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Table 7 Performance of removing different techniques

From: Constructing a Chinese electronic medical record corpus for named entity recognition on resident admit notes

 

Precision

Recall

F

Best

90.76

91.4

91.08

No Dropout

89.85

290.12

89.98

No Attention

90.37

91.15

90.76

No Char Embeddings

84.61

84.81

84.71

LSTM for Char Embeddings

90.64

91.38

91.01