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Table 2 Performance of different trigger identification models

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

Model

Precision (%)

Recall (%)

F-score (%)

Bi-LSTM

76.26 ± 0.52

72.27 ± 0.41

74.21 ± 0.40

Bi-LSTM + SE

82.81 ± 0.34

73.66 ± 0.39

77.96 ± 0.36

Bi-LSTM + Att

81.47 ± 0.41

75.55 ± 0.38

78.40 ± 0.39

Bi-LSTM + SE + Att

82.01 ± 0.27

78.02 ± 0.29

79.96 ± 0.27

  1. SE Sentence Embeddings, Att Attention