Biomedical Named Entity Recognition using Conditional Random Fields and Rich Feature Sets. - Burr Settles (NLPBA/BioNLP, 2004)

Exploiting Zone Information, Syntactic Rules, and Informative Terms in Gene Ontology Annotation of Biomedical Documents. - Burr Settles; Mark Craven (TREC, 2004)

Classifying Biomedical Articles by Making Localized Decisions. - Thomas Brow; Burr Settles; Mark Craven (TREC, 2005)

ABNER: an open source tool for automatically tagging genes, proteins and other entity names in text. - Burr Settles (Bioinform., 2005)

Ranking Biomedical Passages for Relevance and Diversity: University of Wisconsin, Madison at TREC Genomics 2006. - Andrew B. Goldberg; David Andrzejewski; Jurgen Van Gael; Burr Settles; Xiaojin Zhu 001; Mark Craven (TREC, 2006)

Multiple-Instance Active Learning. - Burr Settles; Mark Craven; Soumya Ray (NIPS, 2007)

An Analysis of Active Learning Strategies for Sequence Labeling Tasks. - Burr Settles; Mark Craven (EMNLP, 2008)

A Software Tool for Biomedical Information Extraction (And Beyond). - Burr Settles (Information Retrieval in Biomedicine, 2009)

Active Learning by Labeling Features. - Gregory Druck; Burr Settles; Andrew McCallum (EMNLP, 2009)

Toward an Architecture for Never-Ending Language Learning. - Andrew Carlson; Justin Betteridge; Bryan Kisiel; Burr Settles; Estevam R. Hruschka Jr.; Tom M. Mitchell (AAAI, 2010)

Learning to Tag from Open Vocabulary Labels. - Edith Law; Burr Settles; Tom M. Mitchell (ECML/PKDD (2), 2010)

Plugged in to the community: social motivators in online goal-setting groups. - Moira Burke; Burr Settles (C&T, 2011)

Closing the Loop: Fast, Interactive Semi-Supervised Annotation With Queries on Features and Instances. - Burr Settles (EMNLP, 2011)

From Theories to Queries. - Burr Settles (Active Learning and Experimental Design @ AISTATS, 2011)

Behavioral Factors in Interactive Training of Text Classifiers. - Burr Settles; Xiaojin Zhu 001 (HLT-NAACL, 2012)

Active Learning - Burr Settles (Morgan & Claypool Publishers, 2012)

Let's get together: the formation and success of online creative collaborations. - Burr Settles; Steven Dow (CHI, 2013)

Learning from Human-Generated Lists. - Kwang-Sung Jun; Xiaojin (Jerry) Zhu; Burr Settles; Timothy T. Rogers (ICML (3), 2013)

Modeling online creative collaborations. - Steven Dow; Burr Settles (XRDS, 2013)

Never-Ending Learning. - Tom M. Mitchell; William W. Cohen; Estevam R. Hruschka Jr.; Partha Pratim Talukdar; Justin Betteridge; Andrew Carlson; Bhavana Dalvi Mishra; Matthew Gardner 001; Bryan Kisiel; Jayant Krishnamurthy; Ni Lao; Kathryn Mazaitis; et al. (AAAI, 2015)

A Trainable Spaced Repetition Model for Language Learning. - Burr Settles; Brendan Meeder (ACL (1), 2016)

Self-Directed Learning Favors Local, Rather Than Global, Uncertainty. - Douglas Markant; Burr Settles; Todd M. Gureckis (Cogn. Sci., 2016)

Second Language Acquisition Modeling. - Burr Settles; Chris Brust; Erin Gustafson; Masato Hagiwara; Nitin Madnani (BEA@NAACL-HLT, 2018)

Never-ending learning. - Tom M. Mitchell; William W. Cohen; Estevam R. Hruschka Jr.; Partha P. Talukdar; Bo Yang 011; Justin Betteridge; Andrew Carlson; Bhavana Dalvi Mishra; Matt Gardner 001; Bryan Kisiel; Jayant Krishnamurthy; Ni Lao; et al. (Commun. ACM, 2018)

Simultaneous Translation and Paraphrase for Language Education. - Stephen Mayhew 001; Klinton Bicknell; Chris Brust; Bill McDowell; Will Monroe; Burr Settles (NGT@ACL, 2020)

A Sleeping, Recovering Bandit Algorithm for Optimizing Recurring Notifications. - Kevin P. Yancey; Burr Settles (KDD, 2020)

Workshop Proposal: Educational A/B Testing at Scale. - Steven Ritter 001; Neil T. Heffernan; Joseph Jay Williams; Burr Settles; Phillip Grimaldi; Derek Lomas (L@S, 2020)

Machine Learning Driven Language Assessment. - Burr Settles; Masato Hagiwara; Geoffrey T. LaFlair (Trans. Assoc. Comput. Linguistics, 2020)

Jump-Starting Item Parameters for Adaptive Language Tests. - Arya D. McCarthy; Kevin P. Yancey; Geoffrey T. LaFlair; Jesse Egbert; Manqian Liao; Burr Settles (EMNLP (1), 2021)