Table 4 Ablation experiments results on Resume, MSRA, Weibo and OneNote dataset.

From: A Chinese named entity recognition model incorporating recurrent cell and information state recursion

Dataset

 

BERT-IRCSR-CRF

-SDI

-SR

-IRCSR

Resume

P(%)

96.42

95.86

95.63

94.87

R(%)

97.76

97.34

97.06

96.50

F1(%)

97.08

96.59

96.34

95.68

MSRA

P(%)

95.83

95.49

94.97

93.40

R(%)

96.84

96.15

95.74

94.12

F1(%)

96.34

95.82

95.36

93.76

Weibo

P(%)

70.53

70.26

68.35

65.77

R(%)

71.17

71.38

68.21

62.05

F1(%)

70.85

70.82

68.28

63.80

OneNote

P(%)

82.16

80.88

79.63

76.01

R(%)

83.51

82.40

81.72

79.96

F1(%)

82.83

81.64

80.66

77.93

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