Turn-level Language Generation on Counseling Session Dataset turn-level
59.12ROUGE-1Example-based
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Example-based2025.02 | 59.12 | 48.84 | 58.31 | 93.54 | |
| Consistent Client Simulation Frameworkground truth states, actions, and selected information=true2025.02 | 29.69 | 20.19 | 28.75 | 90.46 | |
| Consistent Client Simulation Frameworkmode=standard2025.02 | 17.73 | 9.13 | 15.13 | 87.13 | |
| Pro+Act-based2025.02 | 17.04 | 4.22 | 13.93 | 86.72 | |
| Profile-based2025.02 | 13.79 | 3.18 | 9.9 | 85.5 | |
| Base2025.02 | 13.27 | 2.55 | 10.03 | 85.59 |