen Zhang and Zhirui Zhang and Qixin He and Kejun Zhang and Jun Xie and Jordan Boyd-Graber},
	Journal = {Findings of the Association for Computational Linguistics},
	Year = {2022},
	Url = {http://umiacs.umd.edu/~jbg//docs/2022_acl_ast.pdf},
	Location = {Dublin},
}

Fenfei Guo, Jordan Boyd-Graber, Mohit Iyyer, and Leah Findlater. Which Evaluations Uncover Sense Representations that Actually Make Sense?. Linguistic Resources and Evaluation Conference, 2020. [Bibtex]

@inproceedings{Guo:Boyd-Graber:Iyyer:Findlater-2020,
	Author = {Fenfei Guo and Jordan Boyd-Graber and Mohit Iyyer and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_lrec_sense.pdf},
	Booktitle = {Linguistic Resources and Evaluation Conference},
	Year = {2020},
	Location = {France (but only in dreams)},
	Title = {Which Evaluations Uncover Sense Representations that Actually Make Sense?},
}

Forough Poursabzi-Sangdeh

@article{Smith:Lee:Poursabzi-Sangdeh:Boyd-Graber:Seppi:Elmqvist:Findlater-2017,
	Volume = {5},
	Author = {Alison Smith and Tak Yeon Lee and Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Kevin Seppi and Niklas Elmqvist and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_tacl_eval_tm_viz.pdf},
	Journal = {Transactions of the Association for Computational Linguistics},
	Year = {2017},
	Title = {Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Labels},
	Pages = {1--15},
}

Forough Poursabzi-Sangdeh, Jordan Boyd-Graber, Leah Findlater, and Kevin Seppi. ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling. Association for Computational Linguistics, 2016. [Code] [Bibtex]

@inproceedings{Poursabzi-Sangdeh:Boyd-Graber:Findlater:Seppi-2016,
	Author = {Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Leah Findlater and Kevin Seppi},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_acl_doclabel.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Berlin, Brandenburg},
	Year = {2016},
	Title = {ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling},
}

@inproceedings{Smith:Lee:Poursabzi-Sangdeh:Boyd-Graber:Seppi:Elmqvist:Findlater-2016,
	Author = {Alison Smith and Tak Yeon Lee and Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Kevin Seppi and Niklas Elmqvist and Leah Findlater},
	Booktitle = {CHI Human Centred Machine Learning Workshop},
	Year = {2016},
	Location = {San Jose, CA},
	Title = {Human-Centered and Interactive: Expanding the Impact of Topic Models},
}

Forough Poursabzi-Sangdeh and Jordan Boyd-Graber. Speeding Document Annotation with Topic Models. NAACL Student Research Workshop, 2015. [Bibtex]

@inproceedings{Poursabzi-Sangdeh:Boyd-Graber-2015,
	Author = {Forough Poursabzi-Sangdeh and Jordan Boyd-Graber},
	Booktitle = {NAACL Student Research Workshop},
	Location = {Denver, CO},
	Year = {2015},
	Title = {Speeding Document Annotation with Topic Models},
}

Jason Chuang, John D. Wilkerson, Rebecca Weiss, Dustin Tingley, Brandon M. Stewart, Margaret E. Roberts, Forough Poursabzi-Sangdeh, Justin Grimmer, Leah Findlater, Jordan Boyd-Graber, and Jeffrey Heer. Computer-Assisted Content Analysis: Topic Models for Exploring Multiple Subjective Interpretations. NIPS Workshop on Human-Propelled Machine Learning, 2014. [Bibtex]

@inproceedings{Chuang:Wilkerson:Weiss:Tingley:Stewart:Roberts:Poursabzi-Sangdeh:Grimmer:Findlater:Boyd-Graber:Heer-2014,
	Author = {Jason Chuang and John D. Wilkerson and Rebecca Weiss and Dustin Tingley and Brandon M. Stewart and Margaret E. Roberts and Forough Poursabzi-Sangdeh and Justin Grimmer and Leah Findlater and Jordan Boyd-Graber and Jeffrey Heer},
	Booktitle = {NIPS Workshop on Human-Propelled Machine Learning},
	Location = {Montreal, Canada},
	Year = {2014},
	Title = {Computer-Assisted Content Analysis: Topic Models for Exploring Multiple Subjective Interpretations},
}

Graham Neubig

@inproceedings{Peskov:Barrow:Rodriguez:Neubig:Boyd-Graber-2019,
	Author = {Denis Peskov and Joe Barrow and Pedro Rodriguez and Graham Neubig and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_interspeech_asr},
	Booktitle = {Conference of the International Speech Communication Association},
	Location = {Graz, Austria},
	Year = {2019},
	Title = {Mitigating Noisy Inputs for Question Answering},
}

Craig Stewart, Nikolai Vogler, Junjie Hu, Jordan Boyd-Graber, and Graham Neubig. Automatic Estimation of Simultaneous Interpreter Performance. Association for Computational Linguistics, 2018. [Bibtex]

@inproceedings{Stewart:Vogler:Hu:Boyd-Graber:Neubig-2018,
	Author = {Craig Stewart and Nikolai Vogler and Junjie Hu and Jordan Boyd-Graber and Graham Neubig},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_acl_interpeval.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Melbourne, Australia},
	Year = {2018},
	Title = {Automatic Estimation of Simultaneous Interpreter Performance},
}

Hal Daumé III

@inproceedings{Zhao:Xiong:Boyd-Graber:Daume-III-2021,
	Author = {Chen Zhao and Chenyan Xiong and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_emnlp_weak_dpr.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Punta Cana},
	Year = {2021},
	Title = {Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation},
}

@inproceedings{Zhao:Xiong:Daume-III:Boyd-Graber-2021,
	Author = {Chen Zhao and Chenyan Xiong and Hal {Daum\'{e} III} and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_naacl_multi_ance.pdf},
	Booktitle = {North American Association of Computational Linguistics},
	Year = {2021},
	Title = {Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval},
}

@article{Shi:Zhao:Boyd-Graber:Daume-III:Lee-2020,
	Author = {Tianze Shi and Chen Zhao and Jordan Boyd-Graber and Hal {Daum\'{e} III} and Lillian Lee},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_findings_qalign.pdf},
	Journal = {Findings of EMNLP},
	Year = {2020},
	Title = {On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries},
}

@inproceedings{Iyyer:Manjunatha:Guha:Vyas:Boyd-Graber:Daume-III:Davis-2017,
	Author = {Mohit Iyyer and Varun Manjunatha and Anupam Guha and Yogarshi Vyas and Jordan Boyd-Graber and Hal {Daum\'{e} III} and Larry Davis},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_cvpr_comics.pdf},
	Booktitle = {Computer Vision and Pattern Recognition},
	Year = {2017},
	Title = {The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives},
}

Khanh Nguyen, Jordan Boyd-Graber, and Hal Daumé III. Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback. Empirical Methods in Natural Language Processing, 2017. [Code] [Bibtex]

@inproceedings{Nguyen:Boyd-Graber:Daume-III-2017,
	Author = {Khanh Nguyen and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_emnlp_bandit_mt.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Copenhagen, Denmark},
	Year = {2017},
	Title = {Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback},
}

Hadi Amiri, Philip Resnik, Jordan Boyd-Graber, and Hal Daumé III. Learning Text Pair Similarity with Context-sensitive Autoencoders. Association for Computational Linguistics, 2016. [Code] [Bibtex]

@inproceedings{Amiri:Resnik:Boyd-Graber:Daume-III-2016,
	Author = {Hadi Amiri and Philip Resnik and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_acl_context_ae.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Berlin, Brandenburg},
	Year = {2016},
	Title = {Learning Text Pair Similarity with Context-sensitive Autoencoders},
}

He He, Jordan Boyd-Graber, Kevin Kwok, and Hal Daumé III. Opponent Modeling in Deep Reinforcement Learning. International Conference on Machine Learning, 2016. [Video] [Bibtex]

@inproceedings{He:Boyd-Graber:Kwok:Daume-III-2016,
	Author = {He He and Jordan Boyd-Graber and Kevin Kwok and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_icml_opponent.pdf},
	Booktitle = {International Conference on Machine Learning},
	Location = {New York, NY},
	Year = {2016},
	Title = {Opponent Modeling in Deep Reinforcement Learning},
}

@inproceedings{Iyyer:Guha:Chaturvedi:Boyd-Graber:Daume-III-2016,
	Author = {Mohit Iyyer and Anupam Guha and Snigdha Chaturvedi and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_naacl_relationships.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {San Diego, CA},
	Year = {2016},
	Title = {Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships},
}

Best paper award (2 out of 1592)

He He, Jordan Boyd-Graber, and Hal Daumé III. Interpretese vs. Translationese: The Uniqueness of Human Strategies in Simultaneous Interpretation. North American Association for Computational Linguistics, 2016. [Talk] [Bibtex]

@inproceedings{He:Boyd-Graber:Daume-III-2016,
	Author = {He He and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_naacl_interpretese.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {San Diego, CA},
	Year = {2016},
	Title = {Interpretese vs. Translationese: The Uniqueness of Human Strategies in Simultaneous Interpretation},
}

Mohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, and Hal Daumé III. Deep Unordered Composition Rivals Syntactic Methods for Text Classification. Association for Computational Linguistics, 2015. [Slides] [Code] [Talk] [Bibtex]

@inproceedings{Iyyer:Manjunatha:Boyd-Graber:Daume-III-2015,
	Author = {Mohit Iyyer and Varun Manjunatha and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_acl_dan.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Beijing, China},
	Year = {2015},
	Title = {Deep Unordered Composition Rivals Syntactic Methods for Text Classification},
}

@inproceedings{He:Grissom-II:Boyd-Graber:Daume-III-2015,
	Author = {He He and Alvin {Grissom II} and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_emnlp_rewrite.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Lisbon, Portugal},
	Year = {2015},
	Title = {Syntax-based Rewriting for Simultaneous Machine Translation},
}

Jordan Boyd-Graber, Mohit Iyyer, He He, and Hal Daumé III. Interactive Incremental Question Answering. Neural Information Processing Systems, 2015. [Bibtex]

@inproceedings{Boyd-Graber:Iyyer:He:Daume-III-2015,
	Author = {Jordan Boyd-Graber and Mohit Iyyer and He He and Hal {Daum\'{e} III}},
	Booktitle = {Neural Information Processing Systems},
	Location = {Montreal, Canada},
	Year = {2015},
	Title = {Interactive Incremental Question Answering},
}

This won the best demonstration award at NIPS 2015

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

@inproceedings{Iyyer:Boyd-Graber:Claudino:Socher:Daume-III-2014,
	Author = {Mohit Iyyer and Jordan Boyd-Graber and Leonardo Claudino and Richard Socher and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_emnlp_qb_rnn.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Doha, Qatar},
	Year = {2014},
	Title = {A Neural Network for Factoid Question Answering over Paragraphs},
}

The partial derivatives of "C" and "J" with respect to the parameters should be switched in Equation 7.

@inproceedings{Grissom-II:He:Boyd-Graber:Morgan:Daume-III-2014,
	Author = {Alvin {Grissom II} and He He and Jordan Boyd-Graber and John Morgan and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_emnlp_simtrans.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Doha, Qatar},
	Year = {2014},
	Title = {Don't Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation},
}

Mohit Iyyer, Jordan Boyd-Graber, and Hal Daumé III. Generating Sentences from Semantic Vector Space Representations. NIPS Workshop on Learning Semantics, 2014. [Bibtex]

@inproceedings{Iyyer:Boyd-Graber:Daume-III-2014,
	Author = {Mohit Iyyer and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Booktitle = {NIPS Workshop on Learning Semantics},
	Location = {Montreal, Canada},
	Year = {2014},
	Title = {Generating Sentences from Semantic Vector Space Representations},
}

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

@inproceedings{Hu:Boyd-Graber:Daume-III:Ying-2013,
	Author = {Yuening Hu and Jordan Boyd-Graber and Hal {Daum\'{e} III} and Z. Irene Ying},
	Url = {http://umiacs.umd.edu/~jbg//docs/2013_coalescent.pdf},
	Booktitle = {Neural Information Processing Systems},
	Title = {Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent},
	Year = {2013},
}

@inproceedings{Boyd-Graber:Satinoff:He:Daume-III-2012,
	Author = {Jordan Boyd-Graber and Brianna Satinoff and He He and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/qb_emnlp_2012.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Jeju, South Korea},
	Year = {2012},
	Title = {Besting the Quiz Master: Crowdsourcing Incremental Classification Games},
}

He He

Pedro Rodriguez, Shi Feng, Mohit Iyyer, He He, and Jordan Boyd-Graber. Quizbowl: The Case for Incremental Question Answering. ArXiv, Preprint. [Webpage] [Bibtex]

@article{Rodriguez:Feng:Iyyer:He:Boyd-Graber-Preprint,
	Author = {Pedro Rodriguez and Shi Feng and Mohit Iyyer and He He and Jordan Boyd-Graber},
	Url = {https://arxiv.org/abs/1904.04792},
	Journal = {ArXiv},
	Year = {Preprint},
	Title = {Quizbowl: The Case for Incremental Question Answering},
}

He He, Jordan Boyd-Graber, Kevin Kwok, and Hal Daumé III. Opponent Modeling in Deep Reinforcement Learning. International Conference on Machine Learning, 2016. [Video] [Bibtex]

@inproceedings{He:Boyd-Graber:Kwok:Daume-III-2016,
	Author = {He He and Jordan Boyd-Graber and Kevin Kwok and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_icml_opponent.pdf},
	Booktitle = {International Conference on Machine Learning},
	Location = {New York, NY},
	Year = {2016},
	Title = {Opponent Modeling in Deep Reinforcement Learning},
}

@inproceedings{He:Boyd-Graber:Daume-III-2016,
	Author = {He He and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_naacl_interpretese.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {San Diego, CA},
	Year = {2016},
	Title = {Interpretese vs. Translationese: The Uniqueness of Human Strategies in Simultaneous Interpretation},
}

@inproceedings{He:Grissom-II:Boyd-Graber:Daume-III-2015,
	Author = {He He and Alvin {Grissom II} and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_emnlp_rewrite.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Lisbon, Portugal},
	Year = {2015},
	Title = {Syntax-based Rewriting for Simultaneous Machine Translation},
}

Jordan Boyd-Graber, Mohit Iyyer, He He, and Hal Daumé III. Interactive Incremental Question Answering. Neural Information Processing Systems, 2015. [Bibtex]

@inproceedings{Boyd-Graber:Iyyer:He:Daume-III-2015,
	Author = {Jordan Boyd-Graber and Mohit Iyyer and He He and Hal {Daum\'{e} III}},
	Booktitle = {Neural Information Processing Systems},
	Location = {Montreal, Canada},
	Year = {2015},
	Title = {Interactive Incremental Question Answering},
}

This won the best demonstration award at NIPS 2015

@inproceedings{Grissom-II:He:Boyd-Graber:Morgan:Daume-III-2014,
	Author = {Alvin {Grissom II} and He He and Jordan Boyd-Graber and John Morgan and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_emnlp_simtrans.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Doha, Qatar},
	Year = {2014},
	Title = {Don't Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation},
}

@inproceedings{Boyd-Graber:Satinoff:He:Daume-III-2012,
	Author = {Jordan Boyd-Graber and Brianna Satinoff and He He and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/qb_emnlp_2012.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Jeju, South Korea},
	Year = {2012},
	Title = {Besting the Quiz Master: Crowdsourcing Incremental Classification Games},
}

Jannis Bulian

@article{B\"orschinger:Boyd-Graber:Buck:Bulian:Ciaramita:Huebscher:Gajewski:Kilcher:Nogueira:Saralegu-Preprint,
	Author = {Benjamin B\"orschinger and Jordan Boyd-Graber and Christian Buck and Jannis Bulian and Massimiliano Ciaramita and Michelle Chen Huebscher and Wojciech Gajewski and Yannic Kilcher and Rodrigo Nogueira and Lierni Sestorain Saralegu},
	Url = {https://arxiv.org/abs/1911.04156},
	Journal = {ArXiv},
	Year = {Preprint},
	Title = {Meta Answering for Machine Reading},
}

@inproceedings{Eisenschlos:Dhingra:Bulian:B\"orschinger:Boyd-Graber-2021,
	Author = {Julian Martin Eisenschlos and Bhuwan Dhingra and Jannis Bulian and Benjamin B\"orschinger and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_naacl_fm2.pdf},
	Booktitle = {North American Association of Computational Linguistics},
	Year = {2021},
	Title = {Fool Me Twice: Entailment from Wikipedia Gamification},
}

Jason Chuang

@inproceedings{Smith:Chuang:Hu:Boyd-Graber:Findlater-2014,
	Author = {Alison Smith and Jason Chuang and Yuening Hu and Jordan Boyd-Graber and Leah Findlater},
	Booktitle = {ACL Workshop on Workshop on Interactive Language Learning, Visualization, and Interfaces},
	Location = {Baltimore, Maryland},
	Year = {2014},
	Title = {Concurrent Visualization of Relationships between Words and Topics in Topic Models},
}

@inproceedings{Chuang:Wilkerson:Weiss:Tingley:Stewart:Roberts:Poursabzi-Sangdeh:Grimmer:Findlater:Boyd-Graber:Heer-2014,
	Author = {Jason Chuang and John D. Wilkerson and Rebecca Weiss and Dustin Tingley and Brandon M. Stewart and Margaret E. Roberts and Forough Poursabzi-Sangdeh and Justin Grimmer and Leah Findlater and Jordan Boyd-Graber and Jeffrey Heer},
	Booktitle = {NIPS Workshop on Human-Propelled Machine Learning},
	Location = {Montreal, Canada},
	Year = {2014},
	Title = {Computer-Assisted Content Analysis: Topic Models for Exploring Multiple Subjective Interpretations},
}

Jeff Lund

Jeff Lund, Connor Cook, Kevin Seppi, and Jordan Boyd-Graber. Tandem Anchoring: A Multiword Anchor Approach for Interactive Topic Modeling. Association for Computational Linguistics, 2017. [Code] [Bibtex]

@inproceedings{Lund:Cook:Seppi:Boyd-Graber-2017,
	Author = {Jeff Lund and Connor Cook and Kevin Seppi and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_acl_multiword_anchors.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Vancouver, British Columbia},
	Year = {2017},
	Title = {Tandem Anchoring: A Multiword Anchor Approach for Interactive Topic Modeling},
}

You Lu, Jeff Lund, and Jordan Boyd-Graber. Why ADAGRAD Fails for Online Topic Modeling. Empirical Methods in Natural Language Processing, 2017. [Bibtex]

@inproceedings{Lu:Lund:Boyd-Graber-2017,
	Author = {You Lu and Jeff Lund and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_emnlp_adagrad_olda.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Title = {Why ADAGRAD Fails for Online Topic Modeling},
	Year = {2017},
	Location = {Copenhagen, Denmark},
}

@inproceedings{Nguyen:Boyd-Graber:Lund:Seppi:Ringger-2015,
	Author = {Thang Nguyen and Jordan Boyd-Graber and Jeff Lund and Kevin Seppi and Eric Ringger},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_naacl_supervised_anchor.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {Denver, Colorado},
	Year = {2015},
	Title = {Is your anchor going up or down?  {F}ast and accurate supervised topic models},
}

Joe Barrow

@inproceedings{Rodriguez:Barrow:Hoyle:Lalor:Jia:Boyd-Graber-2021,
	Author = {Pedro Rodriguez and Joe Barrow and Alexander Hoyle and John P. Lalor and Robin Jia and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_acl_leaderboard.pdf},
	Booktitle = {Association of Computational Linguistics},
	Year = {2021},
	Title = {Evaluation Examples Are Not Equally Informative: How Should That Change NLP Leaderboards?},
}

@inproceedings{Peskov:Cheng:Elgohary:Barrow:Danescu-Niculescu-Mizil:Boyd-Graber-2020,
	Author = {Denis Peskov and Benny Cheng and Ahmed Elgohary and Joe Barrow and Cristian Danescu-Niculescu-Mizil and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_acl_diplomacy.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {The Cyberverse Simulacrum of Seattle},
	Year = {2020},
	Title = {It Takes Two to Lie: One to Lie and One to Listen},
}

@inproceedings{Peskov:Barrow:Rodriguez:Neubig:Boyd-Graber-2019,
	Author = {Denis Peskov and Joe Barrow and Pedro Rodriguez and Graham Neubig and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_interspeech_asr},
	Booktitle = {Conference of the International Speech Communication Association},
	Location = {Graz, Austria},
	Year = {2019},
	Title = {Mitigating Noisy Inputs for Question Answering},
}

Jonathan Chang

Viet-An Nguyen, Jordan Boyd-Graber, Philip Resnik, and Jonathan Chang. Learning a Concept Hierarchy from Multi-labeled Documents. Neural Information Processing Systems, 2014. [Code] [Bibtex]

@inproceedings{Nguyen:Boyd-Graber:Resnik:Chang-2014,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik and Jonathan Chang},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_nips_l2h.pdf},
	Booktitle = {Neural Information Processing Systems},
	Location = {Montreal, Canada},
	Year = {2014},
	Title = {Learning a Concept Hierarchy from Multi-labeled Documents},
}

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,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Jonathan Chang and Philip Resnik},
	Booktitle = {NIPS Workshop on Topic Models: Computation, Application, and Evaluation},
	Location = {Lake Tahoe, Nevada},
	Year = {2013},
	Title = {Tree-Based Label Dependency Topic Models},
}

@inproceedings{Chang:Boyd-Graber:Blei-2009,
	Author = {Jonathan Chang and Jordan Boyd-Graber and David M. Blei},
	Url = {http://umiacs.umd.edu/~jbg//docs/kdd2009.pdf},
	Booktitle = {Knowledge Discovery and Data Mining},
	Title = {Connections between the Lines: Augmenting Social Networks with Text},
	Year = {2009},
	Location = {Paris, France},
}

@inproceedings{Chang:Boyd-Graber:Wang:Gerrish:Blei-2009,
	Author = {Jonathan Chang and Jordan Boyd-Graber and Chong Wang and Sean Gerrish and David M. Blei},
	Url = {http://umiacs.umd.edu/~jbg//docs/nips2009-rtl.pdf},
	Booktitle = {Neural Information Processing Systems},
	Location = {Vancouver, BC},
	Year = {2009},
	Title = {Reading Tea Leaves: How Humans Interpret Topic Models},
}

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. [Bibtex]

@inproceedings{Chang:Boyd-Graber:Blei-2008,
	Author = {Jonathan Chang and Jordan Boyd-Graber and David M. Blei},
	Booktitle = {3rd Annual Machine Learning Symposium},
	Location = {New York, New York},
	Year = {2008},
	Title = {Discovering social networks from free text},
}

Ke Zhai

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

@inproceedings{Hu:Zhai:Eidelman:Boyd-Graber-2014,
	Author = {Yuening Hu and Ke Zhai and Vlad Eidelman and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_acl_ptlda_mt.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Baltimore, MD},
	Year = {2014},
	Title = {Polylingual Tree-Based Topic Models for Translation Domain Adaptation},
}

Ke Zhai, Jordan Boyd-Graber, and Shay B. Cohen. Hybrid Online Inference with Adaptor Grammars. NIPS Workshop on Advances in Variational Inference, 2014. [Bibtex]

@article{Zhai:Boyd-Graber:Cohen-2014,
	Author = {Ke Zhai and Jordan Boyd-Graber and Shay B. Cohen},
	Booktitle = {NIPS Workshop on Advances in Variational Inference},
	Year = {2014},
	Title = {Hybrid Online Inference with Adaptor Grammars},
}

Ke Zhai, Jordan Boyd-Graber, and Shay B. Cohen. Online Adaptor Grammars with Hybrid Inference. Transactions of the Association for Computational Linguistics, 2014. [Code] [Bibtex]

@article{Zhai:Boyd-Graber:Cohen-2014,
	Publisher = {Association for Computational Linguistics},
	Author = {Ke Zhai and Jordan Boyd-Graber and Shay B. Cohen},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_tacl_ag_vb_online.pdf},
	Journal = {Transactions of the Association for Computational Linguistics},
	Year = {2014},
	Title = {Online Adaptor Grammars with Hybrid Inference},
}

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

@inproceedings{Zhai:Boyd-Graber-2013,
	Author = {Ke Zhai and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2013_icml_infvoc.pdf},
	Booktitle = {International Conference on Machine Learning},
	Year = {2013},
	Title = {Online Topic Models with Infinite Vocabulary},
}

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,
	Author = {Yuening Hu and Ke Zhai and Vlad Edelman and Jordan Boyd-Graber},
	Booktitle = {NIPS Workshop on Topic Models: Computation, Application, and Evaluation},
	Location = {Lake Tahoe, Nevada},
	Year = {2013},
	Title = {Topic Models for Translation Domain Adaptation},
}

Ke Zhai, Jordan Boyd-Graber, Nima Asadi, and Mohamad (Jude) 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,
	Author = {Ke Zhai and Jordan Boyd-Graber and Nima Asadi and Mohamad Alkhouja},
	Url = {http://umiacs.umd.edu/~jbg//docs/mrlda.pdf},
	Booktitle = {ACM International Conference on World Wide Web},
	Title = {{Mr. LDA}: A Flexible Large Scale Topic Modeling Package using Variational Inference in MapReduce},
	Year = {2012},
	Location = {Lyon, France},
}

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] [Research Talk] [Bibtex]

@inproceedings{Hu:Zhai:Williamson:Boyd-Graber-2012,
	Author = {Yuening Hu and Ke Zhai and Sinead Williamson and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/mtibp_icml_2012.pdf},
	Booktitle = {International Conference of Machine Learning},
	Location = {Edinburgh, Scotland},
	Year = {2012},
	Title = {Modeling Images using Transformed {I}ndian Buffet Processes},
}

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,
	Author = {Ke Zhai and Jordan Boyd-Graber},
	Booktitle = {Mid-Atlantic Student Colloquium on Speech, Language, and Learning},
	Year = {2012},
	Title = {Online Topic Model with Infinite Vocabulary},
}

Kenneth R. Fleischmann

@inproceedings{Templeton:Fleischmann:Boyd-Graber-2011,
	Author = {Clay Templeton and Kenneth R. Fleischmann and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/simulating_audiences.pdf},
	Booktitle = {IEEE International Conference on Social Computing},
	Location = {Cambridge, MA},
	Year = {2011},
	Title = {Simulating Audiences: Automating Analysis of Values, Attitudes, and Sentiment},
}

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,
	Author = {Clay Templeton and Kenneth R. Fleischmann and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/iconference-2011-comparing.pdf},
	Booktitle = {iConference},
	Location = {Seattle, Washington},
	Year = {2011},
	Title = {Comparing Values and Sentiment Using Mechanical Turk},
}

@inproceedings{Fleischmann:Templeton:Boyd-Graber-2011,
	Author = {Kenneth R. Fleischmann and Clay Templeton and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/iconference-2011-learning.pdf},
	Booktitle = {iConference},
	Location = {Seattle, Washington},
	Year = {2011},
	Title = {Modeling Diverse Standpoints in Text Classification: Learning to Be Human by Modeling Human Values},
}

Kevin Seppi

@inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2020,
	Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_iui_control.pdf},
	Booktitle = {Intelligent User Interfaces},
	Year = {2020},
	Title = {Digging into User Control: Perceptions of Adherence and
Instability in Transparent Models},
}

Jeffrey Lund, Piper Armstrong, Wilson Fearn, Stephen Cowley, Courtni Byun, Jordan Boyd-Graber, and Kevin Seppi. Automatic and Human Evaluation of Local Topic Quality. Association for Computational Linguistics, 2019. [Code] [Bibtex]

@inproceedings{Lund:Armstrong:Fearn:Cowley:Byun:Boyd-Graber:Seppi-2019,
	Author = {Jeffrey Lund and Piper Armstrong and Wilson Fearn and Stephen Cowley and Courtni Byun and Jordan Boyd-Graber and Kevin Seppi},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_local.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Florence, Italy},
	Year = {2019},
	Title = {Automatic and Human Evaluation of Local Topic Quality},
}

@inproceedings{Kumar:Smith:Findlater:Seppi:Boyd-Graber-2019,
	Author = {Varun Kumar and Alison Smith and Leah Findlater and Kevin Seppi and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_control.pdf},
	Booktitle = {Association for Computational Linguistics},
	Year = {2019},
	Location = {Florence, Italy},
	Title = {Why Didn't You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models},
}

@inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2018,
	Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_iui_itm.pdf},
	Booktitle = {Intelligent User Interfaces},
	Year = {2018},
	Title = {User-Centered Design and Evaluation of a Human-in-the-Loop Topic Modeling System},
}

Alison won a best student paper honorable mention (3 out of 300)

@inproceedings{Felt:Ringger:Seppi:Boyd-Graber-2018,
	Author = {Paul Felt and Eric Ringger and Kevin Seppi and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_coling_measurements.pdf},
	Booktitle = {International Conference on Computational Linguistics},
	Location = {Santa Fe, New Mexico},
	Year = {2018},
	Title = {Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types},
}

@inproceedings{Lund:Cook:Seppi:Boyd-Graber-2017,
	Author = {Jeff Lund and Connor Cook and Kevin Seppi and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_acl_multiword_anchors.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Vancouver, British Columbia},
	Year = {2017},
	Title = {Tandem Anchoring: A Multiword Anchor Approach for Interactive Topic Modeling},
}

@inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2017,
	Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater},
	Url = {http://visualization.ischool.uw.edu/hci_uncertainty/papers/Paper11.pdf},
	Booktitle = {CHI 2017 Designing for Uncertainty Workshop},
	Year = {2017},
	Location = {Denver, CO},
	Title = {Accounting for Input Uncertainty in Human-in-the-Loop Systems},
}

@article{Lee:Smith:Seppi:Elmqvist:Boyd-Graber:Findlater-2017,
	Author = {Tak Yeon Lee and Alison Smith and Kevin Seppi and Niklas Elmqvist and Jordan Boyd-Graber and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_ijhcs_human_touch.pdf},
	Journal = {International Journal of Human-Computer Studies},
	Year = {2017},
	Title = {The Human Touch: How Non-expert Users Perceive, Interpret, and Fix Topic Models},
}

@article{Smith:Lee:Poursabzi-Sangdeh:Boyd-Graber:Seppi:Elmqvist:Findlater-2017,
	Volume = {5},
	Author = {Alison Smith and Tak Yeon Lee and Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Kevin Seppi and Niklas Elmqvist and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_tacl_eval_tm_viz.pdf},
	Journal = {Transactions of the Association for Computational Linguistics},
	Year = {2017},
	Title = {Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Labels},
	Pages = {1--15},
}

@inproceedings{Poursabzi-Sangdeh:Boyd-Graber:Findlater:Seppi-2016,
	Author = {Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Leah Findlater and Kevin Seppi},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_acl_doclabel.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Berlin, Brandenburg},
	Year = {2016},
	Title = {ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling},
}

@inproceedings{Smith:Lee:Poursabzi-Sangdeh:Boyd-Graber:Seppi:Elmqvist:Findlater-2016,
	Author = {Alison Smith and Tak Yeon Lee and Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Kevin Seppi and Niklas Elmqvist and Leah Findlater},
	Booktitle = {CHI Human Centred Machine Learning Workshop},
	Year = {2016},
	Location = {San Jose, CA},
	Title = {Human-Centered and Interactive: Expanding the Impact of Topic Models},
}

@inproceedings{Felt:Ringger:Boyd-Graber:Seppi-2015,
	Author = {Paul Felt and Eric Ringger and Jordan Boyd-Graber and Kevin Seppi},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_conll_cslda.pdf},
	Booktitle = {Conference on Computational Natural Language Learning},
	Location = {Beijing, China},
	Year = {2015},
	Title = {Making the Most of Crowdsourced Document Annotations: Confused Supervised {LDA}},
}

This paper received the best paper award at CoNLL

@inproceedings{Nguyen:Boyd-Graber:Lund:Seppi:Ringger-2015,
	Author = {Thang Nguyen and Jordan Boyd-Graber and Jeff Lund and Kevin Seppi and Eric Ringger},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_naacl_supervised_anchor.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {Denver, Colorado},
	Year = {2015},
	Title = {Is your anchor going up or down?  {F}ast and accurate supervised topic models},
}

Kimberly Glasgow

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,
	Author = {Kimberly Glasgow and Clay Fink and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_icwsm_grief.pdf},
	Booktitle = {The International AAAI Conference on Weblogs and Social Media},
	Location = {Ann Arbor},
	Year = {2014},
	Title = {Our grief is unspeakable: Measuring the community impact of a tragedy},
}

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,
	Author = {Jordan Boyd-Graber and Kimberly Glasgow and Jackie Sauter Zajac},
	Url = {http://umiacs.umd.edu/~jbg//docs/2013_spoiler.pdf},
	Booktitle = {ASIST 2013: The 76th Annual Meeting of the American Society for Information Science and Technology},
	Location = {Montreal, Canada},
	Year = {2013},
	Title = {Spoiler Alert: Machine Learning Approaches to Detect Social Media Posts with Revelatory Information},
}

Larry Davis

Mohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, and Larry Davis. Learning to Color from Language. North American Association of Computational Linguistics, 2018. [Bibtex]

@inproceedings{Iyyer:Manjunatha:Boyd-Graber:Davis-2018,
	Author = {Mohit Iyyer and Varun Manjunatha and Jordan Boyd-Graber and Larry Davis},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_naacl_colorization.pdf},
	Booktitle = {North American Association of Computational Linguistics},
	Year = {2018},
	Title = {Learning to Color from Language},
}

@inproceedings{Iyyer:Manjunatha:Guha:Vyas:Boyd-Graber:Daume-III:Davis-2017,
	Author = {Mohit Iyyer and Varun Manjunatha and Anupam Guha and Yogarshi Vyas and Jordan Boyd-Graber and Hal {Daum\'{e} III} and Larry Davis},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_cvpr_comics.pdf},
	Booktitle = {Computer Vision and Pattern Recognition},
	Year = {2017},
	Title = {The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives},
}

Leah Findlater

@inproceedings{Smith:Boyd-Graber:Fan:Birchfield:Wu:Weld:Findlater-2020,
	Author = {Alison Smith and Jordan Boyd-Graber and Ron Fan and Melissa Birchfield and Tongshuang Wu and Dan Weld and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_chi_explanation.pdf},
	Booktitle = {Computer-Human Interaction},
	Year = {2020},
	Title = {No Explainability without Accountability: An Empirical Study of Explanations and Feedback in Interactive ML},
}

@inproceedings{Yuan:Zhang:Van-Durme:Findlater:Boyd-Graber-2020,
	Author = {Michelle Yuan and Mozhi Zhang and Benjamin {Van Durme} and Leah Findlater and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_emnlp_clime.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {The Cyberverse Simulacrum of Punta Cana, Dominican Republic},
	Year = {2020},
	Title = {Interactive Refinement of Cross-Lingual Word Embeddings},
}

@inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2020,
	Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_iui_control.pdf},
	Booktitle = {Intelligent User Interfaces},
	Year = {2020},
	Title = {Digging into User Control: Perceptions of Adherence and
Instability in Transparent Models},
}

@inproceedings{Guo:Boyd-Graber:Iyyer:Findlater-2020,
	Author = {Fenfei Guo and Jordan Boyd-Graber and Mohit Iyyer and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_lrec_sense.pdf},
	Booktitle = {Linguistic Resources and Evaluation Conference},
	Year = {2020},
	Location = {France (but only in dreams)},
	Title = {Which Evaluations Uncover Sense Representations that Actually Make Sense?},
}

@inproceedings{Kumar:Smith:Findlater:Seppi:Boyd-Graber-2019,
	Author = {Varun Kumar and Alison Smith and Leah Findlater and Kevin Seppi and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_control.pdf},
	Booktitle = {Association for Computational Linguistics},
	Year = {2019},
	Location = {Florence, Italy},
	Title = {Why Didn't You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models},
}

@inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2018,
	Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_iui_itm.pdf},
	Booktitle = {Intelligent User Interfaces},
	Year = {2018},
	Title = {User-Centered Design and Evaluation of a Human-in-the-Loop Topic Modeling System},
}

Alison won a best student paper honorable mention (3 out of 300)

@inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2017,
	Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater},
	Url = {http://visualization.ischool.uw.edu/hci_uncertainty/papers/Paper11.pdf},
	Booktitle = {CHI 2017 Designing for Uncertainty Workshop},
	Year = {2017},
	Location = {Denver, CO},
	Title = {Accounting for Input Uncertainty in Human-in-the-Loop Systems},
}

@article{Lee:Smith:Seppi:Elmqvist:Boyd-Graber:Findlater-2017,
	Author = {Tak Yeon Lee and Alison Smith and Kevin Seppi and Niklas Elmqvist and Jordan Boyd-Graber and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_ijhcs_human_touch.pdf},
	Journal = {International Journal of Human-Computer Studies},
	Year = {2017},
	Title = {The Human Touch: How Non-expert Users Perceive, Interpret, and Fix Topic Models},
}

@article{Smith:Lee:Poursabzi-Sangdeh:Boyd-Graber:Seppi:Elmqvist:Findlater-2017,
	Volume = {5},
	Author = {Alison Smith and Tak Yeon Lee and Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Kevin Seppi and Niklas Elmqvist and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_tacl_eval_tm_viz.pdf},
	Journal = {Transactions of the Association for Computational Linguistics},
	Year = {2017},
	Title = {Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Labels},
	Pages = {1--15},
}

@inproceedings{Poursabzi-Sangdeh:Boyd-Graber:Findlater:Seppi-2016,
	Author = {Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Leah Findlater and Kevin Seppi},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_acl_doclabel.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Berlin, Brandenburg},
	Year = {2016},
	Title = {ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling},
}

@inproceedings{Smith:Lee:Poursabzi-Sangdeh:Boyd-Graber:Seppi:Elmqvist:Findlater-2016,
	Author = {Alison Smith and Tak Yeon Lee and Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Kevin Seppi and Niklas Elmqvist and Leah Findlater},
	Booktitle = {CHI Human Centred Machine Learning Workshop},
	Year = {2016},
	Location = {San Jose, CA},
	Title = {Human-Centered and Interactive: Expanding the Impact of Topic Models},
}

@inproceedings{Smith:Chuang:Hu:Boyd-Graber:Findlater-2014,
	Author = {Alison Smith and Jason Chuang and Yuening Hu and Jordan Boyd-Graber and Leah Findlater},
	Booktitle = {ACL Workshop on Workshop on Interactive Language Learning, Visualization, and Interfaces},
	Location = {Baltimore, Maryland},
	Year = {2014},
	Title = {Concurrent Visualization of Relationships between Words and Topics in Topic Models},
}

@inproceedings{Chuang:Wilkerson:Weiss:Tingley:Stewart:Roberts:Poursabzi-Sangdeh:Grimmer:Findlater:Boyd-Graber:Heer-2014,
	Author = {Jason Chuang and John D. Wilkerson and Rebecca Weiss and Dustin Tingley and Brandon M. Stewart and Margaret E. Roberts and Forough Poursabzi-Sangdeh and Justin Grimmer and Leah Findlater and Jordan Boyd-Graber and Jeffrey Heer},
	Booktitle = {NIPS Workshop on Human-Propelled Machine Learning},
	Location = {Montreal, Canada},
	Year = {2014},
	Title = {Computer-Assisted Content Analysis: Topic Models for Exploring Multiple Subjective Interpretations},
}

Leonardo Claudino

Philip Resnik, William Armstrong, Leonardo Claudino, Thang Nguyen, Viet-An Nguyen, and Jordan Boyd-Graber. Beyond LDA: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter. NAACL Workshop on Cognitive Modeling and Computational Linguistics, 2015. [Bibtex]

@inproceedings{Resnik:Armstrong:Claudino:Nguyen:Nguyen:Boyd-Graber-2015,
	Author = {Philip Resnik and William Armstrong and Leonardo Claudino and Thang Nguyen and Viet-An Nguyen and Jordan Boyd-Graber},
	Booktitle = {NAACL Workshop on Cognitive Modeling and Computational Linguistics},
	Location = {Denver, Colorado},
	Year = {2015},
	Title = {Beyond {LDA}: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter},
}

@inproceedings{Iyyer:Boyd-Graber:Claudino:Socher:Daume-III-2014,
	Author = {Mohit Iyyer and Jordan Boyd-Graber and Leonardo Claudino and Richard Socher and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_emnlp_qb_rnn.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Doha, Qatar},
	Year = {2014},
	Title = {A Neural Network for Factoid Question Answering over Paragraphs},
}

The partial derivatives of "C" and "J" with respect to the parameters should be switched in Equation 7.

Massimiliano Ciaramita

@article{B\"orschinger:Boyd-Graber:Buck:Bulian:Ciaramita:Huebscher:Gajewski:Kilcher:Nogueira:Saralegu-Preprint,
	Author = {Benjamin B\"orschinger and Jordan Boyd-Graber and Christian Buck and Jannis Bulian and Massimiliano Ciaramita and Michelle Chen Huebscher and Wojciech Gajewski and Yannic Kilcher and Rodrigo Nogueira and Lierni Sestorain Saralegu},
	Url = {https://arxiv.org/abs/1911.04156},
	Journal = {ArXiv},
	Year = {Preprint},
	Title = {Meta Answering for Machine Reading},
}

Francesco Saverio Varini, Jordan Boyd-Graber, Massimiliano Ciaramita, and Markus Leippold. ClimaText: A Dataset for Climate Change Topic Detection. NeurIPS Workshop on Tackling Climate Change with Machine Learning, 2020. [Bibtex]

@inproceedings{Varini:Boyd-Graber:Ciaramita:Leippold-2020,
	Author = {Francesco Saverio Varini and Jordan Boyd-Graber and Massimiliano Ciaramita and Markus Leippold},
	Booktitle = {NeurIPS Workshop on Tackling Climate Change with Machine Learning},
	Location = {Virtual Simulacrum of Vancouver},
	Year = {2020},
	Title = {ClimaText: A Dataset for Climate Change Topic Detection},
}

Michael J. Paul

Mozhi Zhang, Yoshinari Fujinuma, Michael J. Paul, and Jordan Boyd-Graber. Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries. Association for Computational Linguistics, 2020. [Preprint] [Video] [Code] [Bibtex]

@inproceedings{Zhang:Fujinuma:Paul:Boyd-Graber-2020,
	Title = {Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries},
	Author = {Mozhi Zhang and Yoshinari Fujinuma and Michael J. Paul and Jordan Boyd-Graber},
	Booktitle = {Association for Computational Linguistics},
	Year = {2020},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_acl_refine.pdf},
	Location = {The Cyberverse Simulacrum of Seattle},
}

Shudong Hao, Michael J. Paul, and Jordan Boyd-Graber. Lessons from the Bible on Modern Topics: Multilingual Topic Model Evaluation on Low-Resource Languages. North American Association for Computational Linguistics, 2018. [Bibtex]

@inproceedings{Hao:Paul:Boyd-Graber-2018,
	Author = {Shudong Hao and Michael J. Paul and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_naacl_mltm_eval.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {New Orleans, LA},
	Year = {2018},
	Title = {Lessons from the Bible on Modern Topics: Multilingual Topic Model Evaluation on Low-Resource Languages},
}

Michael Paul

Yoshinari Fujinuma, Michael Paul, and Jordan Boyd-Graber. A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity. Association for Computational Linguistics, 2019. [Bibtex]

@inproceedings{Fujinuma:Paul:Boyd-Graber-2019,
	Author = {Yoshinari Fujinuma and Michael Paul and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_modularity.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Florence, Italy},
	Year = {2019},
	Title = {A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity},
}

Dasha Pruss, Yoshinari Fujinuma, Ashlynn Daughton, Michael Paul, Brad Arnot, Danielle Szafir, and Jordan Boyd-Graber. Zika discourse in the Americas: A multilingual topic analysis of Twitter. PlosOne, 2019. [Data] [Bibtex]

@article{Pruss:Fujinuma:Daughton:Paul:Arnot:Szafir:Boyd-Graber-2019,
	Author = {Dasha Pruss and Yoshinari Fujinuma and Ashlynn Daughton and Michael Paul and Brad Arnot and Danielle Szafir and Jordan Boyd-Graber},
	Url = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0216922},
	Journal = {PlosOne},
	Year = {2019},
	Title = {Zika discourse in the Americas: A multilingual topic analysis of {Twitter}},
}

Michelle Yuan

Michelle Yuan, Patrick Xia, Chandler May, Benjamin Van Durme, and Jordan Boyd-Graber. Adapting Coreference Resolution Models through Active Learning. Association for Computational Linguistics, 2022. [Code] [Bibtex]

@inproceedings{Yuan:Xia:May:Durme:Boyd-Graber-2022,
	Title = {Adapting Coreference Resolution Models through Active Learning},
	Author = {Michelle Yuan and Patrick Xia and Chandler May and Benjamin Van Durme and Jordan Boyd-Graber},
	Booktitle = {Association for Computational Linguistics},
	Year = {2022},
	Url = {http://umiacs.umd.edu/~jbg//docs/2022_acl_alcoref.pdf},
	Location = {Dublin},
}

Michelle Yuan, Hsuan-Tien Lin, and Jordan Boyd-Graber. Cold-start Active Learning through Self-Supervised Language Modeling. Empirical Methods in Natural Language Processing, 2020. [Video] [Code] [Bibtex]

@inproceedings{Yuan:Lin:Boyd-Graber-2020,
	Author = {Michelle Yuan and Hsuan-Tien Lin and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_emnlp_alps.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {The Cyberverse Simulacrum of Punta Cana, Dominican Republic},
	Year = {2020},
	Title = {Cold-start Active Learning through Self-Supervised Language Modeling},
}

@inproceedings{Yuan:Zhang:Van-Durme:Findlater:Boyd-Graber-2020,
	Author = {Michelle Yuan and Mozhi Zhang and Benjamin {Van Durme} and Leah Findlater and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_emnlp_clime.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {The Cyberverse Simulacrum of Punta Cana, Dominican Republic},
	Year = {2020},
	Title = {Interactive Refinement of Cross-Lingual Word Embeddings},
}

@inproceedings{Yuan:Van-Durme:Boyd-Graber-2018,
	Author = {Michelle Yuan and Benjamin {Van Durme} and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_neurips_mtanchor.pdf},
	Booktitle = {Neural Information Processing Systems},
	Location = {Montreal, Quebec},
	Year = {2018},
	Title = {Multilingual Anchoring: Interactive Topic Modeling and Alignment  Across Languages},
}

Mohit Iyyer

Pedro Rodriguez, Shi Feng, Mohit Iyyer, He He, and Jordan Boyd-Graber. Quizbowl: The Case for Incremental Question Answering. ArXiv, Preprint. [Webpage] [Bibtex]

@article{Rodriguez:Feng:Iyyer:He:Boyd-Graber-Preprint,
	Author = {Pedro Rodriguez and Shi Feng and Mohit Iyyer and He He and Jordan Boyd-Graber},
	Url = {https://arxiv.org/abs/1904.04792},
	Journal = {ArXiv},
	Year = {Preprint},
	Title = {Quizbowl: The Case for Incremental Question Answering},
}

@inproceedings{Guo:Boyd-Graber:Iyyer:Findlater-2020,
	Author = {Fenfei Guo and Jordan Boyd-Graber and Mohit Iyyer and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_lrec_sense.pdf},
	Booktitle = {Linguistic Resources and Evaluation Conference},
	Year = {2020},
	Location = {France (but only in dreams)},
	Title = {Which Evaluations Uncover Sense Representations that Actually Make Sense?},
}

@inproceedings{Feng:Wallace:II:Rodriguez:Iyyer:Boyd-Graber-2018,
	Author = {Shi Feng and Eric Wallace and Alvin Grissom II and Pedro Rodriguez and Mohit Iyyer and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_emnlp_rs.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Brussels, Belgium},
	Year = {2018},
	Title = {Pathologies of Neural Models Make Interpretation Difficult},
}

Mohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, and Larry Davis. Learning to Color from Language. North American Association of Computational Linguistics, 2018. [Bibtex]

@inproceedings{Iyyer:Manjunatha:Boyd-Graber:Davis-2018,
	Author = {Mohit Iyyer and Varun Manjunatha and Jordan Boyd-Graber and Larry Davis},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_naacl_colorization.pdf},
	Booktitle = {North American Association of Computational Linguistics},
	Year = {2018},
	Title = {Learning to Color from Language},
}

@inproceedings{Iyyer:Manjunatha:Guha:Vyas:Boyd-Graber:Daume-III:Davis-2017,
	Author = {Mohit Iyyer and Varun Manjunatha and Anupam Guha and Yogarshi Vyas and Jordan Boyd-Graber and Hal {Daum\'{e} III} and Larry Davis},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_cvpr_comics.pdf},
	Booktitle = {Computer Vision and Pattern Recognition},
	Year = {2017},
	Title = {The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives},
}

@inproceedings{Guha:Iyyer:Boyd-Graber-2016,
	Author = {Anupam Guha and Mohit Iyyer and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_naacl_paintings.pdf},
	Booktitle = {NAACL Human-Computer Question Answering Workshop},
	Location = {San Diego, CA},
	Year = {2016},
	Title = {A Distorted Skull Lies in the Bottom Center: Identifying Paintings from Text Descriptions},
}

@inproceedings{Iyyer:Guha:Chaturvedi:Boyd-Graber:Daume-III-2016,
	Author = {Mohit Iyyer and Anupam Guha and Snigdha Chaturvedi and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_naacl_relationships.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {San Diego, CA},
	Year = {2016},
	Title = {Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships},
}

Best paper award (2 out of 1592)

@inproceedings{Iyyer:Manjunatha:Boyd-Graber:Daume-III-2015,
	Author = {Mohit Iyyer and Varun Manjunatha and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_acl_dan.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Beijing, China},
	Year = {2015},
	Title = {Deep Unordered Composition Rivals Syntactic Methods for Text Classification},
}

Jordan Boyd-Graber, Mohit Iyyer, He He, and Hal Daumé III. Interactive Incremental Question Answering. Neural Information Processing Systems, 2015. [Bibtex]

@inproceedings{Boyd-Graber:Iyyer:He:Daume-III-2015,
	Author = {Jordan Boyd-Graber and Mohit Iyyer and He He and Hal {Daum\'{e} III}},
	Booktitle = {Neural Information Processing Systems},
	Location = {Montreal, Canada},
	Year = {2015},
	Title = {Interactive Incremental Question Answering},
}

This won the best demonstration award at NIPS 2015

@inproceedings{Guha:Iyyer:Bouman:Boyd-Graber-2015,
	Author = {Anupam Guha and Mohit Iyyer and Danny Bouman and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_naacl_qb_coref.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {Denver, Colorado},
	Year = {2015},
	Title = {Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers},
}

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,
	Author = {Mohit Iyyer and Peter Enns and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_acl_rnn_ideology.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Baltimore, MD},
	Year = {2014},
	Title = {Political Ideology Detection Using Recursive Neural Networks},
}

@inproceedings{Iyyer:Boyd-Graber:Claudino:Socher:Daume-III-2014,
	Author = {Mohit Iyyer and Jordan Boyd-Graber and Leonardo Claudino and Richard Socher and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_emnlp_qb_rnn.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Doha, Qatar},
	Year = {2014},
	Title = {A Neural Network for Factoid Question Answering over Paragraphs},
}

The partial derivatives of "C" and "J" with respect to the parameters should be switched in Equation 7.

Mohit Iyyer, Jordan Boyd-Graber, and Hal Daumé III. Generating Sentences from Semantic Vector Space Representations. NIPS Workshop on Learning Semantics, 2014. [Bibtex]

@inproceedings{Iyyer:Boyd-Graber:Daume-III-2014,
	Author = {Mohit Iyyer and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Booktitle = {NIPS Workshop on Learning Semantics},
	Location = {Montreal, Canada},
	Year = {2014},
	Title = {Generating Sentences from Semantic Vector Space Representations},
}

Mozhi Zhang

@inproceedings{Zhang:Fujinuma:Paul:Boyd-Graber-2020,
	Title = {Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries},
	Author = {Mozhi Zhang and Yoshinari Fujinuma and Michael J. Paul and Jordan Boyd-Graber},
	Booktitle = {Association for Computational Linguistics},
	Year = {2020},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_acl_refine.pdf},
	Location = {The Cyberverse Simulacrum of Seattle},
}

Mozhi Zhang, Yoshinari Fujinuma, and Jordan Boyd-Graber. Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification. Association for the Advancement of Artificial Intelligence, 2020. [Bibtex]

@inproceedings{Zhang:Fujinuma:Boyd-Graber-2020,
	Author = {Mozhi Zhang and Yoshinari Fujinuma and Jordan Boyd-Graber},
	Url = {https://arxiv.org/abs/1812.09617},
	Booktitle = {Association for the Advancement of Artificial Intelligence},
	Location = {New York, New York},
	Year = {2020},
	Title = {Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification},
}

@inproceedings{Yuan:Zhang:Van-Durme:Findlater:Boyd-Graber-2020,
	Author = {Michelle Yuan and Mozhi Zhang and Benjamin {Van Durme} and Leah Findlater and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_emnlp_clime.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {The Cyberverse Simulacrum of Punta Cana, Dominican Republic},
	Year = {2020},
	Title = {Interactive Refinement of Cross-Lingual Word Embeddings},
}

Mozhi Zhang, Keyulu Xu, Ken-ichi Kawarabayashi, Stefanie Jegelka, and Jordan Boyd-Graber. Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization. Association for Computational Linguistics, 2019. [Preprint] [Bibtex]

@inproceedings{Zhang:Xu:Kawarabayashi:Jegelka:Boyd-Graber-2019,
	Title = {Are Girls Neko or Sh{\=o}jo? {C}ross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization},
	Author = {Mozhi Zhang and Keyulu Xu and Ken-ichi Kawarabayashi and Stefanie Jegelka and Jordan Boyd-Graber},
	Booktitle = {Association for Computational Linguistics},
	Year = {2019},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_clwe.pdf},
	Location = {Florence, Italy},
}

Mozhi Zhang, Yoshinari Fujinuma, and Jordan Boyd-Graber. Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification. ACL Workshop on Deep Learning Approaches for Low-Resource Natural Language Processing, 2018. [Bibtex]

@inproceedings{Zhang:Fujinuma:Boyd-Graber-2018,
	Author = {Mozhi Zhang and Yoshinari Fujinuma and Jordan Boyd-Graber},
	Booktitle = {ACL Workshop on Deep Learning Approaches for Low-Resource Natural Language Processing},
	Location = {Melbourne, Australia},
	Year = {2018},
	Title = {Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification},
}

Naho Orita

Alvin Grissom II, Naho Orita, and Jordan Boyd-Graber. Incremental Prediction of Sentence-final Verbs. Conference on Computational Natural Language Learning, 2016. [Bibtex]

@inproceedings{Grissom-II:Orita:Boyd-Graber-2016,
	Author = {Alvin {Grissom II} and Naho Orita and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_conll_verbpred.pdf},
	Booktitle = {Conference on Computational Natural Language Learning},
	Location = {Berlin, Germany},
	Year = {2016},
	Title = {Incremental Prediction of Sentence-final Verbs},
}

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,
	Author = {Naho Orita and Naomi Feldman and Jordan Boyd-Graber},
	Booktitle = {ACL Workshop on Cognitive Modeling and Computational Linguistics},
	Location = {Baltimore, Maryland},
	Year = {2014},
	Title = {Quantifying the role of discourse topicality in  speakers' choices of referring expressions},
}

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,
	Author = {Naho Orita and Rebecca McKeown and Naomi H. Feldman and Jeffrey Lidz and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2013_cogsci_pronoun.pdf},
	Booktitle = {Proceedings of the Cognitive Science Society},
	Location = {Berlin, Germany},
	Year = {2013},
	Title = {Discovering Pronoun Categories using Discourse Information},
}

Niklas Elmqvist

@article{Lee:Smith:Seppi:Elmqvist:Boyd-Graber:Findlater-2017,
	Author = {Tak Yeon Lee and Alison Smith and Kevin Seppi and Niklas Elmqvist and Jordan Boyd-Graber and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_ijhcs_human_touch.pdf},
	Journal = {International Journal of Human-Computer Studies},
	Year = {2017},
	Title = {The Human Touch: How Non-expert Users Perceive, Interpret, and Fix Topic Models},
}

@article{Smith:Lee:Poursabzi-Sangdeh:Boyd-Graber:Seppi:Elmqvist:Findlater-2017,
	Volume = {5},
	Author = {Alison Smith and Tak Yeon Lee and Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Kevin Seppi and Niklas Elmqvist and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_tacl_eval_tm_viz.pdf},
	Journal = {Transactions of the Association for Computational Linguistics},
	Year = {2017},
	Title = {Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Labels},
	Pages = {1--15},
}

@inproceedings{Smith:Lee:Poursabzi-Sangdeh:Boyd-Graber:Seppi:Elmqvist:Findlater-2016,
	Author = {Alison Smith and Tak Yeon Lee and Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Kevin Seppi and Niklas Elmqvist and Leah Findlater},
	Booktitle = {CHI Human Centred Machine Learning Workshop},
	Year = {2016},
	Location = {San Jose, CA},
	Title = {Human-Centered and Interactive: Expanding the Impact of Topic Models},
}

Paul Felt

@inproceedings{Felt:Ringger:Seppi:Boyd-Graber-2018,
	Author = {Paul Felt and Eric Ringger and Kevin Seppi and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_coling_measurements.pdf},
	Booktitle = {International Conference on Computational Linguistics},
	Location = {Santa Fe, New Mexico},
	Year = {2018},
	Title = {Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types},
}

@inproceedings{Felt:Ringger:Boyd-Graber:Seppi-2015,
	Author = {Paul Felt and Eric Ringger and Jordan Boyd-Graber and Kevin Seppi},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_conll_cslda.pdf},
	Booktitle = {Conference on Computational Natural Language Learning},
	Location = {Beijing, China},
	Year = {2015},
	Title = {Making the Most of Crowdsourced Document Annotations: Confused Supervised {LDA}},
}

This paper received the best paper award at CoNLL

Pedro Rodriguez

Pedro Rodriguez, Shi Feng, Mohit Iyyer, He He, and Jordan Boyd-Graber. Quizbowl: The Case for Incremental Question Answering. ArXiv, Preprint. [Webpage] [Bibtex]

@article{Rodriguez:Feng:Iyyer:He:Boyd-Graber-Preprint,
	Author = {Pedro Rodriguez and Shi Feng and Mohit Iyyer and He He and Jordan Boyd-Graber},
	Url = {https://arxiv.org/abs/1904.04792},
	Journal = {ArXiv},
	Year = {Preprint},
	Title = {Quizbowl: The Case for Incremental Question Answering},
}

@inproceedings{Rodriguez:Barrow:Hoyle:Lalor:Jia:Boyd-Graber-2021,
	Author = {Pedro Rodriguez and Joe Barrow and Alexander Hoyle and John P. Lalor and Robin Jia and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_acl_leaderboard.pdf},
	Booktitle = {Association of Computational Linguistics},
	Year = {2021},
	Title = {Evaluation Examples Are Not Equally Informative: How Should That Change NLP Leaderboards?},
}

Pedro Rodriguez and Jordan Boyd-Graber. Evaluation Paradigms in Question Answering. Empirical Methods in Natural Language Processing, 2021. [Research Talk] [Bibtex]

@inproceedings{Rodriguez:Boyd-Graber-2021,
	Author = {Pedro Rodriguez and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_emnlp_paradigms.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Title = {Evaluation Paradigms in Question Answering},
	Year = {2021},
	Location = {Punta Cana},
}

@inproceedings{Peskov:Barrow:Rodriguez:Neubig:Boyd-Graber-2019,
	Author = {Denis Peskov and Joe Barrow and Pedro Rodriguez and Graham Neubig and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_interspeech_asr},
	Booktitle = {Conference of the International Speech Communication Association},
	Location = {Graz, Austria},
	Year = {2019},
	Title = {Mitigating Noisy Inputs for Question Answering},
}

@article{Wallace:Rodriguez:Feng:Yamada:Boyd-Graber-2019,
	Author = {Eric Wallace and Pedro Rodriguez and Shi Feng and Ikuya Yamada and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_tacl_trick.pdf},
	Booktitle = {Transactions of the Association of Computational Linguistics},
	Volume = {10},
	Year = {2019},
	Title = {Trick Me If You Can: Human-in-the-loop Generation of Adversarial Question Answering Examples},
}

@inproceedings{Feng:Wallace:II:Rodriguez:Iyyer:Boyd-Graber-2018,
	Author = {Shi Feng and Eric Wallace and Alvin Grissom II and Pedro Rodriguez and Mohit Iyyer and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_emnlp_rs.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Brussels, Belgium},
	Year = {2018},
	Title = {Pathologies of Neural Models Make Interpretation Difficult},
}

Jordan Boyd-Graber, Shi Feng, and Pedro Rodriguez. Human-Computer Question Answering: The Case for Quizbowl. The NIPS '17 Competition: Building Intelligent Systems, 2018. [Bibtex]

@inbook{Boyd-Graber:Feng:Rodriguez-2018,
	Publisher = {Springer Verlag},
	Author = {Jordan Boyd-Graber and Shi Feng and Pedro Rodriguez},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_nips_qbcomp.pdf},
	Booktitle = {The NIPS '17 Competition: Building Intelligent Systems},
	Title = {Human-Computer Question Answering: The Case for Quizbowl},
	Year = {2018},
	Editor = {Sergio Escalera and Markus Weimer},
}

Perry Cook

@inproceedings{Nikolova:Boyd-Graber:Fellbaum:Cook-2009,
	Title = {Better Vocabularies for Assistive Communication Aids: Connecting Terms using Semantic Networks and Untrained Annotators},
	Author = {Sonya S. Nikolova and Jordan Boyd-Graber and Christiane Fellbaum and Perry Cook},
	Booktitle = {ACM Conference on Computers and Accessibility},
	Year = {2009},
	Url = {http://umiacs.umd.edu/~jbg//docs/evocation-viva.pdf},
	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,
	Author = {Xiaojuan Ma and Jordan Boyd-Graber and Sonya S. Nikolova and Perry Cook},
	Url = {http://umiacs.umd.edu/~jbg//docs/image_icon.pdf},
	Booktitle = {ACM Conference on Computers and Accessibility},
	Location = {Pittsburgh, PA},
	Year = {2009},
	Title = {Speaking Through Pictures: Images vs. Icons},
}

Sonya S. Nikolova, Jordan Boyd-Graber, and Perry Cook. The Design of ViVA: A Mixed-initiative Visual Vocabulary for Aphasia. Proceedings of the 27th international conference extended abstracts on Human factors in computing systems, 2009. [Bibtex]

@inproceedings{Nikolova:Boyd-Graber:Cook-2009,
	Publisher = {ACM},
	Isbn = {978-1-60558-247-4},
	Address = {New York, NY, USA},
	Title = {The Design of ViVA: A Mixed-initiative Visual Vocabulary for Aphasia},
	Url = {http://umiacs.umd.edu/~jbg//docs/viva.pdf},
	Booktitle = {Proceedings of the 27th international conference extended abstracts on Human factors in computing systems},
	Author = {Sonya S. Nikolova and Jordan Boyd-Graber and Perry Cook},
	Year = {2009},
	Location = {Boston, MA, USA},
	Pages = {4015--4020},
}

Philip Resnik

@inproceedings{Hoyle:Goel:Peskov:Hian-Cheong:Boyd-Graber:Resnik-2021,
	Author = {Alexander Hoyle and Pranav Goel and Denis Peskov and Andrew Hian-Cheong and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2021_neurips_incoherence.pdf},
	Booktitle = {Neural Information Processing Systems},
	Title = {Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence},
	Year = {2021},
	Location = {Online},
}

Weiwei Yang, Jordan Boyd-Graber, and Philip Resnik. A Multilingual Topic Model for Learning Weighted Topic Links Across Incomparable Corpora. Empirical Methods in Natural Language Processing, 2019. [Bibtex]

@inproceedings{Yang:Boyd-Graber:Resnik-2019,
	Title = {A Multilingual Topic Model for Learning Weighted Topic Links Across Incomparable Corpora},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_emnlp_mtm.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik},
	Location = {Hong Kong, China},
	Year = {2019},
}

Weiwei Yang, Jordan Boyd-Graber, and Philip Resnik. Adapting Topic Models using Lexical Associations with Tree Priors. Empirical Methods in Natural Language Processing, 2017. [Bibtex]

@inproceedings{Yang:Boyd-Graber:Resnik-2017,
	Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_emnlp_tree_prior.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Title = {Adapting Topic Models using Lexical Associations with Tree Priors},
	Year = {2017},
	Location = {Copenhagen, Denmark},
}

Weiwei Yang, Jordan Boyd-Graber, and Philip Resnik. A Discriminative Topic Model using Document Network Structure. Association for Computational Linguistics, 2016. [Supplement] [Bibtex]

@inproceedings{Yang:Boyd-Graber:Resnik-2016,
	Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_acl_docblock.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Berlin, Brandenburg},
	Year = {2016},
	Title = {A Discriminative Topic Model using Document Network Structure},
}

@inproceedings{Amiri:Resnik:Boyd-Graber:Daume-III-2016,
	Author = {Hadi Amiri and Philip Resnik and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_acl_context_ae.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Berlin, Brandenburg},
	Year = {2016},
	Title = {Learning Text Pair Similarity with Context-sensitive Autoencoders},
}

Weiwei Yang, Jordan Boyd-Graber, and Philip Resnik. Birds of a Feather in the Same Nest: A Discriminative Topic Model using Block-based Priors. Mid-Atlantic Student Colloquium on Speech, Language, and Learning, 2016. [Bibtex]

@inproceedings{Yang:Boyd-Graber:Resnik-2016,
	Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik},
	Booktitle = {Mid-Atlantic Student Colloquium on Speech, Language, and Learning},
	Location = {Philadephia},
	Year = {2016},
	Title = {Birds of a Feather in the Same Nest: A Discriminative Topic Model using Block-based Priors},
}

Viet-An Nguyen, Jordan Boyd-Graber, Philip Resnik, and Kristina Miler. Tea Party in the House: A Hierarchical Ideal Point Topic Model and Its Application to Republican Legislators in the 112th Congress. Association for Computational Linguistics, 2015. [Talk] [Code] [LaTeX] [Bibtex]

@inproceedings{Nguyen:Boyd-Graber:Resnik:Miler-2015,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik and Kristina Miler},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_acl_teaparty.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Beijing, China},
	Year = {2015},
	Title = {Tea Party in the House: A Hierarchical Ideal Point Topic Model and Its Application to Republican Legislators in the 112th Congress},
}

Weiwei Yang, Jordan Boyd-Graber, and Philip Resnik. Birds of a Feather Linked Together: A Discriminative Topic Model using Link-based Priors. Empirical Methods in Natural Language Processing, 2015. [Bibtex]

@inproceedings{Yang:Boyd-Graber:Resnik-2015,
	Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_emnlp_hinge_link.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Title = {Birds of a Feather Linked Together: A Discriminative Topic Model using Link-based Priors},
	Year = {2015},
	Location = {Lisbon, Portugal},
}

@inproceedings{Resnik:Armstrong:Claudino:Nguyen:Nguyen:Boyd-Graber-2015,
	Author = {Philip Resnik and William Armstrong and Leonardo Claudino and Thang Nguyen and Viet-An Nguyen and Jordan Boyd-Graber},
	Booktitle = {NAACL Workshop on Cognitive Modeling and Computational Linguistics},
	Location = {Denver, Colorado},
	Year = {2015},
	Title = {Beyond {LDA}: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter},
}

@inproceedings{Iyyer:Enns:Boyd-Graber:Resnik-2014,
	Author = {Mohit Iyyer and Peter Enns and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_acl_rnn_ideology.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Baltimore, MD},
	Year = {2014},
	Title = {Political Ideology Detection Using Recursive Neural Networks},
}

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,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_emnlp_howto_gibbs.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Doha, Qatar},
	Year = {2014},
	Title = {Sometimes Average is Best: The Importance of Averaging for Prediction using MCMC Inference in Topic Modeling},
}

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, 2014. [Journal] [Code] [Data] [Bibtex]

@article{Nguyen:Boyd-Graber:Resnik:Cai:Midberry:Wang-2014,
	Publisher = {Springer},
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik and Deborah Cai and Jennifer Midberry and Yuanxin Wang},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_mlj_influencer.pdf},
	Journal = {Machine Learning},
	Title = {Modeling Topic Control to Detect Influence in Conversations using Nonparametric Topic Models},
	Volume = {95},
	Year = {2014},
	Pages = {381--421},
}

@inproceedings{Nguyen:Boyd-Graber:Resnik:Chang-2014,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik and Jonathan Chang},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_nips_l2h.pdf},
	Booktitle = {Neural Information Processing Systems},
	Location = {Montreal, Canada},
	Year = {2014},
	Title = {Learning a Concept Hierarchy from Multi-labeled Documents},
}

@inproceedings{Nguyen:Boyd-Graber:Chang:Resnik-2013,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Jonathan Chang and Philip Resnik},
	Booktitle = {NIPS Workshop on Topic Models: Computation, Application, and Evaluation},
	Location = {Lake Tahoe, Nevada},
	Year = {2013},
	Title = {Tree-Based Label Dependency Topic Models},
}

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,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2013_shlda.pdf},
	Booktitle = {Neural Information Processing Systems},
	Title = {Lexical and Hierarchical Topic Regression},
	Year = {2013},
	Location = {Lake Tahoe, Nevada},
}

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,
	Author = {Viet-An Nguyen and Yuening Hu and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2013_argviz.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {Atlanta Georgia},
	Year = {2013},
	Title = {Argviz: Interactive Visualization of Topic Dynamics in Multi-party Conversations},
}

Vladimir Eidelman, Jordan Boyd-Graber, and Philip Resnik. Topic Models for Dynamic Translation Model Adaptation. Association for Computational Linguistics, 2012. [Presentation] [More Recent Paper] [Bibtex]
```
@inproceedings{Eidelman:Boyd-Graber:Resnik-2012,
	Author = {Vladimir Eidelman and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/acl_2012_tm_for_mt.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Jeju, South Korea},
	Year = {2012},
	Title = {Topic Models for Dynamic Translation Model Adaptation},
}
```
For a more thorough evaluation and an exploration of more advanced topic models for machine translation, see: Yuening Hu, Ke Zhai, Vlad Eidelman, and Jordan Boyd-Graber. Polylingual Tree-Based Topic Models for Translation Domain Adaptation. Association for Computational Linguistics, 2014.

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] [Code] [Slides] [Appendix] [Bibtex]

@inproceedings{Nguyen:Boyd-Graber:Resnik-2012,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/acl_2012_sits.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Jeju, South Korea},
	Year = {2012},
	Title = {{SITS}: A Hierarchical Nonparametric Model using Speaker Identity for Topic Segmentation in Multiparty Conversations},
}

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,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik},
	Booktitle = {Mid-Atlantic Student Colloquium on Speech, Language, and Learning},
	Year = {2012},
	Title = {``I Want to Talk About, Again, My Record On Energy~\dots'':  Modeling
  Topic Control in Conversations using Speaker-centric Nonparametric Topic Models},
}

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,
	Author = {Pranav Anand and Joseph King and Jordan Boyd-Graber and Earl Wagner and Craig Martell and Douglas W. Oard and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/persuasion.pdf},
	Booktitle = {The AAAI 2011 workshop on Computational Models of Natural Argument},
	Location = {San Francisco, CA},
	Year = {2011},
	Title = {Believe Me: We Can Do This!},
}

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,
	Author = {Nitin Madnani and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/madnani-boyd-graber-turk-workshop.pdf},
	Booktitle = {Creating Speech and Language Data With Amazon's Mechanical Turk},
	Location = {Los Angeles, CA},
	Year = {2010},
	Title = {Measuring Transitivity Using Untrained Annotators},
}

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,
	Author = {Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/jbg-mlslda-2010.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Cambridge, MA},
	Year = {2010},
	Title = {Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation},
}

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,
	Author = {Eric Hardisty and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/adapted_naive_bayes.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Cambridge, MA},
	Year = {2010},
	Title = {Modeling Perspective using Adaptor Grammars},
}

Shay B. Cohen

Ke Zhai, Jordan Boyd-Graber, and Shay B. Cohen. Hybrid Online Inference with Adaptor Grammars. NIPS Workshop on Advances in Variational Inference, 2014. [Bibtex]

@article{Zhai:Boyd-Graber:Cohen-2014,
	Author = {Ke Zhai and Jordan Boyd-Graber and Shay B. Cohen},
	Booktitle = {NIPS Workshop on Advances in Variational Inference},
	Year = {2014},
	Title = {Hybrid Online Inference with Adaptor Grammars},
}

Ke Zhai, Jordan Boyd-Graber, and Shay B. Cohen. Online Adaptor Grammars with Hybrid Inference. Transactions of the Association for Computational Linguistics, 2014. [Code] [Bibtex]

@article{Zhai:Boyd-Graber:Cohen-2014,
	Publisher = {Association for Computational Linguistics},
	Author = {Ke Zhai and Jordan Boyd-Graber and Shay B. Cohen},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_tacl_ag_vb_online.pdf},
	Journal = {Transactions of the Association for Computational Linguistics},
	Year = {2014},
	Title = {Online Adaptor Grammars with Hybrid Inference},
}

Shi Feng

Pedro Rodriguez, Shi Feng, Mohit Iyyer, He He, and Jordan Boyd-Graber. Quizbowl: The Case for Incremental Question Answering. ArXiv, Preprint. [Webpage] [Bibtex]

@article{Rodriguez:Feng:Iyyer:He:Boyd-Graber-Preprint,
	Author = {Pedro Rodriguez and Shi Feng and Mohit Iyyer and He He and Jordan Boyd-Graber},
	Url = {https://arxiv.org/abs/1904.04792},
	Journal = {ArXiv},
	Year = {Preprint},
	Title = {Quizbowl: The Case for Incremental Question Answering},
}

Shi Feng and Jordan Boyd-Graber. Learning to Explain Selectively: A Case Study on Question Answering. Empirical Methods in Natural Language Processing, 2022. [Research Teaser] [Code and Data] [Bibtex]

@inproceedings{Feng:Boyd-Graber-2022,
	Author = {Shi Feng and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2022_emnlp_augment.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Abu Dhabi},
	Year = {2022},
	Title = {Learning to Explain Selectively: A Case Study on Question Answering},
}

Eric Wallace, Shi Feng, and Jordan Boyd-Graber. Misleading Failures of Partial-input Baselines. Association for Computational Linguistics, 2019. [Bibtex]

@inproceedings{Wallace:Feng:Boyd-Graber-2019,
	Author = {Eric Wallace and Shi Feng and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_flipside.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Florence, Italy},
	Year = {2019},
	Title = {Misleading Failures of Partial-input Baselines},
}

Shi Feng and Jordan Boyd-Graber. What AI can do for me: Evaluating Machine Learning Interpretations in Cooperative Play. Intelligent User Interfaces, 2019. [Bibtex]

@inproceedings{Feng:Boyd-Graber-2019,
	Author = {Shi Feng and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_iui_augment.pdf},
	Booktitle = {Intelligent User Interfaces},
	Location = {Los Angeles, CA},
	Year = {2019},
	Title = {What AI can do for me: Evaluating Machine Learning Interpretations in Cooperative Play},
}

@article{Wallace:Rodriguez:Feng:Yamada:Boyd-Graber-2019,
	Author = {Eric Wallace and Pedro Rodriguez and Shi Feng and Ikuya Yamada and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_tacl_trick.pdf},
	Booktitle = {Transactions of the Association of Computational Linguistics},
	Volume = {10},
	Year = {2019},
	Title = {Trick Me If You Can: Human-in-the-loop Generation of Adversarial Question Answering Examples},
}

@inproceedings{Feng:Wallace:Boyd-Graber-2018,
	Author = {Shi Feng and Eric Wallace and Jordan Boyd-Graber},
	Url = {http://aclweb.org/anthology/W18-5416},
	Booktitle = {EMNLP Workshop on BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP},
	Location = {Brussels, Belgium},
	Year = {2018},
	Title = {Interpreting Neural Networks with Nearest Neighbors},
}

@inproceedings{Feng:Wallace:II:Rodriguez:Iyyer:Boyd-Graber-2018,
	Author = {Shi Feng and Eric Wallace and Alvin Grissom II and Pedro Rodriguez and Mohit Iyyer and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_emnlp_rs.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Brussels, Belgium},
	Year = {2018},
	Title = {Pathologies of Neural Models Make Interpretation Difficult},
}

Jordan Boyd-Graber, Shi Feng, and Pedro Rodriguez. Human-Computer Question Answering: The Case for Quizbowl. The NIPS '17 Competition: Building Intelligent Systems, 2018. [Bibtex]

@inbook{Boyd-Graber:Feng:Rodriguez-2018,
	Publisher = {Springer Verlag},
	Author = {Jordan Boyd-Graber and Shi Feng and Pedro Rodriguez},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_nips_qbcomp.pdf},
	Booktitle = {The NIPS '17 Competition: Building Intelligent Systems},
	Title = {Human-Computer Question Answering: The Case for Quizbowl},
	Year = {2018},
	Editor = {Sergio Escalera and Markus Weimer},
}

Sonya S. Nikolova

@inbook{Nikolova:Boyd-Graber:Fellbaum-2011,
	Publisher = {Springer Verlag},
	Address = {Heidelberg},
	Title = {Collecting Semantic Similarity Ratings to Connect Concepts in Assistive Communication Tools},
	Url = {http://umiacs.umd.edu/~jbg//docs/2011_book_chapter_evocation.pdf},
	Series = {Studies in Computational Intelligence},
	Booktitle = {Modeling, Learning and Processing of Text Technological Data Structures},
	Author = {Sonya S. Nikolova and Jordan Boyd-Graber and Christiane Fellbaum},
	Year = {2011},
	Editor = {Angelika Storrer},
}

@inproceedings{Nikolova:Boyd-Graber:Fellbaum:Cook-2009,
	Title = {Better Vocabularies for Assistive Communication Aids: Connecting Terms using Semantic Networks and Untrained Annotators},
	Author = {Sonya S. Nikolova and Jordan Boyd-Graber and Christiane Fellbaum and Perry Cook},
	Booktitle = {ACM Conference on Computers and Accessibility},
	Year = {2009},
	Url = {http://umiacs.umd.edu/~jbg//docs/evocation-viva.pdf},
	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,
	Author = {Xiaojuan Ma and Jordan Boyd-Graber and Sonya S. Nikolova and Perry Cook},
	Url = {http://umiacs.umd.edu/~jbg//docs/image_icon.pdf},
	Booktitle = {ACM Conference on Computers and Accessibility},
	Location = {Pittsburgh, PA},
	Year = {2009},
	Title = {Speaking Through Pictures: Images vs. Icons},
}

@inproceedings{Nikolova:Boyd-Graber:Cook-2009,
	Publisher = {ACM},
	Isbn = {978-1-60558-247-4},
	Address = {New York, NY, USA},
	Title = {The Design of ViVA: A Mixed-initiative Visual Vocabulary for Aphasia},
	Url = {http://umiacs.umd.edu/~jbg//docs/viva.pdf},
	Booktitle = {Proceedings of the 27th international conference extended abstracts on Human factors in computing systems},
	Author = {Sonya S. Nikolova and Jordan Boyd-Graber and Perry Cook},
	Year = {2009},
	Location = {Boston, MA, USA},
	Pages = {4015--4020},
}

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,
	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},
	Url = {http://umiacs.umd.edu/~jbg//docs/paper673-boyd-graber.pdf},
	Booktitle = {Computer-Human Interaction},
	Location = {Montreal, Quebec},
	Year = {2006},
	Title = {Participatory design with proxies: {D}eveloping a desktop-{PDA} system to support people with aphasia},
}

Tak Yeon Lee

@article{Lee:Smith:Seppi:Elmqvist:Boyd-Graber:Findlater-2017,
	Author = {Tak Yeon Lee and Alison Smith and Kevin Seppi and Niklas Elmqvist and Jordan Boyd-Graber and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_ijhcs_human_touch.pdf},
	Journal = {International Journal of Human-Computer Studies},
	Year = {2017},
	Title = {The Human Touch: How Non-expert Users Perceive, Interpret, and Fix Topic Models},
}

@article{Smith:Lee:Poursabzi-Sangdeh:Boyd-Graber:Seppi:Elmqvist:Findlater-2017,
	Volume = {5},
	Author = {Alison Smith and Tak Yeon Lee and Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Kevin Seppi and Niklas Elmqvist and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_tacl_eval_tm_viz.pdf},
	Journal = {Transactions of the Association for Computational Linguistics},
	Year = {2017},
	Title = {Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Labels},
	Pages = {1--15},
}

@inproceedings{Smith:Lee:Poursabzi-Sangdeh:Boyd-Graber:Seppi:Elmqvist:Findlater-2016,
	Author = {Alison Smith and Tak Yeon Lee and Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Kevin Seppi and Niklas Elmqvist and Leah Findlater},
	Booktitle = {CHI Human Centred Machine Learning Workshop},
	Year = {2016},
	Location = {San Jose, CA},
	Title = {Human-Centered and Interactive: Expanding the Impact of Topic Models},
}

Thang Nguyen

@inproceedings{Resnik:Armstrong:Claudino:Nguyen:Nguyen:Boyd-Graber-2015,
	Author = {Philip Resnik and William Armstrong and Leonardo Claudino and Thang Nguyen and Viet-An Nguyen and Jordan Boyd-Graber},
	Booktitle = {NAACL Workshop on Cognitive Modeling and Computational Linguistics},
	Location = {Denver, Colorado},
	Year = {2015},
	Title = {Beyond {LDA}: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter},
}

@inproceedings{Nguyen:Boyd-Graber:Lund:Seppi:Ringger-2015,
	Author = {Thang Nguyen and Jordan Boyd-Graber and Jeff Lund and Kevin Seppi and Eric Ringger},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_naacl_supervised_anchor.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {Denver, Colorado},
	Year = {2015},
	Title = {Is your anchor going up or down?  {F}ast and accurate supervised topic models},
}

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,
	Author = {Thang Nguyen and Yuening Hu and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_acl_anchor_reg.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Baltimore, MD},
	Year = {2014},
	Title = {Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling Algorithms},
}

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,
	Author = {Thang Nguyen and Yuening Hu and Jordan Boyd-Graber},
	Booktitle = {NIPS Workshop on Topic Models: Computation, Application, and Evaluation},
	Location = {Lake Tahoe, Nevada},
	Year = {2013},
	Title = {Evaluating Regularized Anchor Words},
}

Varun Kumar

@inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2020,
	Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_iui_control.pdf},
	Booktitle = {Intelligent User Interfaces},
	Year = {2020},
	Title = {Digging into User Control: Perceptions of Adherence and
Instability in Transparent Models},
}

@inproceedings{Kumar:Smith:Findlater:Seppi:Boyd-Graber-2019,
	Author = {Varun Kumar and Alison Smith and Leah Findlater and Kevin Seppi and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_control.pdf},
	Booktitle = {Association for Computational Linguistics},
	Year = {2019},
	Location = {Florence, Italy},
	Title = {Why Didn't You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models},
}

@inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2018,
	Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_iui_itm.pdf},
	Booktitle = {Intelligent User Interfaces},
	Year = {2018},
	Title = {User-Centered Design and Evaluation of a Human-in-the-Loop Topic Modeling System},
}

Alison won a best student paper honorable mention (3 out of 300)

@inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2017,
	Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater},
	Url = {http://visualization.ischool.uw.edu/hci_uncertainty/papers/Paper11.pdf},
	Booktitle = {CHI 2017 Designing for Uncertainty Workshop},
	Year = {2017},
	Location = {Denver, CO},
	Title = {Accounting for Input Uncertainty in Human-in-the-Loop Systems},
}

Varun Manjunatha

Mohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, and Larry Davis. Learning to Color from Language. North American Association of Computational Linguistics, 2018. [Bibtex]

@inproceedings{Iyyer:Manjunatha:Boyd-Graber:Davis-2018,
	Author = {Mohit Iyyer and Varun Manjunatha and Jordan Boyd-Graber and Larry Davis},
	Url = {http://umiacs.umd.edu/~jbg//docs/2018_naacl_colorization.pdf},
	Booktitle = {North American Association of Computational Linguistics},
	Year = {2018},
	Title = {Learning to Color from Language},
}

@inproceedings{Iyyer:Manjunatha:Guha:Vyas:Boyd-Graber:Daume-III:Davis-2017,
	Author = {Mohit Iyyer and Varun Manjunatha and Anupam Guha and Yogarshi Vyas and Jordan Boyd-Graber and Hal {Daum\'{e} III} and Larry Davis},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_cvpr_comics.pdf},
	Booktitle = {Computer Vision and Pattern Recognition},
	Year = {2017},
	Title = {The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives},
}

@inproceedings{Iyyer:Manjunatha:Boyd-Graber:Daume-III-2015,
	Author = {Mohit Iyyer and Varun Manjunatha and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_acl_dan.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Beijing, China},
	Year = {2015},
	Title = {Deep Unordered Composition Rivals Syntactic Methods for Text Classification},
}

Viet-An Nguyen

@inproceedings{Nguyen:Boyd-Graber:Resnik:Miler-2015,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik and Kristina Miler},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_acl_teaparty.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Beijing, China},
	Year = {2015},
	Title = {Tea Party in the House: A Hierarchical Ideal Point Topic Model and Its Application to Republican Legislators in the 112th Congress},
}

@inproceedings{Resnik:Armstrong:Claudino:Nguyen:Nguyen:Boyd-Graber-2015,
	Author = {Philip Resnik and William Armstrong and Leonardo Claudino and Thang Nguyen and Viet-An Nguyen and Jordan Boyd-Graber},
	Booktitle = {NAACL Workshop on Cognitive Modeling and Computational Linguistics},
	Location = {Denver, Colorado},
	Year = {2015},
	Title = {Beyond {LDA}: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter},
}

@inproceedings{Nguyen:Boyd-Graber:Resnik-2014,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_emnlp_howto_gibbs.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Location = {Doha, Qatar},
	Year = {2014},
	Title = {Sometimes Average is Best: The Importance of Averaging for Prediction using MCMC Inference in Topic Modeling},
}

@article{Nguyen:Boyd-Graber:Resnik:Cai:Midberry:Wang-2014,
	Publisher = {Springer},
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik and Deborah Cai and Jennifer Midberry and Yuanxin Wang},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_mlj_influencer.pdf},
	Journal = {Machine Learning},
	Title = {Modeling Topic Control to Detect Influence in Conversations using Nonparametric Topic Models},
	Volume = {95},
	Year = {2014},
	Pages = {381--421},
}

@inproceedings{Nguyen:Boyd-Graber:Resnik:Chang-2014,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik and Jonathan Chang},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_nips_l2h.pdf},
	Booktitle = {Neural Information Processing Systems},
	Location = {Montreal, Canada},
	Year = {2014},
	Title = {Learning a Concept Hierarchy from Multi-labeled Documents},
}

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,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Stephen Altschul},
	Url = {http://umiacs.umd.edu/~jbg//docs/2013_dp_protein.pdf},
	Journal = {Journal of Computational Biology},
	Number = {1},
	Volume = {20},
	Year = {2013},
	Title = {Dirichlet Mixtures, the Dirichlet Process, and the Structure of Protein Space},
}

@inproceedings{Nguyen:Boyd-Graber:Chang:Resnik-2013,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Jonathan Chang and Philip Resnik},
	Booktitle = {NIPS Workshop on Topic Models: Computation, Application, and Evaluation},
	Location = {Lake Tahoe, Nevada},
	Year = {2013},
	Title = {Tree-Based Label Dependency Topic Models},
}

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,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2013_shlda.pdf},
	Booktitle = {Neural Information Processing Systems},
	Title = {Lexical and Hierarchical Topic Regression},
	Year = {2013},
	Location = {Lake Tahoe, Nevada},
}

@inproceedings{Nguyen:Hu:Boyd-Graber:Resnik-2013,
	Author = {Viet-An Nguyen and Yuening Hu and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2013_argviz.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {Atlanta Georgia},
	Year = {2013},
	Title = {Argviz: Interactive Visualization of Topic Dynamics in Multi-party Conversations},
}

@inproceedings{Nguyen:Boyd-Graber:Resnik-2012,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/acl_2012_sits.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Jeju, South Korea},
	Year = {2012},
	Title = {{SITS}: A Hierarchical Nonparametric Model using Speaker Identity for Topic Segmentation in Multiparty Conversations},
}

@inproceedings{Nguyen:Boyd-Graber:Resnik-2012,
	Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik},
	Booktitle = {Mid-Atlantic Student Colloquium on Speech, Language, and Learning},
	Year = {2012},
	Title = {``I Want to Talk About, Again, My Record On Energy~\dots'':  Modeling
  Topic Control in Conversations using Speaker-centric Nonparametric Topic Models},
}

Weiwei Yang

@inproceedings{Yang:Boyd-Graber:Resnik-2019,
	Title = {A Multilingual Topic Model for Learning Weighted Topic Links Across Incomparable Corpora},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_emnlp_mtm.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik},
	Location = {Hong Kong, China},
	Year = {2019},
}

Weiwei Yang, Jordan Boyd-Graber, and Philip Resnik. Adapting Topic Models using Lexical Associations with Tree Priors. Empirical Methods in Natural Language Processing, 2017. [Bibtex]

@inproceedings{Yang:Boyd-Graber:Resnik-2017,
	Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2017_emnlp_tree_prior.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Title = {Adapting Topic Models using Lexical Associations with Tree Priors},
	Year = {2017},
	Location = {Copenhagen, Denmark},
}

Weiwei Yang, Jordan Boyd-Graber, and Philip Resnik. A Discriminative Topic Model using Document Network Structure. Association for Computational Linguistics, 2016. [Supplement] [Bibtex]

@inproceedings{Yang:Boyd-Graber:Resnik-2016,
	Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2016_acl_docblock.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Berlin, Brandenburg},
	Year = {2016},
	Title = {A Discriminative Topic Model using Document Network Structure},
}

@inproceedings{Yang:Boyd-Graber:Resnik-2016,
	Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik},
	Booktitle = {Mid-Atlantic Student Colloquium on Speech, Language, and Learning},
	Location = {Philadephia},
	Year = {2016},
	Title = {Birds of a Feather in the Same Nest: A Discriminative Topic Model using Block-based Priors},
}

@inproceedings{Yang:Boyd-Graber:Resnik-2015,
	Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2015_emnlp_hinge_link.pdf},
	Booktitle = {Empirical Methods in Natural Language Processing},
	Title = {Birds of a Feather Linked Together: A Discriminative Topic Model using Link-based Priors},
	Year = {2015},
	Location = {Lisbon, Portugal},
}

Yoshinari Fujinuma

Yoshinari Fujinuma, Jordan Boyd-Graber, and Katharina Kann. How Does Multilingual Pretraining Affect Cross-Lingual Transferability?. Association for Computational Linguistics, 2022. [Code] [Bibtex]

@inproceedings{Fujinuma:Boyd-Graber:Kann-2022,
	Title = {How Does Multilingual Pretraining Affect Cross-Lingual Transferability?},
	Author = {Yoshinari Fujinuma and Jordan Boyd-Graber and Katharina Kann},
	Booktitle = {Association for Computational Linguistics},
	Year = {2022},
	Url = {http://umiacs.umd.edu/~jbg//docs/2022_acl_multilingbert.pdf},
	Location = {Dublin},
}

@inproceedings{Zhang:Fujinuma:Paul:Boyd-Graber-2020,
	Title = {Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries},
	Author = {Mozhi Zhang and Yoshinari Fujinuma and Michael J. Paul and Jordan Boyd-Graber},
	Booktitle = {Association for Computational Linguistics},
	Year = {2020},
	Url = {http://umiacs.umd.edu/~jbg//docs/2020_acl_refine.pdf},
	Location = {The Cyberverse Simulacrum of Seattle},
}

@inproceedings{Zhang:Fujinuma:Boyd-Graber-2020,
	Author = {Mozhi Zhang and Yoshinari Fujinuma and Jordan Boyd-Graber},
	Url = {https://arxiv.org/abs/1812.09617},
	Booktitle = {Association for the Advancement of Artificial Intelligence},
	Location = {New York, New York},
	Year = {2020},
	Title = {Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification},
}

@inproceedings{Fujinuma:Paul:Boyd-Graber-2019,
	Author = {Yoshinari Fujinuma and Michael Paul and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_modularity.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Florence, Italy},
	Year = {2019},
	Title = {A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity},
}

@article{Pruss:Fujinuma:Daughton:Paul:Arnot:Szafir:Boyd-Graber-2019,
	Author = {Dasha Pruss and Yoshinari Fujinuma and Ashlynn Daughton and Michael Paul and Brad Arnot and Danielle Szafir and Jordan Boyd-Graber},
	Url = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0216922},
	Journal = {PlosOne},
	Year = {2019},
	Title = {Zika discourse in the Americas: A multilingual topic analysis of {Twitter}},
}

@inproceedings{Zhang:Fujinuma:Boyd-Graber-2018,
	Author = {Mozhi Zhang and Yoshinari Fujinuma and Jordan Boyd-Graber},
	Booktitle = {ACL Workshop on Deep Learning Approaches for Low-Resource Natural Language Processing},
	Location = {Melbourne, Australia},
	Year = {2018},
	Title = {Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification},
}

Yuening Hu

@article{Gerow:Hu:Boyd-Graber:Blei:Evans-2018,
	Author = {Aaron Gerow and Yuening Hu and Jordan Boyd-Graber and David M. Blei and James A. Evans},
	Journal = {Proceedings of the National Academies of Science},
	Year = {2018},
	Title = {Measuring Discursive Influence Across Scholarship},
}

Jordan Boyd-Graber, Yuening Hu, and David Mimno. Applications of Topic Models. 2017. [Preprint] [Bibtex]

@book{Boyd-Graber:Hu:Mimno-2017,
	Publisher = {NOW Publishers},
	Title = {Applications of Topic Models},
	Url = {http://www.nowpublishers.com/article/Details/INR-030},
	Series = {Foundations and Trends in Information Retrieval},
	Author = {Jordan Boyd-Graber and Yuening Hu and David Mimno},
	Number = {2--3},
	Volume = {11},
	Year = {2017},
	Editor = {Doug Oard},
}

@inproceedings{Smith:Chuang:Hu:Boyd-Graber:Findlater-2014,
	Author = {Alison Smith and Jason Chuang and Yuening Hu and Jordan Boyd-Graber and Leah Findlater},
	Booktitle = {ACL Workshop on Workshop on Interactive Language Learning, Visualization, and Interfaces},
	Location = {Baltimore, Maryland},
	Year = {2014},
	Title = {Concurrent Visualization of Relationships between Words and Topics in Topic Models},
}

@inproceedings{Nguyen:Hu:Boyd-Graber-2014,
	Author = {Thang Nguyen and Yuening Hu and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_acl_anchor_reg.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Baltimore, MD},
	Year = {2014},
	Title = {Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling Algorithms},
}

@inproceedings{Hu:Zhai:Eidelman:Boyd-Graber-2014,
	Author = {Yuening Hu and Ke Zhai and Vlad Eidelman and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_acl_ptlda_mt.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Baltimore, MD},
	Year = {2014},
	Title = {Polylingual Tree-Based Topic Models for Translation Domain Adaptation},
}

Yuening Hu, Jordan Boyd-Graber, Brianna Satinoff, and Alison Smith. Interactive Topic Modeling. Machine Learning, 2014. [Journal] [Frontend Code] [Backend Code] [Bibtex]

@article{Hu:Boyd-Graber:Satinoff:Smith-2014,
	Publisher = {Springer},
	Author = {Yuening Hu and Jordan Boyd-Graber and Brianna Satinoff and Alison Smith},
	Url = {http://umiacs.umd.edu/~jbg//docs/2014_mlj_itm.pdf},
	Journal = {Machine Learning},
	Title = {Interactive Topic Modeling},
	Volume = {95},
	Year = {2014},
	Pages = {423--469},
}

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,
	Author = {Thang Nguyen and Yuening Hu and Jordan Boyd-Graber},
	Booktitle = {NIPS Workshop on Topic Models: Computation, Application, and Evaluation},
	Location = {Lake Tahoe, Nevada},
	Year = {2013},
	Title = {Evaluating Regularized Anchor Words},
}

@inproceedings{Hu:Zhai:Edelman:Boyd-Graber-2013,
	Author = {Yuening Hu and Ke Zhai and Vlad Edelman and Jordan Boyd-Graber},
	Booktitle = {NIPS Workshop on Topic Models: Computation, Application, and Evaluation},
	Location = {Lake Tahoe, Nevada},
	Year = {2013},
	Title = {Topic Models for Translation Domain Adaptation},
}

@inproceedings{Hu:Boyd-Graber:Daume-III:Ying-2013,
	Author = {Yuening Hu and Jordan Boyd-Graber and Hal {Daum\'{e} III} and Z. Irene Ying},
	Url = {http://umiacs.umd.edu/~jbg//docs/2013_coalescent.pdf},
	Booktitle = {Neural Information Processing Systems},
	Title = {Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent},
	Year = {2013},
}

@inproceedings{Nguyen:Hu:Boyd-Graber:Resnik-2013,
	Author = {Viet-An Nguyen and Yuening Hu and Jordan Boyd-Graber and Philip Resnik},
	Url = {http://umiacs.umd.edu/~jbg//docs/2013_argviz.pdf},
	Booktitle = {North American Association for Computational Linguistics},
	Location = {Atlanta Georgia},
	Year = {2013},
	Title = {Argviz: Interactive Visualization of Topic Dynamics in Multi-party Conversations},
}

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

@inproceedings{Hu:Boyd-Graber-2012,
	Author = {Yuening Hu and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/acl_2012_fttm.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Jeju, South Korea},
	Year = {2012},
	Title = {Efficient Tree-Based Topic Modeling},
}

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

@inproceedings{Hu:Boyd-Graber-2012,
	Author = {Yuening Hu and Jordan Boyd-Graber},
	Booktitle = {ICML Workshop on Machine Learning in Human Computation and Crowdsourcing},
	Location = {Edinburgh, Scotland},
	Year = {2012},
	Title = {Suggesting Constraints for Interactive Topic Modeling},
}

@inproceedings{Hu:Zhai:Williamson:Boyd-Graber-2012,
	Author = {Yuening Hu and Ke Zhai and Sinead Williamson and Jordan Boyd-Graber},
	Url = {http://umiacs.umd.edu/~jbg//docs/mtibp_icml_2012.pdf},
	Booktitle = {International Conference of Machine Learning},
	Location = {Edinburgh, Scotland},
	Year = {2012},
	Title = {Modeling Images using Transformed {I}ndian Buffet Processes},
}

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,
	Author = {Yuening Hu and Jordan Boyd-Graber},
	Booktitle = {Mid-Atlantic Student Colloquium on Speech, Language, and Learning},
	Year = {2012},
	Title = {Bayesian Hierarchical Clustering with Beta Coalescents},
}

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,
	Author = {Yuening Hu and Jordan Boyd-Graber and Brianna Satinoff},
	Url = {http://umiacs.umd.edu/~jbg//docs/itm.pdf},
	Booktitle = {Association for Computational Linguistics},
	Location = {Portland, Oregon},
	Year = {2011},
	Title = {Interactive Topic Modeling},
}

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