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Jordan Boyd-Graber, Ph.D. - Publications

Affiliations: 
2010 Princeton University, Princeton, NJ 
Area:
Artificial Intelligence, Linguistics Language, Statistics
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14/57 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Pruss D, Fujinuma Y, Daughton AR, Paul MJ, Arnot B, Albers Szafir D, Boyd-Graber J. Zika discourse in the Americas: A multilingual topic analysis of Twitter. Plos One. 14: e0216922. PMID 31120935 DOI: 10.1371/Journal.Pone.0216922  0.319
2019 Wallace E, Rodriguez P, Feng S, Yamada I, Boyd-Graber J. Trick Me If You Can: Human-in-the-Loop Generation of Adversarial Examples for Question Answering Transactions of the Association For Computational Linguistics. 7: 387-401. DOI: 10.1162/tacl_a_00279  0.321
2018 Gerow A, Hu Y, Boyd-Graber J, Blei DM, Evans JA. Measuring discursive influence across scholarship. Proceedings of the National Academy of Sciences of the United States of America. PMID 29531061 DOI: 10.1073/Pnas.1719792115  0.48
2015 Nguyen T, Boyd-Graber J, Lund J, Seppi K, Ringger E. Is your anchor going up or down? Fast and accurate supervised topic models Naacl Hlt 2015 - 2015 Conference of the North American Chapter of the Association For Computational Linguistics: Human Language Technologies, Proceedings of the Conference. 746-755.  0.37
2015 Iyyer M, Manjunatha V, Boyd-Graber J, Daumé H. Deep unordered composition rivals syntactic methods for text classification Acl-Ijcnlp 2015 - 53rd Annual Meeting of the Association For Computational Linguistics and the 7th International Joint Conference On Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. 1: 1681-1691.  0.342
2015 Yang W, Boyd-Graber J, Resnik P. Birds of a feather linked together: A discriminative topic model using link-based priors Conference Proceedings - Emnlp 2015: Conference On Empirical Methods in Natural Language Processing. 261-266.  0.31
2014 Nguyen VA, Boyd-Graber J, Resnik P, Cai DA, Midberry JE, Wang Y. Modeling topic control to detect influence in conversations using nonparametric topic models Machine Learning. 95: 381-421. DOI: 10.1007/S10994-013-5417-9  0.434
2013 Zhai K, Boyd-Graber J. Online latent Dirichlet allocation with infinite vocabulary 30th International Conference On Machine Learning, Icml 2013. 561-569.  0.315
2012 Eidelman V, Boyd-Graber J, Resnik P. Topic models for dynamic translation model adaptation 50th Annual Meeting of the Association For Computational Linguistics, Acl 2012 - Proceedings of the Conference. 2: 115-119.  0.332
2011 Fleischmann KR, Templeton TC, Boyd-Graber J. Modeling diverse standpoints in text classification Acm International Conference Proceeding Series. 672-673. DOI: 10.1145/1940761.1940863  0.342
2009 Chang J, Boyd-Graber J, Blei DM. Connections between the lines: Augmenting social networks with text Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 169-177. DOI: 10.1145/1557019.1557044  0.42
2009 Chang J, Boyd-Graber J, Gerrish S, Wang C, Blei DM. Reading tea leaves: How humans interpret topic models Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 288-296.  0.509
2009 Boyd-Graber J, Blei DM. Multilingual topic models for unaligned text Proceedings of the 25th Conference On Uncertainty in Artificial Intelligence, Uai 2009. 75-82.  0.528
2009 Boyd-Graber J, Blei D. Syntactic topic models Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 185-192.  0.331
Low-probability matches (unlikely to be authored by this person)
2010 Boyd-Graber J, Resnik P. Holistic sentiment analysis across languages: Multilingual supervised latent Dirichlet allocation Emnlp 2010 - Conference On Empirical Methods in Natural Language Processing, Proceedings of the Conference. 45-55.  0.3
2017 Boyd-Graber J, Hu Y, Mimno D. Applications of Topic Models Foundations and Trends® in Information Retrieval. 11: 143-296. DOI: 10.1561/1500000030  0.29
2011 Hu Y, Boyd-Graber J, Satinoff B. Interactive topic modeling Acl-Hlt 2011 - Proceedings of the 49th Annual Meeting of the Association For Computational Linguistics: Human Language Technologies. 1: 248-257. DOI: 10.1007/s10994-013-5413-0  0.284
2012 Nguyen VA, Boyd-Graber J, Resnik P. SITS: A hierarchical nonparametric model using speaker identity for topic segmentation in multiparty conversations 50th Annual Meeting of the Association For Computational Linguistics, Acl 2012 - Proceedings of the Conference. 1: 78-87.  0.28
2004 Geyken A, Boyd-Graber J. Automatic classification of multi-word expressions in print dictionaries Lingvisticae Investigationes. 26: 187-202. DOI: 10.1075/Li.26.2.03Gey  0.276
2012 Zhai K, Boyd-Graber J, Asadi N, Alkhouja M. Mr. LDA: A flexible large scale topic modeling package using variational inference in MapReduce Www'12 - Proceedings of the 21st Annual Conference On World Wide Web. 879-888. DOI: 10.1145/2187836.2187955  0.269
2011 Nikolova S, Boyd-Graber J, Fellbaum C. Collecting semantic similarity ratings to connect concepts in assistive communication tools Studies in Computational Intelligence. 370: 81-93. DOI: 10.1007/978-3-642-22613-7_5  0.265
2015 Yang Y, Downey D, Boyd-Graber J. Efficient methods for incorporating knowledge into topic models Conference Proceedings - Emnlp 2015: Conference On Empirical Methods in Natural Language Processing. 308-317.  0.261
2010 Hardisty EA, Boyd-Graber J, Resnik P. Modeling perspective using adaptor grammars Emnlp 2010 - Conference On Empirical Methods in Natural Language Processing, Proceedings of the Conference. 284-292.  0.259
2007 Boyd-Graber J, Blei D, Zhu X. A topic model forword sense disambiguation Emnlp-Conll 2007 - Proceedings of the 2007 Joint Conference On Empirical Methods in Natural Language Processing and Computational Natural Language Learning. 1024-1033.  0.257
2014 Hu Y, Zhai K, Eidelman V, Boyd-Graber J. Polylingual tree-based topic models for translation domain adaptation 52nd Annual Meeting of the Association For Computational Linguistics, Acl 2014 - Proceedings of the Conference. 1: 1166-1176.  0.256
2009 Nikolova S, Boyd-Graber J, Fellbaum C, Cook P. Better vocabularies for assistive communication aids: Connecting terms using semantic networks and untrained annotators Assets'09 - Proceedings of the 11th International Acm Sigaccess Conference On Computers and Accessibility. 171-178. DOI: 10.1145/1639642.1639673  0.249
2013 Nguyen VA, Boyd-Graber J, Resnik P. Lexical and hierarchical topic regression Advances in Neural Information Processing Systems.  0.246
2015 Nguyen VA, Boyd-Graber J, Resnik P, Miler K. Tea party in the house: A hierarchical ideal point topic model and its application to republican legislators in the 112th congress Acl-Ijcnlp 2015 - 53rd Annual Meeting of the Association For Computational Linguistics and the 7th International Joint Conference On Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. 1: 1438-1448.  0.238
2014 Zhai K, Boyd-Graber J, Cohen SB. Online Adaptor Grammars with Hybrid Inference Transactions of the Association For Computational Linguistics. 2: 465-476. DOI: 10.1162/tacl_a_00196  0.238
2017 Lee TY, Smith A, Seppi KD, Elmqvist N, Boyd-Graber JL, Findlater L. The human touch: How non-expert users perceive, interpret, and fix topic models International Journal of Human-Computer Studies \/ International Journal of Man-Machine Studies. 105: 28-42. DOI: 10.1016/J.Ijhcs.2017.03.007  0.234
2012 Hu Y, Boyd-Graber J. Efficient tree-based topic modeling 50th Annual Meeting of the Association For Computational Linguistics, Acl 2012 - Proceedings of the Conference. 2: 275-279.  0.208
2015 Guha A, Iyyer M, Bouman D, Boyd-Graber J. Removing the training wheels: A coreference dataset that entertains humans and challenges computers Naacl Hlt 2015 - 2015 Conference of the North American Chapter of the Association For Computational Linguistics: Human Language Technologies, Proceedings of the Conference. 1108-1118.  0.206
2011 Anand P, King J, Boyd-Graber J, Wagner E, Martell C, Oard D, Resnik P. Believe me - We can do this! Annotating persuasive acts in blog text Aaai Workshop - Technical Report. 11-15.  0.203
2014 Nguyen T, Hu Y, Boyd-Graber J. Anchors regularized: Adding robustness and extensibility to scalable topic-modeling algorithms 52nd Annual Meeting of the Association For Computational Linguistics, Acl 2014 - Proceedings of the Conference. 1: 359-369.  0.2
2020 Zhang M, Fujinuma Y, Boyd-Graber J. Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification Proceedings of the Aaai Conference On Artificial Intelligence. 34: 9547-9554. DOI: 10.1609/AAAI.V34I05.6500  0.199
2015 Bach SH, Huang B, Boyd-Graber J, Getoor L. Paired-dual learning for fast training of latent variable hinge-loss MRFs 32nd International Conference On Machine Learning, Icml 2015. 1: 381-390.  0.191
2015 He H, Grissom A, Boyd-Graber J, Daumé H. Syntax-based rewriting for simultaneous machine translation Conference Proceedings - Emnlp 2015: Conference On Empirical Methods in Natural Language Processing. 55-64.  0.181
2013 Hu Y, Boyd-Graber J, Daumè H, Ying ZI. Binary to bushy: Bayesian hierarchical clustering with the beta coalescent Advances in Neural Information Processing Systems.  0.173
2009 Ma X, Boyd-Graber J, Nikolova S, Cook PR. Speaking through pictures: Images vs. icons Assets'09 - Proceedings of the 11th International Acm Sigaccess Conference On Computers and Accessibility. 163-170. DOI: 10.1145/1639642.1639672  0.172
2017 Smith A, Lee TY, Poursabzi-Sangdeh F, Boyd-Graber JL, Elmqvist N, Findlater L. Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Labels Transactions of the Association For Computational Linguistics. 5: 1-15. DOI: 10.1162/Tacl_A_00042  0.165
2015 Niculae V, Kumar S, Boyd-Graber J, Danescu-Niculescu-Mizil C. Linguistic harbingers of betrayal: A case study on an online strategy game Acl-Ijcnlp 2015 - 53rd Annual Meeting of the Association For Computational Linguistics and the 7th International Joint Conference On Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. 1: 1650-1659.  0.161
2012 Boyd-Graber J, Satinoff B, He H, Daume H. Besting the quiz master: Crowdsourcing incremental classification games Emnlp-Conll 2012 - 2012 Joint Conference On Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference. 1290-1301.  0.158
2014 Glasgow K, Fink C, Boyd-Graber J. "Our Grief is Unspeakable": Automatically measuring the community impact of a tragedy Proceedings of the 8th International Conference On Weblogs and Social Media, Icwsm 2014. 161-169.  0.156
2012 Hu Y, Zhai K, Williamson S, Boyd-Graber J. Modeling images using transformed indian buffet processes Proceedings of the 29th International Conference On Machine Learning, Icml 2012. 2: 1511-1518.  0.142
2009 Nikolova S, Boyd-Graber J, Cook PR. The design of ViVA: A mixed-initiative visual vocabulary for aphasia Conference On Human Factors in Computing Systems - Proceedings. 4015-4020. DOI: 10.1145/1520340.1520610  0.129
2013 Nguyen VA, Boyd-Graber J, Altschul SF. Dirichlet mixtures, the Dirichlet process, and the structure of protein space. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 20: 1-18. PMID 23294268 DOI: 10.1089/Cmb.2012.0244  0.123
2012 Sayeed AB, Boyd-Graber J, Rusk B, Weinberg A. Grammatical structures for word-level sentiment detection Naacl Hlt 2012 - 2012 Conference of the North American Chapter of the Association For Computational Linguistics: Human Language Technologies, Proceedings of the Conference. 667-676.  0.117
2023 Mane HY, Channell Doig A, Marin Gutierrez FX, Jasczynski M, Yue X, Srikanth NP, Mane S, Sun A, Moats RA, Patel P, He X, Boyd-Graber JL, Aparicio EM, Nguyen QC. Practical Guidance for the Development of Rosie, a Health Education Question-and-Answer Chatbot for New Mothers. Journal of Public Health Management and Practice : Jphmp. 29: 663-670. PMID 37478093 DOI: 10.1097/PHH.0000000000001781  0.117
2014 Iyyer M, Enns P, Boyd-Graber J, Resnik P. Political ideology detection using recursive neural networks 52nd Annual Meeting of the Association For Computational Linguistics, Acl 2014 - Proceedings of the Conference. 1: 1113-1122.  0.115
2013 Boyd-Graber J, Glasgow K, Zajac JS. Spoiler alert: Machine learning approaches to detect social media posts with revelatory information Proceedings of the Asist Annual Meeting. 50. DOI: 10.1002/meet.14505001073  0.096
2024 Nguyen QC, Aparicio EM, Jasczynski M, Channell Doig A, Yue X, Mane H, Srikanth N, Gutierrez FXM, Delcid N, He X, Boyd-Graber J. Rosie, a Health Education Question-and-Answer Chatbot for New Mothers: Randomized Pilot Study. Jmir Formative Research. 8: e51361. PMID 38214963 DOI: 10.2196/51361  0.064
2014 Nguyen VA, Boyd-Graber J, Resnik P, Chang J. Learning a concept hierarchy from multi-labeled documents Advances in Neural Information Processing Systems. 4: 3671-3679.  0.037
2011 Templeton TC, Fleischmann KR, Boyd-Graber J. Simulating audiences automating analysis of values, attitudes, and sentiment Proceedings - 2011 Ieee International Conference On Privacy, Security, Risk and Trust and Ieee International Conference On Social Computing, Passat/Socialcom 2011. 734-737. DOI: 10.1109/PASSAT/SocialCom.2011.238  0.029
2006 Boyd-Graber J, Nikolova S, Moffatt K, Kin K, Lee J, Mackey L, Tremaine M, Klawe M. Participatory design with proxies: Developing a desktop-PDA system to support people with aphasia Conference On Human Factors in Computing Systems - Proceedings. 1: 151-160.  0.027
2005 Boyd-Graber J, Fellbaum C, Osherson D, Schapire R. Adding dense, weighted connections to WordNet Gwc 2006: 3rd International Global Wordnet Conference, Proceedings. 29-35.  0.024
2011 Templeton TC, Fleischmann KR, Boyd-Graber J. Comparing values and sentiment using Mechanical Turk Acm International Conference Proceeding Series. 783-784. DOI: 10.1145/1940761.1940903  0.023
2016 Boyd-Graber J. Machine learning shouldn’t be a black box Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9626.  0.01
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