Investigation of improving the pre-training and fine-tuning of BERT model for biomedical relation extraction

Investigation of improving the pre-training and fine-tuning of BERT model for biomedical relation extraction

Abstract Background Recently, automatically extracting biomedical relations has been a significant subject in biomedical research due to the rapid growth of biomedical literature. Since the adaptation to the biomedical domain, the transformer-based BERT models have produced leading results on many b...

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Bibliographic Details
Main Authors: Peng Su, K. Vijay-Shanker
Format: Article
Language:English
Published: BMC 2022-04-01
Series:BMC Bioinformatics
Subjects:
Deep learning
Transformer
BERT
Text mining
Biomedical relation extraction
Online Access:https://doi.org/10.1186/s12859-022-04642-w

Internet

https://doi.org/10.1186/s12859-022-04642-w

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