Oversampling effect in pretraining for bidirectional encoder representations from transformers (BERT) to localize medical BERT and enhance biomedical BERT

Author:

Wada Shoya,Takeda Toshihiro,Okada Katsuki,Manabe Shirou,Konishi Shozo,Kamohara Jun,Matsumura Yasushi

Funder

National Institute of Biomedical Innovation Health and Nutrition

Publisher

Elsevier BV

Reference46 articles.

1. Attention is all you need;Vaswani;Adv Neural Inf Process Syst,2017

2. BERT: pre-training of deep bidirectional transformers for language understanding;Devlin,2019

3. BioBERT: a pre-trained biomedical language representation model for biomedical text mining;Lee;Bioinformatics,2020

4. Domain-specific language model pretraining for biomedical natural language processing;Gu;ACM Trans Comput Healthcare,2022

5. Publicly available clinical BERT embeddings;Alsentzer,2019

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