An Empirical Analysis of Static Analysis Methods for Detection and Mitigation of Code Library Hallucinations

Clarissa Miranda-Pena, Andrew Reeson, Cécile Paris +2

Despite extensive research, Large Language Models continue to hallucinate when generating code, particularly when using libraries. On NL-to-code benchmarks that require library use…