Multi-attribute Controlled Text Generation on CompM-CTG ACD
0.682Dist-3 (i.d.)Con.Prefix
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Con.PrefixMethod category=Joint-Training based2024.04 | 0.682 | 0.717 | |
| CatPromptMethod category=Joint-Training based2024.04 | 0.677 | 0.688 | |
| DCGMethod category=Joint-Training based2024.04 | 0.675 | 0.695 | |
| FudgeMethod category=Decoding-Time based2024.04 | 0.625 | 0.587 | |
| PPLMMethod category=Decoding-Time based2024.04 | 0.621 | 0.617 | |
| CTRLMethod category=Joint-Training based2024.04 | 0.616 | 0.622 | |
| PriorMethod category=Separate-Training based2024.04 | 0.539 | 0.54 | |
| LLaMA-2Method category=LLM+In-context Learning2024.04 | 0.456 | 0.451 | |
| Dis-LensMethod category=Separate-Training based2024.04 | 0.454 | 0.427 | |
| ChatGPTMethod category=LLM+In-context Learning2024.04 | 0.451 | 0.457 |