@inproceedings{amr-abdelaziz-etal-2025-arabic, title = "{A}rabic Mental Health Question Answering: A Multi-Task Approach with Advanced Retrieval-Augmented Generation", author = "Amr AbdelAziz, Abdelaziz and Ahmed Youssef, Mohamed and Mohamed Koritam, Mamdouh and Eldeeb, Marwa and Hussein, Ensaf", 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.27/", pages = "192--197", ISBN = "979-8-89176-356-2" }