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Table 3 Doc-level performance comparison over our proposed model without knowledge on the CHR dataset

From: Biomedical relation extraction via knowledge-enhanced reading comprehension

 

Model

P (%)

R (%)

F1 (%)

NN-based ML

 Relation classification

CNN-RE [2]

81.2

87.3

84.1

RNN-RE [2]

83.0

90.1

86.4

GCNN [2]

84.7

90.5

87.5

 Reading comprehension

RC (Ours)

93.5

93.0

93.3