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Semantic Role Labeling on CoNLL 12
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97.2
Micro F1
DEEPSTRUCT
66
74.1
82.2
90.3
May 21, 2022
Jul 11, 2022
Sep 1, 2022
Oct 23, 2022
Dec 14, 2022
Feb 4, 2023
Mar 28, 2023
Micro F1
Updated 2d ago
Evaluation Results
Method
Method
Links
Micro F1
DEEPSTRUCT
training protocol=mult...
2022.05
97.2
DEEPSTRUCT
training protocol=w/ f...
2022.05
96
TANL
2022.05
87.7
TANL
training protocol=mult...
2022.05
87.7
Full Fine-tuning
Base Model=RoBERTa-large
2023.03
86.5
BERT SRL
2022.05
86.5
Zero-init.
Base Model=RoBERTa-large
2023.03
85.2
P-tuning V2 (reproduced)
Base Model=RoBERTa-lar...
2023.03
84.7
P-tuning V2
Base Model=RoBERTa-large
2023.03
84.6
Dep and Span
2022.05
83.1
P-tuning
Base Model=RoBERTa-large
2023.03
67.2
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