ISL-NLP at PalmX 2025: Retrieval-Augmented Fine-Tuning for Arabic Cultural Question Answering

Mohamed Gomaa; Noureldin Elmadany

ISL-NLP at PalmX 2025: Retrieval-Augmented Fine-Tuning for Arabic Cultural Question Answering

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Anthology ID:: 2025.arabicnlp-sharedtasks.109
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
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Publisher:: Association for Computational Linguistics
Note:
Pages:: 797–801
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URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.109/
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Cite (ACL):: Mohamed Gomaa and Noureldin Elmadany. 2025. ISL-NLP at PalmX 2025: Retrieval-Augmented Fine-Tuning for Arabic Cultural Question Answering. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 797–801, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: ISL-NLP at PalmX 2025: Retrieval-Augmented Fine-Tuning for Arabic Cultural Question Answering (Gomaa & Elmadany, ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.109.pdf

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@inproceedings{gomaa-elmadany-2025-isl,
    title = "{ISL}-{NLP} at {P}alm{X} 2025: Retrieval-Augmented Fine-Tuning for {A}rabic Cultural Question Answering",
    author = "Gomaa, Mohamed  and
      Elmadany, Noureldin",
    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.109/",
    pages = "797--801",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T ISL-NLP at PalmX 2025: Retrieval-Augmented Fine-Tuning for Arabic Cultural Question Answering
%A Gomaa, Mohamed
%A Elmadany, Noureldin
%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 gomaa-elmadany-2025-isl
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.109/
%P 797-801

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Markdown (Informal)

[ISL-NLP at PalmX 2025: Retrieval-Augmented Fine-Tuning for Arabic Cultural Question Answering](https://aclanthology.org/2025.arabicnlp-sharedtasks.109/) (Gomaa & Elmadany, ArabicNLP 2025)

ISL-NLP at PalmX 2025: Retrieval-Augmented Fine-Tuning for Arabic Cultural Question Answering (Gomaa & Elmadany, ArabicNLP 2025)

ACL

Mohamed Gomaa and Noureldin Elmadany. 2025. ISL-NLP at PalmX 2025: Retrieval-Augmented Fine-Tuning for Arabic Cultural Question Answering. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 797–801, Suzhou, China. Association for Computational Linguistics.