Adversarial active learning for the identification of medical concepts and annotation inconsistency.

Objective: Named entity recognition (NER) is a principal task in the biomedical field and deep learning-based algorithms have been widely applied to biomedical NER. However, all of these methods that are applied to biomedical corpora use only annotated samples to maximize their performances. Thus, (...

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Detalles Bibliográficos
Publicado en:Journal of Biomedical Informatics Vol. 108
Autores principales: Yu, Gang, Yang, Yiwen, Wang, Xuying, Zhen, Huachun, He, Guoping, Li, Zheming, Zhao, Yonggen, Shu, Qiang, Shu, Liqi
Formato: research Journal Article
Publicado: Academic Press Inc. Aug2020
Acceso en línea:Ver este registro en EBSCOhost