Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation

Zeyuan Yang, Peng Li, Yang Liu

Large Language Models (LLMs) have showcased impressive performance. However, due to their inability to capture relationships among samples, these frozen LLMs inevitably keep repeat…