@inproceedings{hossain-afli-2025-adapt-mtu,
    title = "{ADAPT}{--}{MTU} {HAI} at {QIAS}2025: Dual-Expert {LLM} Fine-Tuning and Constrained Decoding for {A}rabic Islamic Inheritance Reasoning",
    author = "Hossain, Shehenaz  and
      Afli, Haithem",
    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/6589-fix-bug-reordering-bulk-corrections-from-2025-11-14/2025.arabicnlp-sharedtasks.127/",
    doi = "10.18653/v1/2025.arabicnlp-sharedtasks.127",
    pages = "923--928",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}