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Text Classification on Yelp Review Full (YRF)
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70
Accuracy
ULMFIT
48.6696
54.2073
59.745
65.2827
Sep 20, 2019
Oct 28, 2020
Dec 7, 2021
Jan 15, 2023
Feb 24, 2024
Apr 3, 2025
May 13, 2026
Accuracy
Updated 20d ago
Evaluation Results
Method
Method
Links
Accuracy
ULMFIT
2019.09
70
DPCNN
2019.09
69.4
DRNN
2019.09
69.1
ULMFiT (Small data)
Training data percenta...
2019.09
67.6
ULMFIT (Tiny data)
Training data percenta...
2019.09
66.3
DC+MFA
2019.09
66
WC-Reg
2019.09
64.9
VDCNN
2019.09
64.7
Sinkhorn teacher (S = 10)
Sequence length=128, S...
2026.05
54.54
ASAP-LS
Sequence length=128, S...
2026.05
54.51
ASAP-KL
Sequence length=128, S...
2026.05
54.46
Transformer
Sequence length=128
2026.05
54.4
DiffTransformer
Sequence length=128
2026.05
54.3
ASAP-LS-0
Sequence length=128, S...
2026.05
53.87
ASAP-KL-0
Sequence length=128, S...
2026.05
53.83
ESPFormer
Sequence length=128
2026.05
49.49
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