Assessing Readability with LLMs: The Role of Reasoning and Few-Shot Prompting

Readability assessment is essential for tailoring texts to intended audiences across educational, healthcare, and information retrieval domains. However, traditional readability formulas struggle to generalize across genres and languages, while supervised machine learning models rely on scarce, doma