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Table 7 Results of different tag methods

From: Biomedical named entity recognition with the combined feature attention and fully-shared multi-task learning

Model

Gene/protein

Disease

Species

Chemical

 

BC2GM

JNLPBA

BC5CDR-Disease

NCBI-disease

Linnaeus

Species-800

BC5CDR-Chemical

BioBERT-STM

84.62

77.41

86.89

89.18

88.06

74.88

93.44

BioBERT-MTM

       

 TN

84.96

78.04

87.28

89.83

87.79

74.75

93.64

 DN

85.36

78.38

87.46

89.90

88.36

75.33

93.56

 TN+DN

85.03

78.32

87.23

89.65

88.12

75.14

93.25

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BMC Bioinformatics

ISSN: 1471-2105

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