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Steven J. Bethard

TitleAffiliate
InstitutionUniversity of Colorado Boulder
DepartmentCognitive Sci Institute-Admin

    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    1. Miller T, Bethard S, Dligach D, Savova G. End-to-end clinical temporal information extraction with multi-head attention. Proc Conf Assoc Comput Linguist Meet. 2023 Jul; 2023:313-319. PMID: 37780680.
      View in: PubMed
    2. 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. J Am Med Inform Assoc. 2020 10 01; 27(10):1510-1519. PMID: 32719838.
      View in: PubMed
    3. Laparra E, Bethard S, Miller TA. Rethinking domain adaptation for machine learning over clinical language. JAMIA Open. 2020 Jul; 3(2):146-150. PMID: 32734151.
      View in: PubMed
    4. Lin C, Bethard S, Dligach D, Sadeque F, Savova G, Miller TA. Does BERT need domain adaptation for clinical negation detection? J Am Med Inform Assoc. 2020 04 01; 27(4):584-591. PMID: 32044989.
      View in: PubMed
    5. Xu D, Yadav V, Bethard S. UArizona at the MADE1.0 NLP Challenge. Proc Mach Learn Res. 2018 May; 90:57-65. PMID: 30467557.
      View in: PubMed
    6. Osborne JD, Neu MB, Danila MI, Solorio T, Bethard SJ. CUILESS2016: a clinical corpus applying compositional normalization of text mentions. J Biomed Semantics. 2018 01 10; 9(1):2. PMID: 29316970.
      View in: PubMed
    7. Laparra E, Xu D, Bethard S. From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations. Trans Assoc Comput Linguist. 2018; 6:343-356. PMID: 32432133.
      View in: PubMed
    8. Sadeque F, Xu D, Bethard S. UArizona at the CLEF eRisk 2017 Pilot Task: Linear and Recurrent Models for Early Depression Detection. CEUR Workshop Proc. 2017 Sep; 1866. PMID: 29075167.
      View in: PubMed
    9. Miller T, Dligach D, Bethard S, Lin C, Savova G. Towards generalizable entity-centric clinical coreference resolution. J Biomed Inform. 2017 05; 69:251-258. PMID: 28438706.
      View in: PubMed
    10. 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. J Am Med Inform Assoc. 2016 11; 23(6):1077-1084. PMID: 27026618.
      View in: PubMed
    11. Lin C, Dligach D, Miller TA, Bethard S, Savova GK. Multilayered temporal modeling for the clinical domain. J Am Med Inform Assoc. 2016 Mar; 23(2):387-95. PMID: 26521301.
      View in: PubMed
    12. Bethard S, Ogren P, Becker L. ClearTK 2.0: Design Patterns for Machine Learning in UIMA. LREC Int Conf Lang Resour Eval. 2014 May; 2014:3289-3293. PMID: 29104966.
      View in: PubMed
    13. 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. Trans Assoc Comput Linguist. 2014 Apr; 2:143-154. PMID: 29082229.
      View in: PubMed
    14. 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, Masanz J, Miller T, Oniki TA, Palmer M, Peterson KJ, Rea S, Savova GK, Stancl CR, Sohn S, Solbrig HR, Suesse DB, Tao C, Taylor DP, Westberg L, Wu S, Zhuo N, Chute CG. Normalization and standardization of electronic health records for high-throughput phenotyping: the SHARPn consortium. J Am Med Inform Assoc. 2013 Dec; 20(e2):e341-8. PMID: 24190931.
      View in: PubMed
    15. Dligach D, Bethard S, Becker L, Miller T, Savova GK. Discovering body site and severity modifiers in clinical texts. J Am Med Inform Assoc. 2014 May-Jun; 21(3):448-54. PMID: 24091648.
      View in: PubMed
    16. Bethard S. A synchronous context free grammar for time normalization. Proc Conf Empir Methods Nat Lang Process. 2013 Oct; 2013:821-826. PMID: 29104970.
      View in: PubMed
    17. Savova G, Bethard S, Styler W, Martin J, Palmer M, Masanz J, Ward W. Towards temporal relation discovery from the clinical narrative. AMIA Annu Symp Proc. 2009 Nov 14; 2009:568-72. PMID: 20351919.
      View in: PubMed
    18. Bethard S, Lu Z, Martin JH, Hunter L. Semantic role labeling for protein transport predicates. BMC Bioinformatics. 2008 Jun 11; 9:277. PMID: 18547432.
      View in: PubMed
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