
Leveraging the Socratic method, we develop SOCREVAL, a novel approach for prompt design that enables large language models like GPT-4 to effectively evaluate the quality of reasoning chains without relying on human-annotated references.


coremsg

large-language-models-with-the-socratic-method-for-efficient-and-robust-reference-free-reasoning-evaluation


Large Language Models with the Socratic Method for Efficient and Robust Reference-Free Reasoning Evaluation
