RubricEval: A Scalable Human-LLM Evaluation Framework for Open-Ended Tasks
RubricEval: A Scalable Human-LLM Evaluation Framework for Open-Ended Tasks
Vineel Bhat
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TLDR
This work proposes RubricEval, a human-LLM evaluation framework that scores instructions using instruction-level rubrics and provides interpretable summary feedback to model developers, and implemented two mechanisms for feedback generation that found LLM-generated feedback to be broadly informative and helpful.