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Benchmarks
Opinion Polarity Classification on MPQA 10-fold (val)
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93.3
Accuracy
AdaSent
73.436
78.593
83.75
88.907
Jun 22, 2015
Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
AdaSent
type=supervised compos...
2015.06
93.3
BRNN
type=supervised compos...
2015.06
90.3
RNN
type=supervised compos...
2015.06
90.1
CNN
type=supervised compos...
2015.06
89.6
combine-skip + NB
classifier=linear mode...
2015.06
87.5
combine-skip
classifier=logistic re...
2015.06
87.1
uni-skip
classifier=logistic re...
2015.06
86.9
cBoW
type=bag-of-words model
2015.06
86.4
NB-SVM
type=bag-of-words model
2015.06
86.3
MNB
type=bag-of-words model
2015.06
86.3
GrConv
type=supervised compos...
2015.06
84.5
bi-skip
classifier=logistic re...
2015.06
83.3
Paragraph-vector
type=unsupervised lear...
2015.06
74.2
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