Beyond Cultural Knowledge: Evaluating Arabic Cultural Appropriateness of Large Language Models

Enes Altinisik, Hamdy Mubarak, Masoomali Fatehkia +1

Large language models (LLMs) increasingly serve users whose expectations are shaped by their cultural context, yet most cultural evaluations test what a model knows rather than how…