@inproceedings{abu-ahmad-etal-2025-transformer, title = "Transformer Tafsir at {QIAS} 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering", author = "Abu Ahmad, Muhammad and Ballout, Mohamad and Abu Ahmad, Raia and Bruni, Elia", editor = "Darwish, Kareem and Ali, Ahmed and Abu Farha, Ibrahim and Touileb, Samia and Zitouni, Imed and Abdelali, Ahmed and Al-Ghamdi, Sharefah and Alkhereyf, Sakhar and Zaghouani, Wajdi and Khalifa, Salam and AlKhamissi, Badr and Almatham, Rawan and Hamed, Injy and Alyafeai, Zaid and Alowisheq, Areeb and Inoue, Go and Mrini, Khalil and Alshammari, Waad", booktitle = "Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.arabicnlp-sharedtasks.124/", pages = "899--904", ISBN = "979-8-89176-356-2" }