Table 3 Test results on different dataset.

From: Transformer-based prototype network for Chinese nested named entity recognition

Datasets

ACE2005-ch

ChiNesE

People’s Daily

 

P

R

F1

P

R

F1

P

R

F1

BERT-Trans31

77.62

81.60

79.56

86.56

76.34

81.13

-

-

-

Pyramid28

83.22

76.29

84.72

90.79

77.71

84.02

-

-

-

Biaffine30

81.57

86.63

84.02

92.14

77.69

84.30

-

-

-

LACNNER35

74.10

71.30

72.68

-

-

-

-

-

-

Mulco36\(*\)

83.64

88.42

85.96

88.04

81.25

84.51

96.10

96.23

96.17

MSTPN\(*\)

84.84

88.25

86.51

90.62

79.40

84.82

96.43

96.20

96.32

  1. \(*\) denotes the results of the algorithm running locally.
Back to article page