A Calibrated Reflection Approach for Enhancing Confidence Estimation in LLMs
A Calibrated Reflection approach for enhancing confidence estimation in LLMs, a framework that combines structured reasoning with distance-aware calibration technique and a distance-aware calibration technique that accounts for ordinal relationships between labels is presented.
Umesh Bodhwani, Yuan Ling, Shujing Dong et al.
· Proceedings of the 5th Works... · 6 citations
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