Personalized Text Generation on Reddit Topic Writing
95.4Accuracy (User-level, GT)PARL-0
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| PARL-0Optimization=Scoring function only2026.05 | 95.4 | 97.2 | 98.5 | 50.5 | 81.8 | 97.1 | 98.2 | 97.1 | 0.031 | 100 | |
| LM-8BModel=Qwen3-8B2026.05 | 89.2 | 42.2 | 61.5 | 50.6 | 70.7 | 80.3 | 89.1 | 89.9 | 0.007 | 75 | |
| PARL-BOptimization=Margin-only reward (RB)2026.05 | 86 | 10.1 | 23.4 | 18.4 | 30 | 79 | 48.4 | 82.4 | 0.036 | 99.4 | |
| PARL-AOptimization=GT-scaled reward (RA)2026.05 | 84.8 | 21.9 | 26.7 | 19.6 | 29.6 | 76 | 26.8 | 77 | 0.078 | 99.9 | |
| LM-235BModel=Qwen3-235B-A22B-Instruct2026.05 | 84 | 37.1 | 53.1 | 40.8 | 61.7 | 76.4 | 79.8 | 83.6 | 0.004 | 81.5 |