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Table 6 Test results of the two models with entity auto-correct algorithm

From: A hybrid approach for named entity recognition in Chinese electronic medical record

Approach Strict index (%)
P R F1
BiLSTM-CRF 87.66 85.72 86.68
BiLSTM-CRF + algorithm 88.73 86.78 87.74
Attention-BiLSTM-CRF 87.75 86.77 87.26
Attention-BiLSTM-CRF + algorithm 88.72 87.71 88.21