@inproceedings{settles.emnlp11,
	Author = {B. Settles},
	Booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)},
	Pages = {1467--1478},
	Publisher = {ACL Press},
	Title = {Closing the Loop: Fast, Interactive Semi-Supervised Annotation With Queries on Features and Instances},
	Year = {2011}}

@incollection{settles.jmlrwcp11,
	Author = {B. Settles},
	Booktitle = {Active Learning and Experimental Design},
	Pages = {1--18},
	Publisher = {Microtome Publishing},
	Series = {JMLR Workshop and Conference Proceedings},
	Title = {From Theories to Queries: Active Learning in Practice},
	Volume = {15},
	Year = {2011}}

@inproceedings{burke.ct11,
	Author = {M. Burke and B. Settles},
	Booktitle = {Proceedings of the International Conference on Communities \& Technologies (C\&T)},
	Pages = {to appear},
	Title = {Plugged in to the Community: Social Motivators in Online Goal-Setting Groups},
	Year = {2011}}

@article{smith.acs11,
	Author = {B.C. Smith and B. Settles and W.C. Hallows and M.W. Craven and J.M. Denu},
	Journal = {ACS Chemical Biology},
	Number = {2},
	Pages = {146--157},
	Title = {{SIRT3} Substrate Specificity Determined by Peptide Arrays and Machine Learning},
	Volume = {6},
	Year = {2011}}

@inproceedings{settles.calc10,
	Author = {B. Settles},
	Booktitle = {Proceedings of the NAACL-HLT Workshop on Computational Approaches to Linguistic Creativity (CALC)},
	Pages = {49--57},
	Publisher = {ACL Press},
	Title = {Computational Creativity Tools for Songwriters},
	Year = {2010}}

@inproceedings{law.ecml10,
	Author = {E. Law and B. Settles and T.M. Mitchell},
	Booktitle = {Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)},
	Pages = {211--226},
	Publisher = {Springer},
	Title = {Learning to Tag from Open Vocabulary Labels},
	Year = {2010}}

@inproceedings{carlson.aaai10,
	Author = {A. Carlson and J. Betteridge and B. Kisiel and B. Settles and E.R. Hruschka Jr. and T.M. Mitchell},
	Booktitle = {Proceedings of the Conference on Artificial Intelligence (AAAI)},
	Pages = {1306--1313},
	Publisher = {AAAI Press},
	Title = {Toward an Architecture for Never-Ending Language Learning},
	Year = {2010}}

@incollection{settles.book09,
	Author = {B. Settles},
	Booktitle = {Information Retrieval in Biomedicine: Natural Language Processing for Knowledge Integration},
	Editor = {V. Prince and M. Roche},
	Pages = {326--335},
	Publisher = {IGI Global},
	Title = {A Software Tool for Biomedical Information Extraction (And Beyond)},
	Year = {2009}}

@inproceedings{druck.emnlp09,
	Author = {G. Druck and B. Settles and A. McCallum},
	Booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)},
	Pages = {81--90},
	Publisher = {ACL Press},
	Title = {Active Learning by Labeling Features},
	Year = {2009}}

@techreport{settles.tr09,
	Author = {B. Settles},
	Institution = {University of Wisconsin--Madison},
	Number = {1648},
	Title = {Active Learning Literature Survey},
	Type = {Computer Sciences Technical Report},
	Year = {2009}}

@inproceedings{settles.nips08ws,
	Author = {B. Settles and M. Craven and L. Friedland},
	Booktitle = {Proceedings of the NIPS Workshop on Cost-Sensitive Learning},
	Pages = {1--10},
	Title = {Active Learning with Real Annotation Costs},
	Year = {2008}}

@inproceedings{settles.emnlp08,
	Author = {B. Settles and M. Craven},
	Booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)},
	Pages = {1069--1078},
	Publisher = {ACL Press},
	Title = {An Analysis of Active Learning Strategies for Sequence Labeling Tasks},
	Year = {2008}}

@phdthesis{settles.thesis08,
	Author = {B. Settles},
	School = {University of Wisconsin--Madison},
	Title = {Curious Machines: Active Learning with Structured Instances},
	Year = {2008}}

@incollection{settles.nips08,
	Author = {B. Settles and M. Craven and S. Ray},
	Booktitle = {Advances in Neural Information Processing Systems (NIPS)},
	Pages = {1289--1296},
	Publisher = {MIT Press},
	Title = {Multiple-Instance Active Learning},
	Volume = {20},
	Year = {2008}}

@inproceedings{goldberg.trec07,
	Author = {A. Goldberg AND D. Andrzejewski AND J. {Van Gael} AND B. Settles AND X. Zhu AND M. Craven},
	Booktitle = {Proceedings of the Text Retrieval Conference (TREC)},
	Title = {Ranking Biomedical Passages for Relevance and Diversity},
	Year = {2007}}

@inproceedings{brow.trec06,
	Author = {T. Brow AND B. Settles AND M. Craven},
	Booktitle = {Proceedings of the Text Retrieval Conference (TREC)},
	Title = {Classifying biomedical articles by making localized decisions},
	Year = {2006}}

@article{settles.bioinf05,
	Author = {B. Settles},
	Journal = {Bioinformatics},
	Number = {14},
	Pages = {3191--3192},
	Title = {{ABNER}: An open source tool for automatically tagging genes, proteins, and other entity names in text},
	Volume = {21},
	Year = 2005}

@inproceedings{settles.trec05,
	Author = {B. Settles AND M. Craven},
	Booktitle = {Proceedings of the Text Retrieval Conference (TREC)},
	Title = {Exploiting Zone Information, Syntactic Features, and Informative Terms in Gene Ontology Annotation from Biomedical Documents},
	Year = {2005}}

@inproceedings{settles.nlpba04,
	Author = {B. Settles},
	Booktitle = {Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications (NLPBA)},
	Pages = {104--107},
	Title = {Biomedical named entity recognition using conditional random fields and rich feature sets},
	Year = {2004}}