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Table 5 Performance comparisons of trigger identification

From: A biomedical event extraction method based on fine-grained and attention mechanism

Methods

Precision (%)

Recall (%)

F-score (%)

SVM1 [10]

70.79

81.69

75.84

SVM2 [11]

72.17

82.26

76.89

EANNP [21]

71.04

84.60

77.23

CNN [17]

80.60

74.23

77.82

GRU [23]

79.78

78.45

79.11

LSTM [24]

81.79

77.76

79.73

LSTM + CRF [25]

81.76

77.71

79.68

Two-stage[13]

79.16

80.35

79.75

Ours

82.01

78.02

79.96

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BMC Bioinformatics

ISSN: 1471-2105

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