Author

Thomas Yu Chow Tam

University of Pittsburgh

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Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

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Cheryl A. TelmeriD· 1 shared Difei TangiD· 1 shared Haomiao Luo· 1 shared Nataša Miškov-ŽivanoviD· 1 shared

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BioinformaticsJournal of Biomedical InformaticsPeer-reviewedJul 27, 2025

An Open-Set Semi-Supervised Multi-Task Learning Framework for Context Classification in Biomedical Texts

Difei Tang, Thomas Yu Chow Tam, Haomiao Luo…·Nataša Miškov-Živanov

The paper introduces CELESTA, a framework for biomedical context classification that improves accuracy by integrating semi-supervised multi-task learning and a large-scale annotated dataset.

1 citation

statistical modelmachine learning (classical)

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