HIAST at QIAS 2025: Retrieval-Augmented LLMs with Top-Hit Web Evidence for Arabic Islamic Reasoning QA

Mohamed Motasim Hamed; Nada Ghneim; Riad Sonbol

HIAST at QIAS 2025: Retrieval-Augmented LLMs with Top-Hit Web Evidence for Arabic Islamic Reasoning QA

Mohamed Motasim Hamed, Nada Ghneim, Riad Sonbol

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Anthology ID:: 2025.arabicnlp-sharedtasks.122
Volume:: Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks
Month:: November
Year:: 2025
Address:: Suzhou, China
Editors:: Kareem Darwish, Ahmed Ali, Ibrahim Abu Farha, Samia Touileb, Imed Zitouni, Ahmed Abdelali, Sharefah Al-Ghamdi, Sakhar Alkhereyf, Wajdi Zaghouani, Salam Khalifa, Badr AlKhamissi, Rawan Almatham, Injy Hamed, Zaid Alyafeai, Areeb Alowisheq, Go Inoue, Khalil Mrini, Waad Alshammari
Venue:: ArabicNLP
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 883–891
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.122/
DOI:
Bibkey:
Cite (ACL):: Mohamed Motasim Hamed, Nada Ghneim, and Riad Sonbol. 2025. HIAST at QIAS 2025: Retrieval-Augmented LLMs with Top-Hit Web Evidence for Arabic Islamic Reasoning QA. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 883–891, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: HIAST at QIAS 2025: Retrieval-Augmented LLMs with Top-Hit Web Evidence for Arabic Islamic Reasoning QA (Motasim Hamed et al., ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.122.pdf

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@inproceedings{motasim-hamed-etal-2025-hiast,
    title = "{HIAST} at {QIAS} 2025: Retrieval-Augmented {LLM}s with Top-Hit Web Evidence for {A}rabic Islamic Reasoning {QA}",
    author = "Motasim Hamed, Mohamed  and
      Ghneim, Nada  and
      Sonbol, Riad",
    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://aclanthology.org/2025.arabicnlp-sharedtasks.122/",
    pages = "883--891",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T HIAST at QIAS 2025: Retrieval-Augmented LLMs with Top-Hit Web Evidence for Arabic Islamic Reasoning QA
%A Motasim Hamed, Mohamed
%A Ghneim, Nada
%A Sonbol, Riad
%Y Darwish, Kareem
%Y Ali, Ahmed
%Y Abu Farha, Ibrahim
%Y Touileb, Samia
%Y Zitouni, Imed
%Y Abdelali, Ahmed
%Y Al-Ghamdi, Sharefah
%Y Alkhereyf, Sakhar
%Y Zaghouani, Wajdi
%Y Khalifa, Salam
%Y AlKhamissi, Badr
%Y Almatham, Rawan
%Y Hamed, Injy
%Y Alyafeai, Zaid
%Y Alowisheq, Areeb
%Y Inoue, Go
%Y Mrini, Khalil
%Y Alshammari, Waad
%S Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks
%D 2025
%8 November
%I Association for Computational Linguistics
%C Suzhou, China
%@ 979-8-89176-356-2
%F motasim-hamed-etal-2025-hiast
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.122/
%P 883-891

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Markdown (Informal)

[HIAST at QIAS 2025: Retrieval-Augmented LLMs with Top-Hit Web Evidence for Arabic Islamic Reasoning QA](https://aclanthology.org/2025.arabicnlp-sharedtasks.122/) (Motasim Hamed et al., ArabicNLP 2025)

HIAST at QIAS 2025: Retrieval-Augmented LLMs with Top-Hit Web Evidence for Arabic Islamic Reasoning QA (Motasim Hamed et al., ArabicNLP 2025)

ACL

Mohamed Motasim Hamed, Nada Ghneim, and Riad Sonbol. 2025. HIAST at QIAS 2025: Retrieval-Augmented LLMs with Top-Hit Web Evidence for Arabic Islamic Reasoning QA. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 883–891, Suzhou, China. Association for Computational Linguistics.