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Table 4 Effect of different knowledge node representations base on description on the CDR test sets (%)

From: Document-level medical relation extraction via edge-oriented graph neural network based on document structure and external knowledge

Method

Overall

Intra

Inter

P

R

F1

F1

F1

SKEoG (TransE)

65.7

75.7

70.4

74.0

60.5

SKEoG (TransE + Doc2vec)

66.2

72.2

69.1

73.7

56.9

SKEoG (TransE + EMB)

65.5

76.6

70.7

74.3

61.3

  1. Bold highlight the highest result on a given dataset in our experiments