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Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)–Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study

BACKGROUND: The bidirectional encoder representations from transformers (BERT) model has achieved great success in many natural language processing (NLP) tasks, such as named entity recognition and question answering. However, little prior work has explored this model to be used for an important tas...

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Bibliografski detalji
Izdano u:JMIR Med Inform
Glavni autori: Li, Fei, Jin, Yonghao, Liu, Weisong, Rawat, Bhanu Pratap Singh, Cai, Pengshan, Yu, Hong
Format: Artigo
Jezik:Inglês
Izdano: JMIR Publications 2019
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6746103/
https://ncbi.nlm.nih.gov/pubmed/31516126
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/14830
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