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Benchmarks
Joint Entity and Relation Extraction on NYT Joint
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95.9
Entity F1
DEEPSTRUCT
59.084
68.642
78.2
87.758
May 21, 2022
Entity F1
Relation F1
Triplet F1
Updated 2d ago
Evaluation Results
Method
Method
Links
Entity F1
Relation F1
Triplet F1
DEEPSTRUCT
mode=w/ finetune
2022.05
95.9
93.3
-
DEEPSTRUCT
mode=multi-task
2022.05
95.4
93.7
-
Yuan et al., 2020
2022.05
94.9
84.6
-
TANL
2022.05
94.9
90.8
-
DEEPSTRUCT
mode=zero-shot
2022.05
60.5
28.6
-
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