A Rubric Reward Model evaluates LLM reasoning steps against problem rubrics to reduce Miracle Steps and improve verified math performance over outcome-only rewards.
Thus, the student effectively computed(P −1)2(S6), which is the coordinate ofS 4, but they labeled it asS 0
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Curing Miracle Steps in LLM Mathematical Reasoning with Rubric Rewards
A Rubric Reward Model evaluates LLM reasoning steps against problem rubrics to reduce Miracle Steps and improve verified math performance over outcome-only rewards.