Yundong Kim
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126
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AI×1
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2026
TRACE: Toulmin-based Reasoning Assessment through Constructive Elements for LLM CoT Evaluation
The paper introduces TRACE, a novel metric that evaluates the logical structure of LLM reasoning (CoT) by integrating Toulmin's argumentation theory, demonstrating that sound reasoning structure correlates strongly with final answer accuracy.
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