Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation 事件

Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation arXiv:2602.03619v2 Announce Type: replace Abstract: Nowadays, developing reliable DeepResearch-style long-form report generation remains challenging, as training and evaluation lack verifiable reward signals. Accordingly, rubric-based evaluation has become a common practice. However, existing approaches either rely on coarse, pre-defined rubrics that lack sufficient granularity or depend on manually constr