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

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 biomedica...

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Detalles Bibliográficos
Autores principales: Su, Peng, Vijay-Shanker, K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8978438/
https://www.ncbi.nlm.nih.gov/pubmed/35379166
http://dx.doi.org/10.1186/s12859-022-04642-w