An Exploratory Study of Bayesian Prompt Optimization for Test-Driven Code Generation with Large Language Models

Shlok Tomar, Aryan Deshwal, Ethan Villalovoz +3

We consider the task of generating functionally correct code using large language models (LLMs). The correctness of generated code is influenced by the prompt used to query the giv…