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chain of thought 1counterfactual testing 1large language models 1mathematical reasoning 1reasoning evaluation 1reference-free metrics 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CR2026

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

Vivek Shukla, Varun Shukla, Atul +2

The paper proposes the Reasoning Answer Faithfulness Score (RAFS), a reference‑free metric that evaluates whether a large language model’s mathematical chain‑of‑thought trace is lo…