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Andrew McCallum, PhD - Publications

Affiliations: 
2002- Computer Science University of Massachusetts, Amherst, Amherst, MA 
Area:
Machine Learning, Natural Language Processing
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12 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
2020 Kim E, Jensen Z, Grootel AV, Huang K, Staib M, Mysore S, Chang HS, Strubell E, McCallum A, Jegelka S, Olivetti E. Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks. Journal of Chemical Information and Modeling. PMID 31909619 DOI: 10.1021/Acs.Jcim.9B00995  0.539
2020 Chang H, Vembu S, Mohan S, Uppaal R, McCallum A. Using error decay prediction to overcome practical issues of deep active learning for named entity recognition Machine Learning. 1-30. DOI: 10.1007/S10994-020-05897-1  0.346
2017 Kim E, Huang K, Tomala A, Matthews S, Strubell E, Saunders A, McCallum A, Olivetti E. Machine-learned and codified synthesis parameters of oxide materials. Scientific Data. 4: 170127. PMID 28895943 DOI: 10.1038/Sdata.2017.127  0.538
2017 Kim E, Huang K, Saunders A, McCallum A, Ceder G, Olivetti E. Materials Synthesis Insights from Scientific Literature via Text Extraction and Machine Learning Chemistry of Materials. 29: 9436-9444. DOI: 10.1021/Acs.Chemmater.7B03500  0.642
2011 Talley EM, Newman D, Mimno D, Herr BW, Wallach HM, Burns GA, Leenders AG, McCallum A. Database of NIH grants using machine-learned categories and graphical clustering. Nature Methods. 8: 443-4. PMID 21623347 DOI: 10.1038/Nmeth.1619  0.363
2009 Sutton C, McCallum A. Piecewise training for structured prediction Machine Learning. 77: 165-194. DOI: 10.1007/S10994-009-5112-Z  0.361
2007 McCallum A, Wang X, Corrada-Emmanuel A. Topic and role discovery in social networks with experiments on enron and academic email Journal of Artificial Intelligence Research. 30: 249-272. DOI: 10.1613/Jair.2229  0.365
2006 Peng F, McCallum A. Information extraction from research papers using conditional random fields Information Processing & Management. 42: 963-979. DOI: 10.1016/J.Ipm.2005.09.002  0.304
2006 Culotta A, Kristjansson T, McCallum A, Viola P. Corrective feedback and persistent learning for information extraction Artificial Intelligence. 170: 1101-1122. DOI: 10.1016/J.Artint.2006.08.001  0.386
2006 Wei X, Croft B, Mccallum A. Table extraction for answer retrieval Information Retrieval. 9: 589-611. DOI: 10.1007/S10791-006-9005-5  0.352
2003 Li W, McCallum A. Rapid development of Hindi named entity recognition using conditional random fields and feature induction Acm Transactions On Asian Language Information Processing. 2: 290-294. DOI: 10.1145/979872.979879  0.329
2000 Craven M, Dipasquo D, Freitag D, McCallum A, Mitchell T, Nigam K, Slattery S. Learning to construct knowledge bases from the World Wide Web Artificial Intelligence. 118: 69-113. DOI: 10.1016/S0004-3702(00)00004-7  0.391
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