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How do LLMs Compute Verbal Confidence

cs.CL · 2026-03-18 · unverdicted · novelty 6.0

Mechanistic experiments on Gemma 3 27B, Qwen 2.5 7B and Magistral Small 24B show verbal confidence is cached at post-answer positions from answer tokens and captures richer answer-quality information beyond token log-probabilities.

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  • How do LLMs Compute Verbal Confidence cs.CL · 2026-03-18 · unverdicted · none · ref 27

    Mechanistic experiments on Gemma 3 27B, Qwen 2.5 7B and Magistral Small 24B show verbal confidence is cached at post-answer positions from answer tokens and captures richer answer-quality information beyond token log-probabilities.