Fair Personalized Persuasive Generation on Climate new-family Gemma9B student Qwen32B teacher
97.56PBI-GOrig-GM
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Orig-GMStudent=Gemma-2-9B-it2026.06 | 97.56 | 93.41 | 5.11 | 103.85 | 1 | 14 | 49.11 | 59.37 | 98.52 | 0.12 | |
| T32-Pref-Std-GMStudent=Gemma-2-9B-it, Teacher=Qwen2.5-32B-Instruct, Alignment Recipe=Preference-based2026.06 | 94.07 | 93.92 | 4.79 | 14.66 | 4 | 9 | 28.89 | 49.16 | 97.94 | 0.56 | |
| T32-Pref-NLIStable-GMStudent=Gemma-2-9B-it, Teacher=Qwen2.5-32B-Instruct, Alignment Recipe=Preference-based NLI-stable2026.06 | 90.06 | 86.17 | 6.12 | 17.43 | 5 | 7 | 44.9 | 58.31 | 98.26 | 0.11 | |
| T32-M3-GMStudent=Gemma-2-9B-it, Teacher=Qwen2.5-32B-Instruct, Alignment Recipe=Teacher-guided2026.06 | 88.08 | 93.64 | 9.89 | 19.45 | 5 | 6 | 36.01 | 47.56 | 98.1 | 0.67 | |
| T32-M3-Soft-GMStudent=Gemma-2-9B-it, Teacher=Qwen2.5-32B-Instruct, Alignment Recipe=Teacher-guided2026.06 | 87.56 | 84.09 | 11.4 | 25.48 | 6 | 5 | 44.6 | 43.71 | 98.15 | 0.23 | |
| SR-M2-GMStudent=Gemma-2-9B-it, Alignment Recipe=Revision-based2026.06 | 82.57 | 83.16 | 5.17 | 24.96 | 1 | 9 | 46.81 | 53.4 | 97.24 | 0.87 | |
| SR-M3-GMStudent=Gemma-2-9B-it, Alignment Recipe=Revision-based2026.06 | 79.4 | 87.48 | 10.97 | 34.32 | 1 | 9 | 65.81 | 63.84 | 98.23 | 0.14 | |
| T32-M2-GMStudent=Gemma-2-9B-it, Teacher=Qwen2.5-32B-Instruct, Alignment Recipe=Teacher-guided pair-aware training2026.06 | 77.31 | 76.95 | 8.5 | 53.79 | 0 | 16 | 53.77 | 74.18 | 98.48 | 0.08 |