Self-Consistency Boosts Calibration for Math Reasoning

Ante Wang, Linfeng Song, Ye Tian +5

Calibration, which establishes the correlation between accuracy and model confidence, is important for LLM development. We design three off-the-shelf calibration methods based on s…