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Benchmarks
Event Argument Extraction on RAMS (test)
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52.32
Span F1
SCPRG
38.7792
42.2946
45.81
49.3254
Oct 8, 2023
Span F1
Head F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
Span F1
Head F1
SCPRG
Backbone=RoBERTa-large
2023.10
52.32
59.66
TSAR
Model Size=large
2023.10
51.18
58.53
SCPRG
Backbone=BERT-base
2023.10
48.94
56.1
BART-Gen
Backbone=BART-large
2023.10
48.64
57.32
TSAR
Model Size=base
2023.10
48.06
55.04
FEAE
2023.10
47.4
-
Two-Step
TCD=true
2023.10
41.8
49.7
BERT-CRF
Backbone=BERT, TCD=true
2023.10
40.5
48
Two-Step
2023.10
40.1
47.7
BERT-CRF
Backbone=BERT
2023.10
39.3
47.1
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