@inproceedings{el-mekki-etal-2026-alexandria, title = "Alexandria: A Multi-Domain Dialectal {A}rabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse {LLM}s", author = "EL Mekki, Abdellah and Magdy, Samar M. and Atou, Houdaifa and AbuHweidi, Ruwa and Qawasmeh, Baraah and Nacar, Omer and Al-hibiri, Thikra and Saadie, Razan and Alsayadi, Hamzah A. and Hammouda, Nadia Ghezaiel and Alkhazimi, Alshima Mohammed and Hamod, Aya and Al-Ghafri, Al-Yas Yaqoob and El-Sayed, Wesam and al Sharji, Asila Ismail and Ballout, Mohamad and Belfathi, Anas and Ghaddar, Karim and Sibaee, Serry and Aoun, Alaa and Aseri, Aeej Mohammed and Abureesh, Lina and Bashiti, Ahlam and Yousef, Majdal and Hafiz, Abdulaziz and Mohamed, Yehdih and Hamedtou, Emira and Emehah, Brakehe and Alhamouri, Rahaf and Nafea, Youssef and El Aatar, Aya and Al-Dhabyani, Walid and Hamed, Emhemed S. and Shatnawi, Sara and Alwajih, Fakhraddin and Elkhidir, Khalid and Alasmari, Ashwag and Gerrio, Abdurrahman and Alshahri, Omar Said and Elmadany, AbdelRahim A. and Berrada, Ismail and Al-kathiri, Amir Azad Adli and Zaraket, Fadi and Jarrar, Mustafa and EL Hadj, Yahya Mohamed and Alhuzali, Hassan and Abdul-Mageed, Muhammad", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1503/", pages = "32567--32592", ISBN = "979-8-89176-390-6" }