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

Ruilin Tong, Dong Gong

Large language models (LLMs) increasingly improve their reasoning at test time via additional computation, yet most existing works treat each problem in isolation. When problems ar…