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Table 7 NER results of different pretraining models on cEHRNER

From: Named entity recognition of Chinese electronic medical records based on a hybrid neural network and medical MC-BERT

BERT models

Precision

Recall

F1

BERT-CRF

89.02

89.64

89.32

RoBERT-CRF

90.13

90.87

90.5

RoBERT_WWM-CRF

90.21

91.14

90.67

MC_BERT-CRF

91.08

91.67

91.37

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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