A Reference-Free Score for Detecting Silent Reasoning Failures in Large Language Models

Vivek Shukla, Varun Shukla, Atul +2

Mathematical chain of thought (CoT) evaluation is commonly reduced to whether the final answer matches a reference. This conflates producing a correct conclusion with producing a v…