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Table 6 The effectiveness of the contextual sentence representation by the mean F1 scores of 30 different random seeds

From: Relation extraction between bacteria and biotopes from biomedical texts with attention mechanisms and domain-specific contextual representations

Sentence representation

F1 score

 

Mean

SD

Min

Max

without

55.91

1.49

51.24

57.48

with

57.63

1.15

54.41

60.77

  1. All of the highest scores are highlighted in bold except for the SD. The first-row results derive from the best results of previous experiments (i.e., the last row in Table 5)