arxiv
PublishedJuly 16, 2026 at 4:00 AM
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Can LLMs Write Reliable Rubrics? A Meta-Evaluation for Experiment Reproduction
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arXiv:2607.12835v1 Announce Type: new Abstract: 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-repository comparison is prone to hallucination. However, constructing paper-spec
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