Static Analysis as a Feedback Loop: Enhancing LLM-Generated Code Beyond Correctness

Scott Blyth, Sherlock A. Licorish, Christoph Treude +1

Large language models (LLMs) have demonstrated impressive capabilities in code generation, achieving high scores on benchmarks such as HumanEval and MBPP. However, these benchmarks…