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Table 7 Performance with different word embeddings

From: Multitask learning for biomedical named entity recognition with cross-sharing structure

 

STM

CS-MTM

 

BC2GM

Ex-PTM

NCBI-disease

Linnaeus

BC2GM

Ex-PTM

NCBI-disease

Linnaeus

PMC

84.22

66.09

85.24

76.87

85.07

70.61

84.32

80.00

PubMed

84.15

66.86

85.21

71.23

83.84

70.66

84.99

74.63

PMC+PubMed

84.35

66.57

84.39

75.07

85.18

72.03

85.34

76.71

PMC+PubMed +Wikipedia

84.71

65.71

84.46

76.87

84.10

71.79

85.27

78.99

Our GloVe

83.91

67.31

86.05

78.25

84.41

72.05

86.50

82.40

  1. Bold: the best F1 scores for the model on each dataset