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20232026
most citedWhich is better? Exploring Prompting Strategy For LLM-based Metrics

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cs.AI2026

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

Hankyeol Kim, Pilsung Kang

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 confid…