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MILES: Modular Instruction Memory with Learnable Selection for Self-Improving LLM Reasoning

arXiv cs.CL · 2026-07-09 Cached

MILES is a framework that improves LLM reasoning by dynamically expanding step-wise memory with learnable selection heads, achieving better accuracy-efficiency tradeoffs.

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