Controllable Text Generation (Sentiment + Tense) on Yelp (test)
98Accuracy (Sentiment)GPT2-FT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GPT2-FTBackbone=GPT2-large, Supervision=Fully-supervised2022.08 | 98 | 95 | 96.9 | 9 | 36.8 | |
| LATENTOPSBackbone=GPT2-large, Approach=Latent space / VAE2022.08 | 98 | 93 | 95.1 | 25.2 | 19.7 | |
| PPLMBackbone=GPT2-large, Approach=Plug-and-play2022.08 | 81 | 59 | 67.7 | 15.7 | 28.7 | |
| FUDGEBackbone=GPT2-large, Approach=Plug-and-play2022.08 | 67 | 63 | 56.5 | 11 | 35.9 |