Dialogue Generation on FoCus (val)
41.3Persona ControllabilityControlled DP (Deep)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Controlled DP (Deep)Comparison=Pairwise vs Soft Prompt-tuning, Prompt Module=2-layer transformer decoder2023.07 | 41.3 | 44 | |
| Controlled DP (Deep)Comparison=Pairwise vs Controlled DP (Shallow), Prompt Module=2-layer transformer decoder2023.07 | 29.3 | 41.3 | |
| Prefix-tuningComparison=Pairwise vs Controlled DP (Deep)2023.07 | 26.7 | 8 | |
| Controlled DP (Deep)Comparison=Pairwise vs Prefix-tuning, Prompt Module=2-layer transformer decoder2023.07 | 22.7 | 28 | |
| Controlled DP (Shallow)Comparison=Pairwise vs Controlled DP (Deep), Prompt Module=Embedding layer2023.07 | 21.3 | 9.3 | |
| Soft Prompt-tuningComparison=Pairwise vs Controlled DP (Deep)2023.07 | 5.3 | 13.3 |