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arXiv cs.CL·

ReverseMath: Answer Inversion for Scalable and Verifiable Mathematical Problem Generation

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In three linesReverseMath automatically generates new math problems by inverting answer and unknown: mask a numerical value, treat original answer as known condition, rewrite problem so masked value becomes new answer. Detects memorization by comparing performance on original/reversed pairs. Improves mathematical reasoning via data augmentation for RL.
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