| Active learning literature survey B Settles University of Wisconsin-Madison Department of Computer Sciences, 2009 | 7627 | 2009 |
| From Theories to Queries: Active Learning in Practice B Settles JMLR Workshop and Conference Proceedings 15, 1--18, 2011 | 2654 | 2011 |
| Toward an architecture for never-ending language learning A Carlson, J Betteridge, B Kisiel, B Settles, ER Hruschka, TM Mitchell Twenty-Fourth AAAI conference on artificial intelligence, 2010 | 2441 | 2010 |
| An analysis of active learning strategies for sequence labeling tasks B Settles, M Craven proceedings of the 2008 conference on empirical methods in natural language …, 2008 | 1282 | 2008 |
| Never-ending learning T Mitchell, W Cohen, E Hruschka, P Talukdar, B Yang, J Betteridge, ... Communications of the ACM 61 (5), 103-115, 2018 | 1264 | 2018 |
| Biomedical named entity recognition using conditional random fields and rich feature sets B Settles Proceedings of the international joint workshop on natural language …, 2004 | 816 | 2004 |
| Multiple-instance active learning B Settles, M Craven, S Ray Advances in Neural Information Processing Systems 20, 1289--1296, 2008 | 783 | 2008 |
| ABNER: an open source tool for automatically tagging genes, proteins and other entity names in text B Settles Bioinformatics 21 (14), 3191-3192, 2005 | 595 | 2005 |
| Active learning with real annotation costs B Settles, M Craven, L Friedland Proceedings of the NIPS workshop on cost-sensitive learning 1, 2008 | 328 | 2008 |
| A Trainable Spaced Repetition Model for Language Learning B Settles, B Meeder Proceedings of the Association of Computational Linguistics (ACL), 2016 | 257 | 2016 |
| Closing the loop: Fast, interactive semi-supervised annotation with queries on features and instances B Settles Proceedings of the 2011 conference on empirical methods in natural language …, 2011 | 249 | 2011 |
| ERH Jr., and TM Mitchell. Toward an architecture for never-ending language learning A Carlson, J Betteridge, B Kisiel, B Settles AAAI 2 (3), 6, 2010 | 240* | 2010 |
| Active learning by labeling features G Druck, B Settles, A McCallum Proceedings of the 2009 conference on Empirical methods in natural language …, 2009 | 214 | 2009 |
| Second language acquisition modeling B Settles, C Brust, E Gustafson, M Hagiwara, N Madnani Proceedings of the thirteenth workshop on innovative use of NLP for building …, 2018 | 93 | 2018 |
| SIRT3 Substrate Specificity Determined by Peptide Arrays and Machine Learning BC Smith, B Settles, WC Hallows, MW Craven, JM Denu ACS Chemical Biology 6 (2), 146--157, 2011 | 85 | 2011 |
| Curious machines: Active learning with structured instances B Settles University of Wisconsin-Madison, 2008 | 80 | 2008 |
| Machine learning–driven language assessment B Settles, G T. LaFlair, M Hagiwara Transactions of the Association for computational Linguistics 8, 247-263, 2020 | 79 | 2020 |
| Self‐directed learning favors local, rather than global, uncertainty DB Markant, B Settles, TM Gureckis Cognitive science 40 (1), 100-120, 2016 | 70 | 2016 |
| Let's get together: the formation and success of online creative collaborations B Settles, S Dow Proceedings of the SIGCHI conference on human factors in computing systems …, 2013 | 58 | 2013 |
| Plugged in to the community: Social motivators in online goal-setting groups M Burke, B Settles Proceedings of the International Conference on Communities and Technologies …, 2011 | 58 | 2011 |
| Active learning: Synthesis lectures on artificial intelligence and machine learning B Settles Long Island, NY: Morgan & Clay Pool, 2012 | 46* | 2012 |
| Learning to tag from open vocabulary labels E Law, B Settles, T Mitchell Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010 | 39 | 2010 |
| Duolingo english test: technical manual R Cardwell, GT LaFlair, B Settles Duolingo Research Report, 2022 | 34 | 2022 |
| Simultaneous translation and paraphrase for language education S Mayhew, K Bicknell, C Brust, B McDowell, W Monroe, B Settles Proceedings of the fourth workshop on neural generation and translation, 232-243, 2020 | 28 | 2020 |
| Human Computation for Attribute and Attribute Value Acquisition E Law, B Settles, A Snook, H Surana, L von Ahn, T Mitchell Proceedings of the CVPR Workshop on Fine-Grained Visual Categorization, 2011 | 24 | 2011 |
| Jump-starting item parameters for adaptive language tests AD McCarthy, KP Yancey, GT LaFlair, J Egbert, M Liao, B Settles Proceedings of the 2021 conference on empirical methods in natural language …, 2021 | 20 | 2021 |
| Behavioral Factors in Interactive Training of Text Classifiers B Settles, X Zhu Proceedings of the North American Chapter of the Association for …, 2012 | 20 | 2012 |
| Ranking Biomedical Passages for Relevance and Diversity: University of Wisconsin, Madison at TREC Genomics 2006. AB Goldberg, D Andrzejewski, J Van Gael, B Settles, X Zhu, M Craven TREC, 2006 | 19 | 2006 |
| Computational creativity tools for songwriters B Settles Proceedings of the NAACL HLT 2010 Second Workshop on Computational …, 2010 | 16 | 2010 |
| The Duolingo English Test and East Africa: Preliminary linking results with IELTS & CEFR M Bézy, B Settles Reading 5 (1.0), 4-85, 2016 | 13 | 2016 |
| Classifying biomedical articles by making localized decisions T Brow, B Settles, M Craven Proceedings of the Text Retrieval Conference (TREC), 2005 | 13 | 2005 |
| A Sleeping, Recovering Bandit Algorithm for Optimizing Recurring Notifications KP Yancey, B Settles ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2020 | 12 | 2020 |
| Active learning (Vol. 18) B Settles Morgan & Claypool Publishers, 2011 | 12 | 2011 |
| Exploiting zone information, syntactic features, and informative terms in gene ontology annotation from biomedical documents B Settles, M Craven Proceedings of the Text Retrieval Conference (TREC), 2004 | 12 | 2004 |
| Learning to tag using noisy labels E Law, B Settles, T Mitchell Proc. ECML, 1-29, 2010 | 9 | 2010 |
| Measurement of ability in adaptive learning and assessment systems when learners use on-demand hints M Bolsinova, B Deonovic, M Arieli-Attali, B Settles, M Hagiwara, G Maris Applied Psychological Measurement 46 (3), 219-235, 2022 | 7 | 2022 |
| Learning from human-generated lists KS Jun, J Zhu, B Settles, T Rogers International Conference on Machine Learning, 181-189, 2013 | 5 | 2013 |
| Modeling online creative collaborations S Dow, B Settles XRDS: Crossroads, The ACM Magazine for Students 19 (4), 21-25, 2013 | 4 | 2013 |
| Ranking biomedical passages for relevance and diversity A Goldbery, DAJ Gael, B Settles, X Zhu, M Craven University of Wisconsin, Madison at TREC Genomics 2006; Proc of TREC 15, 2006 | 4 | 2006 |
| How Duolingo's AI Learns what you Need to Learn: The language-learning app tries to emulate a great human tutor K Bicknell, C Brust, B Settles IEEE Spectrum 60 (3), 28-33, 2023 | 3 | 2023 |
| Uncertainty Sampling B Settles Active Learning, 11-20, 2012 | 3 | 2012 |
| Algorithms for active learning B Settles Cost-Sensitive Machine Learning. Chapman & Hall, Boca Raton, FL, 2011 | 3 | 2011 |
| Computational psychometrics for digital-first assessments: A blend of ML and psychometrics for item generation and scoring G LaFlair, K Yancey, B Settles, AA von Davier Advancing Natural Language Processing in Educational Assessment, 107-123, 2023 | 2 | 2023 |
| How Duolingo’s AI learns what you need to learn K Bicknell, C Brust, B Settles, M Svrcek, DC Brock Accessed: Apr 25, 2023 | 1 | 2023 |
| Automating inquiry B Settles Active Learning, 1-9, 2012 | 1 | 2012 |
| A Software Tool for Biomedical Information Extraction (And Beyond) B Settles Health Information Systems: Concepts, Methodologies, Tools, and Applications …, 2010 | 1 | 2010 |
| System and Methods for Educational and Psychological Modeling and Assessment B Settles, K Yancey, GT LaFlair, A McCarthy US Patent App. 17/947,459, 2023 | | 2023 |
| Machine learning applications to develop tests in multiple languages simultaneously and at scale S Goodwin, L Bilsky, P Mulcaire, B Settles 8th, 30, 2023 | | 2023 |
| Searching Through the Hypothesis Space B Settles Active Learning, 21-35, 2012 | | 2012 |
| Practical Considerations B Settles Active Learning, 63-77, 2012 | | 2012 |
| Exploiting Structure in Data B Settles Active Learning, 47-54, 2012 | | 2012 |
| Minimizing Expected Error and Variance B Settles Active Learning, 37-46, 2012 | | 2012 |
| Active Learning B Settles Synthesis Lectures on Artificial Intelligence and Machine Learning, 2012 | | 2012 |
| Learning to tag from open vocabulary labels E Law, B Settles, T Mitchell Proceedings of the European Conference on Machine Learning and Principles …, 2010 | | 2010 |
| Ranking biomedical passages for relevance and diversity AB Goldberg, D Andrzejewski, J Van Gael, B Settles, X Zhu, M Craven Proceedings of the Text Retrieval Conference (TREC) 15, 2006 | | 2006 |
| Analyzing Pattern-based Distant Supervision for Semantic Category and Relation Recognition J Betteridge, B Settles, T Mitchell | | |
Mark CravenProfessor of Biostatistics and Medical Informatics, University of WisconsinVerified email at biostat.wisc.edu
