Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering

Muhammad Abu Ahmad; Mohamad Ballout; Raia Abu Ahmad; Elia Bruni

Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering

Muhammad Abu Ahmad, Mohamad Ballout, Raia Abu Ahmad, Elia Bruni

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Anthology ID:: 2025.arabicnlp-sharedtasks.124
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:: 899–904
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.124/
DOI:
Bibkey:
Cite (ACL):: Muhammad Abu Ahmad, Mohamad Ballout, Raia Abu Ahmad, and Elia Bruni. 2025. Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 899–904, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering (Abu Ahmad et al., ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.124.pdf

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@inproceedings{abu-ahmad-etal-2025-transformer,
    title = "Transformer Tafsir at {QIAS} 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering",
    author = "Abu Ahmad, Muhammad  and
      Ballout, Mohamad  and
      Abu Ahmad, Raia  and
      Bruni, Elia",
    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.124/",
    pages = "899--904",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering
%A Abu Ahmad, Muhammad
%A Ballout, Mohamad
%A Abu Ahmad, Raia
%A Bruni, Elia
%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 abu-ahmad-etal-2025-transformer
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.124/
%P 899-904

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Markdown (Informal)

[Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering](https://aclanthology.org/2025.arabicnlp-sharedtasks.124/) (Abu Ahmad et al., ArabicNLP 2025)

Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering (Abu Ahmad et al., ArabicNLP 2025)

ACL

Muhammad Abu Ahmad, Mohamad Ballout, Raia Abu Ahmad, and Elia Bruni. 2025. Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 899–904, Suzhou, China. Association for Computational Linguistics.