Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents

Xuehai Wang, Haowei Qin, Tongxin Liu +6

Autonomous scientific research agents are increasingly applied to end-to-end scientific workflows, including literature review, data analysis, experimentation, and report generatio…