Model

Type

Precison

Recall

F1

BiLSTM + CRF

(模型1)

BAS

73.63

71.74

72.67

EXT

70.44

69.85

70.14

SPE

74.31

72.92

73.60

IDCNN + CRF

(模型2)

BAS

74.28

72.67

73.47

EXT

71.45

72.24

71.84

SPE

73.16

73.52

73.40

BERT + BiLSTM + CRF

(模型3)

BAS

78.95

78.31

78.63

EXT

76.61

77.29

76.95

SPE

82.30

83.54

82.92

BERT + IDCNN + CRF

(模型4)

BAS

79.28

80.62

79.94

EXT

77.36

76.57

76.96

SPE

81.75

84.11

82.91

本模型 + BiLSTM + CRF

(模型5)

BAS

81.61

80.32

81.96

EXT

79.46

78.27

78.86

SPE

83.48

84.52

83.99