@inproceedings{alansari-etal-2026-halluscoring, title = "Halluscoring 2026: The First Shared Task on {LLM} Hallucination Detection Answer Verification", author = "Alansari, Aisha and Bouchekif, Abdessalam and Hasanaath, Ahmed Abul and Eddine Bekhouche, Salah and Alkhorasani, Malak and Zighem, Mohammed-En-Nadhir and Ezzini, Saad and Telli, Hichem and Al-Khalifa, Hend and Abdul-Mageed, Muhammad and Hadid, Abdenour and Luqman, Hamzah", 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.137/", pages = "1106--1119", ISBN = "979-8-89176-497-2" }