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0111 · Jul 202219922001200920172026
1 result for “CamemBERT”
Learning structures of the French clinical language:development and validation of word embedding models using 21 million clinical reports from electronic health recordscs.CL

Improved language model for French clinical reports achieves state-of-the-art performance in medical NLP tasks.

problem Lack of specialized language models for French clinical reports.
method Adapted a general pre-trained language model (CamemBERT) to French clinical reports using a corpus of 21M reports.
result Pretrained and fine-tuned models improved F1-score by 3 percentage points on APMed task.
clinical languageword embeddingnatural language processingmedical NLPCamemBERT
2022-07-26abs ↗pdf ↗