Ensemble-Based Uncertainty Estimation for Code Correctness Estimation

Yunxiang Wei, Tianlin Li, Yuwei Zheng +6

Large language models (LLMs) have demonstrated remarkable capabilities in generating programs from natural language descriptions, yet ensuring their correctness without an external…