Can LLMs Write Reliable Rubrics? A Meta-Evaluation for Experiment Reproduction

Hanhua Hong, Yizhi Li, Jiaoyan Chen +4

Rubric-based evaluation is a promising approach for assessing open-ended outputs from LLM-based research agents, particularly in paper reproduction, where direct paper-to-repositor…