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ResearchFormerly WizWand

Sentiment Classification on SST-1 (Accuracy)

48.7AccuracyParagraph-Vec
42.9844.46545.9547.435Aug 25, 2014
Updated 8mo ago

Evaluation results

MethodLinks
Paragraph-Vec2014.0848.7
DCNN2014.0848.5
CNN-non-staticword vectors=fine-tuned pre-trained (word2vec)2014.0848
CNN-multichannelword vectors=pre-trained (word2vec), channels=22014.0847.4
RNTN2014.0845.7
CNN-staticword vectors=static pre-trained (word2vec)2014.0845.5
CNN-randword vectors=randomly initialized2014.0845
MV-RNN2014.0844.4
RAE2014.0843.2