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Steven Bethard, Ph.D. - Publications

Affiliations: 
2013-2016 Computer and Information Science University of Alabama, Birmingham, Birmingham, AL, United States 
 2016- School of Information University of Arizona, Tucson, AZ 
Area:
Natural Language Processing, Computational Linguistics, Machine Learning
Website:
http://bethard.faculty.arizona.edu/
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33 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Miller T, Bethard S, Dligach D, Savova G. End-to-end clinical temporal information extraction with multi-head attention. Proceedings of the Conference. Association For Computational Linguistics. Meeting. 2023: 313-319. PMID 37780680  0.68
2020 Laparra E, Bethard S, Miller TA. Rethinking domain adaptation for machine learning over clinical language. Jamia Open. 3: 146-150. PMID 32734151 DOI: 10.1093/jamiaopen/ooaa010  0.469
2020 Xu D, Gopale M, Zhang J, Brown K, Begoli E, Bethard S. Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)-based ranking for concept normalization. Journal of the American Medical Informatics Association : Jamia. PMID 32719838 DOI: 10.1093/Jamia/Ocaa080  0.75
2020 Lin C, Bethard S, Dligach D, Sadeque F, Savova G, Miller TA. Does BERT need domain adaptation for clinical negation detection? Journal of the American Medical Informatics Association : Jamia. PMID 32044989 DOI: 10.1093/Jamia/Ocaa001  0.714
2019 González-López S, López-López A, Bethard S, García-Gorrostieta JM. A Model for Identifying Steps in Undergraduate Thesis Methodology Research in Computing Science. 148: 17-24. DOI: 10.13053/Rcs-148-5-2  0.381
2018 Laparra E, Xu D, Bethard S. From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations. Transactions of the Association For Computational Linguistics. 6: 343-356. PMID 32432133 DOI: 10.1162/Tacl_A_00025  0.745
2018 Xu D, Yadav V, Bethard S. UArizona at the MADE1.0 NLP Challenge. Proceedings of Machine Learning Research. 90: 57-65. PMID 30467557  0.764
2018 Osborne JD, Neu MB, Danila MI, Solorio T, Bethard SJ. CUILESS2016: a clinical corpus applying compositional normalization of text mentions. Journal of Biomedical Semantics. 9: 2. PMID 29316970 DOI: 10.1186/S13326-017-0173-6  0.756
2017 Sadeque F, Xu D, Bethard S. UArizona at the CLEF eRisk 2017 Pilot Task: Linear and Recurrent Models for Early Depression Detection. Ceur Workshop Proceedings. 1866. PMID 29075167  0.706
2017 Miller T, Dligach D, Bethard S, Lin C, Savova G. Towards Generalizable Entity-Centric Clinical Coreference Resolution. Journal of Biomedical Informatics. PMID 28438706 DOI: 10.1016/J.Jbi.2017.04.015  0.717
2016 Osborne JD, Wyatt M, Westfall AO, Willig J, Bethard S, Gordon G. Efficient identification of nationally mandated reportable cancer cases using natural language processing and machine learning. Journal of the American Medical Informatics Association : Jamia. PMID 27026618 DOI: 10.1093/Jamia/Ocw006  0.689
2016 Pradhan L, Zhang C, Bethard S. Extracting Hierarchy of Coherent User-Concerns to Discover Intricate User Behavior from User Reviews International Journal of Multimedia Data Engineering and Management. 7: 63-80. DOI: 10.4018/Ijmdem.2016100104  0.393
2015 Lin C, Dligach D, Miller TA, Bethard S, Savova GK. Multilayered temporal modeling for the clinical domain. Journal of the American Medical Informatics Association : Jamia. PMID 26521301 DOI: 10.1093/Jamia/Ocv113  0.7
2015 Do QTN, Bethard S, Moens M. Domain Adaptation in Semantic Role Labeling Using a Neural Language Model and Linguistic Resources Ieee/Acm Transactions On Audio, Speech, and Language Processing. 23: 1812-1823. DOI: 10.1109/Taslp.2015.2449072  0.782
2015 De Mulder W, Bethard S, Moens M. A survey on the application of recurrent neural networks to statistical language modeling Computer Speech & Language. 30: 61-98. DOI: 10.1016/J.Csl.2014.09.005  0.773
2014 Bethard S, Ogren P, Becker L. ClearTK 2.0: Design Patterns for Machine Learning in UIMA. Lrec ... International Conference On Language Resources & Evaluation : [Proceedings]. International Conference On Language Resources and Evaluation. 2014: 3289-3293. PMID 29104966  0.641
2014 Styler WF, Bethard S, Finan S, Palmer M, Pradhan S, de Groen PC, Erickson B, Miller T, Lin C, Savova G, Pustejovsky J. Temporal Annotation in the Clinical Domain. Transactions of the Association For Computational Linguistics. 2: 143-154. PMID 29082229 DOI: 10.1162/Tacl_A_00172  0.68
2014 Dligach D, Bethard S, Becker L, Miller T, Savova GK. Discovering body site and severity modifiers in clinical texts. Journal of the American Medical Informatics Association : Jamia. 21: 448-54. PMID 24091648 DOI: 10.1136/Amiajnl-2013-001766  0.733
2014 Chambers N, Cassidy T, McDowell B, Bethard S. Dense Event Ordering with a Multi-Pass Architecture Transactions of the Association For Computational Linguistics. 2: 273-284. DOI: 10.1162/Tacl_A_00182  0.395
2014 Sultan MA, Bethard S, Sumner T. Back to Basics for Monolingual Alignment: Exploiting Word Similarity and Contextual Evidence Transactions of the Association For Computational Linguistics. 2: 219-230. DOI: 10.1162/Tacl_A_00178  0.72
2014 Bursztein E, Moscicki A, Fabry C, Bethard S, Mitchell JC, Jurafsky D. Easy does it: More usable CAPTCHAs Conference On Human Factors in Computing Systems - Proceedings. 2637-2646. DOI: 10.1145/2556288.2557322  0.564
2014 Sultan MA, Bethard S, Sumner T. Towards automatic identification of core concepts in educational resources Proceedings of the Acm/Ieee Joint Conference On Digital Libraries. 379-388. DOI: 10.1109/JCDL.2014.6970194  0.421
2013 Bethard S. A synchronous context free grammar for time normalization. Proceedings of the Conference On Empirical Methods in Natural Language Processing. Conference On Empirical Methods in Natural Language Processing. 2013: 821-826. PMID 29104970  0.316
2013 Pathak J, Bailey KR, Beebe CE, Bethard S, Carrell DC, Chen PJ, Dligach D, Endle CM, Hart LA, Haug PJ, Huff SM, Kaggal VC, Li D, Liu H, Marchant K, et al. Normalization and standardization of electronic health records for high-throughput phenotyping: the SHARPn consortium. Journal of the American Medical Informatics Association : Jamia. 20: e341-8. PMID 24190931 DOI: 10.1136/Amiajnl-2013-001939  0.758
2013 Wetzler P, Bethard S, Leary H, Butcher K, Bahreini SD, Zhao J, Martin JH, Sumner T. Characterizing and predicting the multifaceted nature of quality in educational web resources Transactions On Interactive Intelligent Systems. 3. DOI: 10.1145/2533670.2533673  0.707
2013 Okoye I, Sumner T, Bethard S. Automatic extraction of core learning goals and generation of pedagogical sequences through a collection of digital library resources Proceedings of the Acm/Ieee Joint Conference On Digital Libraries. 67-76. DOI: 10.1145/2467696.2467708  0.382
2012 Levin M, Krawczyk S, Bethard S, Jurafsky D. Citation-based bootstrapping for large-scale author disambiguation Journal of the American Society For Information Science and Technology. 63: 1030-1047. DOI: 10.1002/Asi.22621  0.628
2010 Bethard S, Jurafsky D. Who should i Cite?: Learning literature search models from citation behavior International Conference On Information and Knowledge Management, Proceedings. 609-617. DOI: 10.1145/1871437.1871517  0.638
2010 Bursztein E, Bethard S, Fabry C, Mitchell JC, Jurafsky D. How good are humans at solving CAPTCHAs? A large scale evaluation Proceedings - Ieee Symposium On Security and Privacy. 399-413. DOI: 10.1109/SP.2010.31  0.586
2009 Savova G, Bethard S, Styler W, Martin J, Palmer M, Masanz J, Ward W. Towards temporal relation discovery from the clinical narrative. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2009: 568-72. PMID 20351919  0.723
2009 Bethard S, Wetzler P, Butcher K, Martin JH, Sumner T. Automatically characterizing resource quality for educational digital libraries Proceedings of the Acm/Ieee Joint Conference On Digital Libraries. 221-230. DOI: 10.1145/1555400.1555436  0.524
2008 Bethard S, Lu Z, Martin JH, Hunter L. Semantic role labeling for protein transport predicates. Bmc Bioinformatics. 9: 277. PMID 18547432 DOI: 10.1186/1471-2105-9-277  0.607
2007 BETHARD S, MARTIN JH, KLINGENSTEIN S. FINDING TEMPORAL STRUCTURE IN TEXT: MACHINE LEARNING OF SYNTACTIC TEMPORAL RELATIONS International Journal of Semantic Computing. 1: 441-457. DOI: 10.1142/S1793351X07000238  0.636
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