Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents
AutoSciRub is presented, an evaluation-first framework that induces a task-specific executable rubric before research execution and uses it to guide execution, criterion-level verification as well as iterative revision.
Xuehai Wang, Hao-Wei Qin, Tong-Xin Liu et al.
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