Attribute-enhanced text generation on SST-5 (200-Pos)
98.7Positive Realization (%)GENhance
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GENhanceLatent Smoothing=true, Cycle-consistency=true, top-K ranking pool=10002021.07 | 98.7 | 49.7 | 90.5 | 44.33 | |
| GENhanceLatent Smoothing=true, Cycle-consistency=false, top-K ranking pool=10002021.07 | 91.3 | 23.6 | 101 | 16.62 | |
| Baseline Gen-Disctop-K ranking pool=10002021.07 | 90.6 | 26.7 | 63.9 | 14.2 | |
| GENhanceLatent Smoothing=false, Cycle-consistency=false, top-K ranking pool=10002021.07 | 88.2 | 21.5 | 125 | 15.44 | |
| MCMC-T5top-K ranking pool=10002021.07 | 54.8 | 10.8 | 224 | 4.58 | |
| MCMC-Randomtop-K ranking pool=10002021.07 | 17.6 | 0.5 | 49,696 | 0.17 |