collaborators

1 paper

cs.AI2026

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

Hankyeol Kim, Pilsung Kang

Is verbalized confidence better calibrated than token likelihood? The answer depends on how the token likelihood is measured: which answer is scored, and under which prompt. Publis…