Query Recommendation on OPPO Xiaobu Online AB (test)
1,113,871Click NumberToolRec
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ToolRecBackbone=Qwen-3-14B, Alignment Strategy=Context-aware tool retrieval alignment2026.06 | 1,113,871 | 31.98 | 95.7 | |
| Vanilla KTOBackbone=Qwen-3-14B, Alignment Strategy=Kahneman-Tversky Optimization2026.06 | 1,100,807 | 31.67 | 95.6 | |
| SFTBackbone=Qwen-3-14B, Alignment Strategy=Supervised Fine-Tuning2026.06 | 1,069,529 | 30.98 | 95.9 | |
| BaseBackbone=Qwen-3-14B, Alignment Strategy=None2026.06 | 1,063,499 | 30.95 | 97.1 |