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Table 4 Ablation experiment over our proposed model

From: IMSE: interaction information attention and molecular structure based drug drug interaction extraction

Models

Precision (%)

Recall (%)

F1-score (%)

BERT

80.1

75.3

78.1

BERT + Int*

82.79

79.19

80.89

BERT + Ent*

85.04

82.73

83.76

BERT + Int* + Ent*

85.54

83.56

84.47

BERT + Int* + Ent* + MOL

85.63

85.17

85.16

  1. Bold indicates the highest value of the measured metric in each comparison experiment
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BMC Bioinformatics

ISSN: 1471-2105

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