Sentiment Classification on SST-1 (Accuracy)
48.7AccuracyParagraph-Vec
Evaluation Results
| Method | Links | |
|---|---|---|
| Paragraph-Vec2014.08 | 48.7 | |
| DCNN2014.08 | 48.5 | |
| CNN-non-staticword vectors=fine-tuned pre-trained (word2vec)2014.08 | 48 | |
| CNN-multichannelword vectors=pre-trained (word2vec), channels=22014.08 | 47.4 | |
| RNTN2014.08 | 45.7 | |
| CNN-staticword vectors=static pre-trained (word2vec)2014.08 | 45.5 | |
| CNN-randword vectors=randomly initialized2014.08 | 45 | |
| MV-RNN2014.08 | 44.4 | |
| RAE2014.08 | 43.2 |