Journal of biomedical informaticsSemanticsBiomedical ResearchHumansLanguagePublications
SemNovel - A new approach to detecting semantic novelty of biomedical publications using embeddings of large language models.
Xueqing Peng, Yutong Xie, Huan He, Brian Ondov, Kalpana Raja, Qijia Liu, Qiaozhu Mei, Hua Xu
Published: 202510.1016/j.jbi.2025.104952
Abstract
OBJECTIVE: The rapid growth of scientific literature necessitates robust methods to identify novel contributions. However, there is currently no widely-recognized measurement of novelty in biomedical research. Existing approaches typically quantify n…
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