Faithful Reasoning Using Large Language Models

Abstract

We present a method for faithful reasoning with LLMs that produces verifiable reasoning chains. The approach separates reasoning into selection and inference steps, enabling verification of each step.

Key Contributions

• →Selection-inference reasoning
• →Verifiable reasoning chains
• →Faithful reasoning methodology

Topics