Preprint
Aug 2026
ExeCRE: Execution-Consistency Guided Reliability Estimation for Self-Correcting Code Generation
ExeCRE is an Execution-Consistency guided code Reliability Estimation framework that estimates code reliability by statistically analyzing consistency patterns in execution outputs over a large number of randomly generated inputs, and applies the Dawid-Skene model to infer latent code reliability.
Yirui Dong, Richong Zhang, Fanshuang Kong et al.
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