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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