Improving the recall of biomedical named entity recognition with label re-correction and knowledge distillation

Improving the recall of biomedical named entity recognition with label re-correction and knowledge distillation

Abstract Background Biomedical named entity recognition is one of the most essential tasks in biomedical information extraction. Previous studies suffer from inadequate annotated datasets, especially the limited knowledge contained in them. Methods To remedy the above issue, we propose a novel Biome...

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Bibliographic Details
Main Authors: Huiwei Zhou, Zhe Liu, Chengkun Lang, Yibin Xu, Yingyu Lin, Junjie Hou
Format: Article
Language:English
Published: BMC 2021-06-01
Series:BMC Bioinformatics
Subjects:
Biomedical named entity recognition
Knowledge distillation
Label re-correction
Online Access:https://doi.org/10.1186/s12859-021-04200-w

Internet

https://doi.org/10.1186/s12859-021-04200-w

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