Multi-aspect Controllable Text Generation on CompMCTG Overall Summary Average 1.0
79.82Aavg ScoreCon. Prefix
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Con. PrefixApproach Type=Joint-Training based2024.04 | 79.82 | 82.32 | 8.99 | |
| DCGApproach Type=Joint-Training based2024.04 | 76.49 | 60.38 | 8.76 | |
| CTRLApproach Type=Joint-Training based2024.04 | 76.17 | 51.92 | 7.46 | |
| Dis-LensApproach Type=Separate-Training based2024.04 | 72.19 | 105.58 | 22.3 | |
| PriorApproach Type=Separate-Training based2024.04 | 65.14 | 107.5 | 34.11 | |
| CatPromptApproach Type=Joint-Training based2024.04 | 59.39 | 76.69 | 12.98 | |
| ChatGPTApproach Type=LLM+In-context Learning2024.04 | 54.04 | 18.26 | 13 | |
| LLAMA-2Approach Type=LLM+In-context Learning2024.04 | 54.01 | 25.92 | 33.97 | |
| FudgeApproach Type=Decoding-Time based2024.04 | 52.05 | 201.76 | 28.25 | |
| PPLMApproach Type=Decoding-Time based2024.04 | 40.89 | 328.45 | 3.66 |