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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Bibliographic Details

Published in:	Journal of Biomedical Informatics Vol. 108
Main Authors:	Yu, Gang, Yang, Yiwen, Wang, Xuying, Zhen, Huachun, He, Guoping, Li, Zheming, Zhao, Yonggen, Shu, Qiang, Shu, Liqi
Format:	research Journal Article
Published:	Academic Press Inc. Aug2020
Online Access:	View this record in EBSCOhost