Comparison of BERT implementations for natural language processing of narrative medical documents

Alexander Turchin,Stanislav Masharsky,Marinka Zitnik

Informatics in Medicine Unlocked（2023）

引用 6|浏览23

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摘要

•BERT is one of the most advanced modern NLP tools.•Multiple implementations of BERT are available, pre-trained on different corpora.•BioBERT and ClinicalBERT outperformed general BERT on medical concept recognition.•There were no consistent differences between BioBERT and ClinicalBERT performance.

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关键词

Natural language processing,Neural networks,Representation learning,Embeddings,Medical named entity recognition,BERT

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