CGES: Confidence-Guided Early Stopping for Efficient and Accurate Self-Consistency

Ehsan Aghazadeh, Ahmad Ghasemi, Hedyeh Beyhaghi +1

Large language models (LLMs) are often queried multiple times at test time, with predictions aggregated by majority vote. While effective, this self-consistency (Wang et al., 2023)…