ID

Models

SemEval

KBP37

1

BERT-Base

87.87

68.30

2

+2 A-GCN Layer (FULL)

88.72

69.30

3

+2 A-GCN Layer (FULL) + KV Slot (own)

88.96

69.97

4

+2 A-GCN Layer (FULL) + KV Slot (all)

88.82

69.72

5

+2 A-GCN Layer (FULL) + KV Slot (both)

89.72

70.02

6

+2 A-GCN Layer (L + G)

89.18

70.62

7

+2 A-GCN Layer (L + G) + KV Slot (own)

89.96

70.84

8

+2 A-GCN Layer (L + G) + KV Slot (all)

89.34

70.71

9

+2 A-GCN Layer (L + G) + KV Slot (both)

90.12

70.93

ID

Models

SemEval

KBP37

1

BERT-Large

89.02

69.10

2

+2 A-GCN Layer (FULL)

89.71

70.10

3

+2 A-GCN Layer (FULL) + KV Slot (own)

90.12

70.42

4

+2 A-GCN Layer (FULL) + KV Slot (all)

89.94

70.25

5

+2 A-GCN Layer (FULL) + KV Slot (both)

90.32

70.54

6

+2 A-GCN Layer (L + G)

89.86

70.72

7

+2 A-GCN Layer (L + G) + KV Slot (own)

90.34

70.92

8

+2 A-GCN Layer (L + G) + KV Slot (all)

90.14

70.85

9

+2 A-GCN Layer (L + G) + KV Slot (both)

90.67

70.98