ISM maintains a self-refined bank of verified strategy schemas to support continual mathematical reasoning in frozen LLMs, outperforming baselines with 64-86% fewer schemas on MATH-Hard and OlympiadBench.
arXiv preprint arXiv:2511.14961 , year=
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ISM:Self-Improving Strategy Memory for Continual Mathematical Reasoning
ISM maintains a self-refined bank of verified strategy schemas to support continual mathematical reasoning in frozen LLMs, outperforming baselines with 64-86% fewer schemas on MATH-Hard and OlympiadBench.