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Financial Sentiment Classification on Financial PhraseBank 1.0 (All data)
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86
Accuracy
FinBERT
70.4
74.45
78.5
82.55
Aug 27, 2019
Accuracy
Loss
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Loss
F1 Score
FinBERT
Evaluation Protocol=10...
2019.08
86
0.37
84
ULMFit
Evaluation Protocol=10...
2019.08
83
0.41
79
LSTM with ELMo
Evaluation Protocol=10...
2019.08
75
0.72
70
LSTM
Evaluation Protocol=10...
2019.08
71
0.81
64
LPS
Evaluation Protocol=Re...
2019.08
71
-
71
HSC
Evaluation Protocol=Re...
2019.08
71
-
76
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