Domain and Language adaptive pre-training of BERT models for Korean-English bilingual clinical text analysis

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Eunbeen Jo, Eunbi Cho, Yebin Lee, Sanghoun Song, Hyung Joon Joo

Published: 2025, Last Modified: 06 Jan 2026BMC Medical Informatics Decis. Mak. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: To develop bilingual Korean-English medical language models through domain- and language-adaptive pre-training and evaluate their performance in clinical text analysis tasks, specifically semantic similarity and multi-label classification.