Burr Settles

13.5k total citations · 6 hit papers
35 papers, 7.9k citations indexed

About

Burr Settles is a scholar working on Artificial Intelligence, Molecular Biology and Communication. According to data from OpenAlex, Burr Settles has authored 35 papers receiving a total of 7.9k indexed citations (citations by other indexed papers that have themselves been cited), including 28 papers in Artificial Intelligence, 5 papers in Molecular Biology and 3 papers in Communication. Recurrent topics in Burr Settles's work include Machine Learning and Algorithms (15 papers), Topic Modeling (13 papers) and Natural Language Processing Techniques (12 papers). Burr Settles is often cited by papers focused on Machine Learning and Algorithms (15 papers), Topic Modeling (13 papers) and Natural Language Processing Techniques (12 papers). Burr Settles collaborates with scholars based in United States, Germany and Netherlands. Burr Settles's co-authors include Mark Craven, Justin Betteridge, Bryan Kisiel, Estevam Hruschka, Tom M. Mitchell, J. Andrew Carlson, Soumya Ray, Brendan Meeder, Lewis A. Friedland and Andrew McCallum and has published in prestigious journals such as Cognitive Science, ACS Chemical Biology and Computer applications in the biosciences.

In The Last Decade

Burr Settles

35 papers receiving 7.3k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Active Learning Literature Survey

2009 2.9k citations Burr Settles Minds at UW (University of Wisconsin) profile →
Toward an Architecture for Never-Ending Language Learning

2010 1.2k citations J. Andrew Carlson, Justin Betteridge et al. Proceedings of the AAAI Conference on Artificial Intelligence profile →
Active Learning

2012 639 citations Burr Settles profile →
An analysis of active learning strategies for sequence labeling tasks

2008 626 citations Burr Settles, Mark Craven profile →
Active Learning

2012 383 citations Burr Settles profile →
Active Learning

2012 288 citations Burr Settles profile →

Peers

Countries citing papers authored by Burr Settles

Since Specialization

Citations

This map shows the geographic impact of Burr Settles's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Burr Settles with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Burr Settles more than expected).

Fields of papers citing papers by Burr Settles

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Burr Settles. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Burr Settles. The network helps show where Burr Settles may publish in the future.

Co-authorship network of co-authors of Burr Settles

This figure shows the co-authorship network connecting the top 25 collaborators of Burr Settles. A scholar is included among the top collaborators of Burr Settles based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Burr Settles. Burr Settles is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	How Duolingo's AI Learns what you Need to Learn: The language-learning app tries to emulate a great human tutor 2023 ·IEEE Spectrum ·Klinton Bicknell, (unknown), Burr Settles	9
2	Simultaneous Translation and Paraphrase for Language Education 2020 ·Stephen Mayhew, Klinton Bicknell, (unknown), Bill McDowell, Will Monroe, Burr Settles	15
3	Second Language Acquisition Modeling 2018 ·Burr Settles, (unknown), (unknown), Masato Hagiwara, Nitin Madnani	40
4	A Trainable Spaced Repetition Model for Language Learning 2016 ·Burr Settles, Brendan Meeder	105
5	Learning from Human-Generated Lists 2013 ·International Conference on Machine Learning ·Kwang-Sung Jun, Junwei Zhu, Burr Settles, Timothy T. Rogers	3
6	Let's get together 2013 ·Burr Settles, Steven P. Dow	16
7	Behavioral Factors in Interactive Training of Text Classifiers 2012 ·North American Chapter of the Association for Computational Linguistics ·Burr Settles, Xiaojin Zhu	7
8	From Theories to Queries: Active Learning in Practice 2011 ·Burr Settles	103
9	From Theories to Queries. 2011 ·Burr Settles	2
10	Proceedings of the NAACL HLT 2010 Workshop on Active Learning for Natural Language Processing 2010 ·North American Chapter of the Association for Computational Linguistics ·Burr Settles, Kevin Small, Katrin Tomanek	22
11	Computational Creativity Tools for Songwriters 2010 ·North American Chapter of the Association for Computational Linguistics ·Burr Settles	4
12	Toward an Architecture for Never-Ending Language Learning breakdown → 2010 ·Proceedings of the AAAI Conference on Artificial Intelligence ·J. Andrew Carlson, Justin Betteridge, Bryan Kisiel, Burr Settles, Estevam Hruschka, Tom M. Mitchell	1179
13	Active Learning Literature Survey breakdown → 2009 ·Minds at UW (University of Wisconsin) ·Burr Settles	2904
14	Active Learning with Real Annotation Costs 2008 ·Burr Settles, Mark Craven, Lewis A. Friedland	132
15	An analysis of active learning strategies for sequence labeling tasks breakdown → 2008 ·Burr Settles, Mark Craven	626
16	Multiple-Instance Active Learning 2007 ·Neural Information Processing Systems ·Burr Settles, Mark Craven, Soumya Ray	309
17	Ranking Biomedical Passages for Relevance and Diversity: University of Wisconsin, Madison at TREC Genomics 2006. 2006 ·Text REtrieval Conference ·Andrew B. Goldberg, David Andrzejewski, Jurgen Van Gael, Burr Settles, Xiaojin Zhu, Mark Craven	15
18	Classifying Biomedical Articles by Making Localized Decisions. 2005 ·Text REtrieval Conference ·(unknown), Burr Settles, Mark Craven	4
19	ABNER: an open source tool for automatically tagging genes, proteins and other entity names in text 2005 ·Computer applications in the biosciences ·Burr Settles	318
20	Exploiting Zone Information, Syntactic Rules, and Informative Terms in Gene Ontology Annotation of Biomedical Documents. 2004 ·Text REtrieval Conference ·Burr Settles, Mark Craven	6

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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