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Event causality identification on EventStoryLine ESC (test)
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42.2
Precision
LearnDA Full
30.552
33.576
36.6
39.624
Jun 3, 2021
Precision
Recall
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
LearnDA Full
backbone=BERT-Base, au...
2021.06
42.2
69.8
52.6
MM
backbone=BERT-Large
2021.06
41.9
62.5
50.1
MM+Concept Aug
backbone=BERT-Large, a...
2021.06
41.2
66.5
50.9
MM+Aug
backbone=BERT-Large, a...
2021.06
41
69.3
51.5
KnowDis
2021.06
39.7
66.5
49.7
ILP
2021.06
37.4
55.8
44.7
LR+
2021.06
37
45.2
40.7
BERT
backbone=BERT-Base
2021.06
36.1
56
43.9
Seq
2021.06
32.7
44.9
37.8
LSTM
2021.06
31
41.5
37.4
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