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Text Classification on MPQA Opinion Polarity (test)
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93.3
Accuracy
Zhao et al. (2015)
86.02
87.91
89.8
91.69
Sep 8, 2017
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Zhao et al. (2015)
2017.09
93.3
QRNN (k=1)
Size=165k, Optimizer=A...
2017.09
90.2
SRU (8 layers)
Size=502k, Optimizer=A...
2017.09
90.2
SRU (2 layers)
Size=204k, Optimizer=A...
2017.09
90.1
SRU (4 layers)
Size=303k, Optimizer=A...
2017.09
90.1
Kim (2014)
2017.09
89.6
Zhang and Wallace (2017)
2017.09
89.6
QRNN (k=1) + highway
Size=204k, Optimizer=A...
2017.09
89.6
LSTM
Size=352k, Optimizer=A...
2017.09
89.4
CNN
Size=360k, Optimizer=A...
2017.09
89.2
Wang and Manning (2013)
2017.09
86.3
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