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Table 6 Impact of the different character embeddings in our method

From: Multi-task learning for Chinese clinical named entity recognition with external knowledge

Dataset Method Precision Recall F-measure
CCKS2017 Random 89.56 89.29 89.42
BERT(Baseline1) 90.73 90.51 90.62
FT-BERT(Baseline2) 91.27 91.21 91.24
FT-BERT-Radical 91.69 91.34 91.51
FCCd Random 84.23 83.32 83.77
BERT(Baseline1) 86.11 85.52 85.81
FT-BERT(Baseline2) 86.21 85.83 86.02
FT-BERT-Radical 86.95 86.56 86.75
  1. The best result is in bold