Sentiment Classification on Rotten Tomatoes (test)
16.6Test Error RateAdversarial + Virtual Adversarial
Evaluation results
| Method | Links | |
|---|---|---|
| Adversarial + Virtual Adversarialadversarial training=true, virtual adversarial training=true2016.05 | 16.6 | |
| SA-LSTMunlabeled data source=Amazon reviews2016.05 | 16.7 | |
| Adversarialadversarial training=true2016.05 | 16.8 | |
| AdaSentpretrained embeddings=word2vec Google News2016.05 | 16.9 | |
| Baseline2016.05 | 17.9 | |
| CNNpretrained embeddings=word2vec Google News2016.05 | 18.5 | |
| Virtual Adversarialvirtual adversarial training=true2016.05 | 19.1 | |
| NBSVM-bigrams2016.05 | 20.6 |