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Financial Sentiment Classification on Financial PhraseBank Data with 100% agreement 1.0
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97
Accuracy
FinBERT
78.28
83.14
88
92.86
Aug 27, 2019
Accuracy
Loss
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Loss
F1 Score
FinBERT
Evaluation Protocol=10...
2019.08
97
0.13
95
ULMFit
Evaluation Protocol=10...
2019.08
93
0.2
91
FinSSLX
Evaluation Protocol=Re...
2019.08
91
-
88
LSTM with ELMo
Evaluation Protocol=10...
2019.08
84
0.5
77
HSC
Evaluation Protocol=Re...
2019.08
83
-
86
LSTM
Evaluation Protocol=10...
2019.08
81
0.57
74
LPS
Evaluation Protocol=Re...
2019.08
79
-
80
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