When Uncertainty Isn't Enough: An Empirical Study of Self-Correction in Code Generation

Pranav Rakasi, Maanas Lalwani, Arnav Srivastava +4

Large language models for code generation often produce incorrect solutions without reliable indicators of failure. We study whether uncertainty estimation methods developed for na…