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Table 4 Comparison of trigger detection performance on different model

From: Bidirectional long short-term memory with CRF for detecting biomedical event trigger in FastText semantic space

Model

F-score(%)

Precision(%)

Recall(%)

CRF

65.45

57.44

76.06

LSTM

72.60

78.40

67.61

LSTM-CRF

75.22

76.12

74.35

BLSTM

76.39

80.02

73.08

Ours(BLSTM-CRF)

78.08

77.89

78.28

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BMC Bioinformatics

ISSN: 1471-2105

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