Multi-attribute Controllable Text Generation on Multi-Attribute Control (GPT-2 medium eval set)
0.934Average ScoreFreeCtrl
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FreeCtrlCategory=Learning-free2024.06 | 0.934 | 0.957 | 0.897 | 0.947 | 25.7 | 0.534 | |
| PriorControlCategory=Learning-based2024.06 | 0.899 | 0.88 | 0.874 | 0.943 | 34.7 | 0.555 | |
| DiscreteCategory=Learning-based2024.06 | 0.874 | 0.867 | 0.848 | 0.907 | 28.4 | 0.495 | |
| GeDiCategory=Learning-based2024.06 | 0.814 | 0.761 | 0.738 | 0.942 | 116.6 | 0.751 | |
| Contra. PrefixCategory=Learning-based2024.06 | 0.813 | 0.744 | 0.769 | 0.927 | 31.9 | 0.433 | |
| Mix&MatchCategory=Learning-free2024.06 | 0.797 | 0.735 | 0.699 | 0.958 | 63 | 0.618 | |
| PPLMCategory=Learning-based2024.06 | 0.71 | 0.647 | 0.635 | 0.849 | 62.6 | 0.62 |