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Benchmarks
Sentiment Classification on CR (10-fold cross-validation)
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86.3
Accuracy
AdaSent
77.564
79.832
82.1
84.368
Jun 22, 2015
Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
AdaSent
type=supervised compos...
2015.06
86.3
CNN
type=supervised compos...
2015.06
85
BRNN
type=supervised compos...
2015.06
82.6
RNN
type=supervised compos...
2015.06
82.3
NB-SVM
type=bag-of-words model
2015.06
81.8
GrConv
type=supervised compos...
2015.06
81.3
combine-skip + NB
classifier=linear mode...
2015.06
81.3
combine-skip
classifier=logistic re...
2015.06
80.1
MNB
type=bag-of-words model
2015.06
80
cBoW
type=bag-of-words model
2015.06
79.9
uni-skip
classifier=logistic re...
2015.06
79.3
Paragraph-vector
type=unsupervised lear...
2015.06
78.1
bi-skip
classifier=logistic re...
2015.06
77.9
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