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DA-BioNER: data augmentation based on few-shot learning and distant supervision for biomedical named entity recognition.

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Title: DA-BioNER: data augmentation based on few-shot learning and distant supervision for biomedical named entity recognition.
Authors: Park Y; Department of Computer Science, Hanyang University, Seoul, Republic of Korea., Son G; Department of Artificial Intelligence, Hanyang University, Seoul, Republic of Korea., Kim T; Department of Computer Science, Hanyang University, Seoul, Republic of Korea.; Department of Artificial Intelligence, Hanyang University, Seoul, Republic of Korea., Rho M; Department of Computer Science, Hanyang University, Seoul, Republic of Korea.; Department of Artificial Intelligence, Hanyang University, Seoul, Republic of Korea.; Department of Biomedical Informatics, Hanyang University, Seoul, Republic of Korea.
Source: Bioinformatics (Oxford, England) [Bioinformatics] 2026 Jun 01; Vol. 42 (6).
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9808944 Publication Model: Print Cited Medium: Internet ISSN: 1367-4811 (Electronic) Linking ISSN: 13674803 NLM ISO Abbreviation: Bioinformatics Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: DA-BioNER: data augmentation based on few-shot learning and distant supervision for biomedical named entity recognition.
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  Data: <searchLink fieldCode="AU" term="%22Park+Y%22">Park Y</searchLink>; Department of Computer Science, Hanyang University, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Son+G%22">Son G</searchLink>; Department of Artificial Intelligence, Hanyang University, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kim+T%22">Kim T</searchLink>; Department of Computer Science, Hanyang University, Seoul, Republic of Korea.; Department of Artificial Intelligence, Hanyang University, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Rho+M%22">Rho M</searchLink>; Department of Computer Science, Hanyang University, Seoul, Republic of Korea.; Department of Artificial Intelligence, Hanyang University, Seoul, Republic of Korea.; Department of Biomedical Informatics, Hanyang University, Seoul, Republic of Korea.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Oxford+University+Press%22">Oxford University Press </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9808944 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1367-4811 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213674803%22">13674803 </searchLink><i>NLM ISO Abbreviation: </i>Bioinformatics <i>Subsets: </i>MEDLINE
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        Value: 10.1093/bioinformatics/btag332
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      – Code: eng
        Text: English
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      – TitleFull: DA-BioNER: data augmentation based on few-shot learning and distant supervision for biomedical named entity recognition.
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            NameFull: Park Y
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            NameFull: Son G
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            NameFull: Kim T
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          Dates:
            – D: 01
              M: 06
              Text: 2026 Jun 01
              Type: published
              Y: 2026
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              Value: 1367-4811
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              Value: 42
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              Value: 6
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            – TitleFull: Bioinformatics (Oxford, England)
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