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BioBBC: a multi-feature model that enhances the detection of biomedical entities.

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第一作者： Hind,Alamro

第一单位： Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.;Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.;College of Computing, Umm Al-Qura University, Mecca, Saudi Arabia.

作者： Hind,Alamro ^[1] ; Takashi,Gojobori ^[2] ; Magbubah,Essack ^[3] ; Xin,Gao ^[4]

作者单位： Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.;Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.;College of Computing, Umm Al-Qura University, Mecca, Saudi Arabia. ^[1] Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.;Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia. ^[2] Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia. magbubah.essack@kaust.edu.sa.;Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia. magbubah.essack@kaust.edu.sa. ^[3] Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia. xin.gao@kaust.edu.sa.;Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia. xin.gao@kaust.edu.sa. ^[4]

关键词 BiLSTM BioBERT Biomedical named entity recognition Machine learning NER Natural language processing PubMedBERT

医学主题词语言(Language);语义学(Semantics);自然语言处理(Natural Language Processing);言语(Speech)

DOI 10.1038/s41598-024-58334-x

PMID 38565624

发布时间 2025-01-06

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准确一般字义偏差语意偏离译文作用小提交