@inproceedings{sibaee-etal-2026-namaa, title = "{NAMAA} Community at the {BAREC} Shared Task 2026: Ordinal-Aware Training for Fine-Grained {A}rabic Readability Assessment Beyond Architectural Scale", author = "Sibaee, Serry and Al Jallad, Khloud and Elhosiny, Israa and Mohamed Emad Elden, Fatimah and Nacar, Omer", editor = "Abdul-Mageed, Muhammad and Elsayed, Tamer and Bouamor, Houda and El-Beltagy, Samhaa and Al-Khalifa, Hend and Abdelali, Ahmed and Elmadany, AbdelRahim and El Mekki, Abdellah and Darwish, Kareem and Alkhereyf, Sakhar and Luqman, Hamzah and Khalifa, Salam and Magdy, Samar and Alyafeai, Zaid and Hamed, Injy and Zaghouani, Wajdi and Zitouni, Imed", booktitle = "Proceedings of The Fourth {A}rabic Natural Language Processing Conference: Shared Tasks", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.arabicnlp-sharedtasks.23/", pages = "198--208", ISBN = "979-8-89176-497-2" }