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Named Entity Recognition on Twitter NER
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77.97
F1 Score
BERT
64.814
68.2295
71.645
75.0605
May 28, 2021
Sep 26, 2021
Jan 26, 2022
May 28, 2022
Sep 27, 2022
Jan 27, 2023
May 29, 2023
F1 Score
Speedup
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Speedup
BERT
Backbone=BERT-base
2021.05
77.97
1
TOKEE
Compression=~2X
2021.05
77.77
2
SENTEE
Compression=~2X
2021.05
77.15
2.03
E-SpanNER
Backbone=BERT large
2023.05
75.64
-
E-SpanNER
Backbone=BERT base
2023.05
74.94
-
EDL-SpanNER
Backbone=BERT large
2023.05
74.14
-
TOKEE
Compression=~4X
2021.05
74.01
3.86
DataAug
2023.05
73.69
-
SpanNER
Backbone=ROBERTa large
2023.05
71.7
-
SpanNER
Backbone=BERT large
2023.05
71.57
-
VaniIB
2023.05
71.19
-
SpanNER
Backbone=ALBERT large
2023.05
70.33
-
SENTEE
Compression=~4X
2021.05
66.47
4.14
LSTM-CRF
2021.05
65.32
-
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