Rocco Oliveto

Revisiting code readability improvement with LLMs: A critical assessment of fine-tuned models

Assessing whether fine-tuning on available developer readability improvements is actually needed given the recent advances in general-purpose LLMs results in sensibly poorer readability recommendations as compared to LLMs used in a zero-shot setting, with GPT-4.1 being the one achieving the best results.