@inproceedings{bouchekif-etal-2026-hallutruthqa, title = "{H}allu{T}ruth{QA}: A Fine-Grained Benchmark for Hallucination Detection, Localization, and Explanation in {A}rabic Question Answering", author = "Bouchekif, Abdessalam and Zighem, Mohammed-En-Nadhir and Eddine Bekhouche, Salah and Telli, Hichem and Eltanbouly, Somaya and Gaben, Shahd and Sbahi, Heba and Rashwani, Samer and al-Khatib, Mutaz and Mohamed, Emad Soliman Ali and Ghaly, Mohammed and Hadid, Abdenour", 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", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.arabicnlp-main.10/", pages = "130--150", ISBN = "979-8-89176-473-6" }