SaySelf: A Training Framework for Enhancing LLMs' Confidence Expression and Self-Reflection through Rationale Generation

SaySelf is a novel training framework that enhances large language models (LLMs) by enabling them to express fine-grained confidence estimates and generate self-reflective rationales, thereby improving their reliability and trustworthiness.