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Table 6 Average test accuracies in five-fold validation for the effect of position embedding

From: Incorporating representation learning and multihead attention to improve biomedical cross-sentence n-ary relation extraction

Method

Ternary

Binary

 

Single

Cross

Single

Cross

word

76.0

78.7

83.6

84.4

word+position

81.5*

87.1*

89.7*

90.6*