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Sentiment Classification on Yelp Polarity (test)

1.81Error Rate

BERT-ITPT-FiT

Updated 1mo ago

Evaluation Results

Method	Links
BERT-ITPT-FiT 2019.05		1.81
BERT-ITPT-FiT 2019.05		1.92
BERT-FiT 2019.05		2.04
ULMFiT 2019.05		2.16
BERT-FiT 2019.05		2.28
M-ACNN 2017.09		3.89
Self-attentive Embedding 2017.09		3.92
VDCNN 2016.06		4.28
Deep CNN 2017.09		4.28
VDCNN 2016.06		4.35
ngrams 2015.09		4.36
ngrams 2016.06		4.36
ngrams 2017.09		4.36
VDCNN 2016.06		4.5
Deep CNN 2017.09		4.5
ngrams TFIDF 2015.09		4.56
ngrams TFIDF 2017.09		4.56
M-CNN 2017.09		4.58
VDCNN 2016.06		4.63
Full Conv. (large, Th) 2015.09		4.88
VDCNN 2016.06		4.88
Deep CNN 2017.09		4.88
Large word CNN 2017.09		4.89
VDCNN 2016.06		4.96
VDCNN 2016.06		5.01
Lk. Conv. (large, Th) 2015.09		5.03
VDCNN 2016.06		5.05
LSTM 2015.09		5.26
VDCNN 2016.06		5.27
Full Conv. (small, Th) 2015.09		5.42
Small word CNN 2017.09		5.54
Conv. (large, Th) 2015.09		5.82
BoW TFIDF 2015.09		6.34
S-ACNN 2017.09		6.41
BoW 2015.09		7.76
Bag-of-means 2015.09		12.67
S-CNN 2017.09		14.48