Do LLMs Surpass Encoders for Biomedical NER?

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Title: Do LLMs Surpass Encoders for Biomedical NER?
Authors: Obeidat MS; Department of Computer Science, University of Kentucky, Lexington, KY USA., Al Nahian MS; Division of Biomedical Informatics, University of Kentucky, Lexington, KY USA., Kavuluru R; Division of Biomedical Informatics, University of Kentucky, Lexington, KY USA.
Source: Proceedings. IEEE International Conference on Healthcare Informatics [Proc (IEEE Int Conf Healthc Inform)] 2025 Jun; Vol. 2025, pp. 352-358. Date of Electronic Publication: 2025 Jul 22.
Publication Type: Journal Article
Journal Info: Publisher: The Institute of Eletrical and Electronics Engineers, Inc Country of Publication: United States NLM ID: 101683411 Publication Model: Print-Electronic Cited Medium: Print ISSN: 2575-2626 (Print) Linking ISSN: 25752626 NLM ISO Abbreviation: Proc (IEEE Int Conf Healthc Inform) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Obeidat+MS%22">Obeidat MS</searchLink>; Department of Computer Science, University of Kentucky, Lexington, KY USA.<br /><searchLink fieldCode="AU" term="%22Al+Nahian+MS%22">Al Nahian MS</searchLink>; Division of Biomedical Informatics, University of Kentucky, Lexington, KY USA.<br /><searchLink fieldCode="AU" term="%22Kavuluru+R%22">Kavuluru R</searchLink>; Division of Biomedical Informatics, University of Kentucky, Lexington, KY USA.
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  Data: <searchLink fieldCode="JN" term="%22101683411%22">Proceedings. IEEE International Conference on Healthcare Informatics</searchLink> [Proc (IEEE Int Conf Healthc Inform)] 2025 Jun; Vol. 2025, pp. 352-358. <i>Date of Electronic Publication: </i>2025 Jul 22.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22The+Institute+of+Eletrical+and+Electronics+Engineers%2C+Inc%22">The Institute of Eletrical and Electronics Engineers, Inc </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101683411 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2575-2626 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2225752626%22">25752626 </searchLink><i>NLM ISO Abbreviation: </i>Proc (IEEE Int Conf Healthc Inform) <i>Subsets: </i>PubMed not MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40787150
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        Value: 10.1109/ICHI64645.2025.00048
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      – Code: eng
        Text: English
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        StartPage: 352
    Titles:
      – TitleFull: Do LLMs Surpass Encoders for Biomedical NER?
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            NameFull: Obeidat MS
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            NameFull: Al Nahian MS
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            NameFull: Kavuluru R
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            – D: 01
              M: 06
              Text: 2025 Jun
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              Y: 2025
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              Value: 2025
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