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Nested Named Entity Recognition on ACE 2005 8:1:1 split (test)
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87.05
F1 Score
Sequence-to-Set Network
69.838
74.3065
78.775
83.2435
May 19, 2021
F1 Score
Precision
Recall
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Precision
Recall
Sequence-to-Set Network
backbone=BERT-Large
2021.05
87.05
87.48
86.63
Yu et al.
year=2020, backbone=BE...
2021.05
85.4
85.2
85.6
Jue et al.
year=2020, backbone=BE...
2021.05
84.66
83.95
85.39
Straková et al.
year=2019
2021.05
84.33
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-
Shibuya and Hovy
year=2019
2021.05
82.7
82.98
82.42
Luo and Zhao
year=2020
2021.05
75.1
75
75.2
Lin et al.
year=2019
2021.05
74.9
76.2
73.6
Katiyar and Cardie
year=2018
2021.05
70.5
70.6
70.4
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