Same Answer, Different Confidence: Protocol Sensitivity in LLM Confidence Calibration.

arXiv:2605.27752v4 Announce Type: replace Abstract: Large language models (LLM) can state their confidence in an answer (verbalized confidence), or the confidence can be read from the probability of the answer's tokens (token confidence). Comparisons of the tw