@inproceedings{rayes-elnagar-2025-need, title = "The Need for Robust and Inclusive Benchmarks in Evaluating {LLM}s on {A}rabic Text", author = "Rayes, Lubana Al and Elnagar, Ashraf", editor = "Abbas, Mourad and Yousef, Tariq and Galke, Lukas", booktitle = "Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025)", month = aug, year = "2025", address = "Southern Denmark University, Odense, Denmark", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.icnlsp-1.20/", pages = "196--207" }