MILES: Modular Instruction Memory with Learnable Selection for Self-Improving LLM Reasoning
MILES (Modular Instruction Memory with LEarnable Selection for self-improving LLM reasoning), a framework that dynamically expands step-wise memory and applies correctness-optimized memory composition under realistic test-time constraints, consistently matches or outperforms prior methods while achieving superior accur...