Multi-attribute Controlled Text Generation on CompM-CTG (Hold-Out)
0.696Dist-3 (i.d.)Con.Prefix
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Con.PrefixMethod category=Joint-Training based2024.04 | 0.696 | 0.727 | |
| DCGMethod category=Joint-Training based2024.04 | 0.694 | 0.716 | |
| FudgeMethod category=Decoding-Time based2024.04 | 0.652 | 0.621 | |
| CatPromptMethod category=Joint-Training based2024.04 | 0.636 | 0.656 | |
| CTRLMethod category=Joint-Training based2024.04 | 0.623 | 0.634 | |
| PPLMMethod category=Decoding-Time based2024.04 | 0.622 | 0.694 | |
| PriorMethod category=Separate-Training based2024.04 | 0.547 | 0.548 | |
| Dis-LensMethod category=Separate-Training based2024.04 | 0.466 | 0.462 | |
| LLaMA-2Method category=LLM+In-context Learning2024.04 | 0.43 | 0.577 | |
| ChatGPTMethod category=LLM+In-context Learning2024.04 | 0.408 | 0.66 |