Seonglae ChoVerbalized Confidence Triggers Self-Verification: Emergent...
Uncertainty calibration is essential for the safe deployment of large language models (LLMs), particularly when users rely on verbalized confidence estimates. While prior work has focused on...
https://arxiv.org/abs/2506.03723
How do LLMs Compute Verbal Confidence
Verbal confidence -- prompting LLMs to state their confidence as a number or category -- is widely used to extract uncertainty estimates from black-box models. However, how LLMs internally...
https://arxiv.org/abs/2603.17839
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