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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*