AraMinds at AraHealthQA 2025: A Retrieval-Augmented Generation System for Fine-Grained Classification and Answer Generation of Arabic Mental Health Q&A

Mohamed Zaytoon; Ahmed Mahmoud Salem; Ahmed Sakr; Hossam Elkordi

doi:10.18653/v1/2025.arabicnlp-sharedtasks.28

AraMinds at AraHealthQA 2025: A Retrieval-Augmented Generation System for Fine-Grained Classification and Answer Generation of Arabic Mental Health Q&A

Mohamed Zaytoon, Ahmed Mahmoud Salem, Ahmed Sakr, Hossam Elkordi

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Anthology ID:: 2025.arabicnlp-sharedtasks.28
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:: SIGARAB
Publisher:: Association for Computational Linguistics
Note:
Pages:: 198–203
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.28/
DOI:: 10.18653/v1/2025.arabicnlp-sharedtasks.28
Bibkey:
Cite (ACL):: Mohamed Zaytoon, Ahmed Mahmoud Salem, Ahmed Sakr, and Hossam Elkordi. 2025. AraMinds at AraHealthQA 2025: A Retrieval-Augmented Generation System for Fine-Grained Classification and Answer Generation of Arabic Mental Health Q&A. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 198–203, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: AraMinds at AraHealthQA 2025: A Retrieval-Augmented Generation System for Fine-Grained Classification and Answer Generation of Arabic Mental Health Q&A (Zaytoon et al., ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.28.pdf

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@inproceedings{zaytoon-etal-2025-araminds,
    title = "{A}ra{M}inds at {A}ra{H}ealth{QA} 2025: A Retrieval-Augmented Generation System for Fine-Grained Classification and Answer Generation of {A}rabic Mental Health {Q}{\&}{A}",
    author = "Zaytoon, Mohamed  and
      Mahmoud Salem, Ahmed  and
      Sakr, Ahmed  and
      Elkordi, Hossam",
    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.28/",
    doi = "10.18653/v1/2025.arabicnlp-sharedtasks.28",
    pages = "198--203",
    ISBN = "979-8-89176-356-2"
}

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%0 Conference Proceedings
%T AraMinds at AraHealthQA 2025: A Retrieval-Augmented Generation System for Fine-Grained Classification and Answer Generation of Arabic Mental Health Q&A
%A Zaytoon, Mohamed
%A Mahmoud Salem, Ahmed
%A Sakr, Ahmed
%A Elkordi, Hossam
%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 zaytoon-etal-2025-araminds
%R 10.18653/v1/2025.arabicnlp-sharedtasks.28
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.28/
%U https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.28
%P 198-203

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Markdown (Informal)

[AraMinds at AraHealthQA 2025: A Retrieval-Augmented Generation System for Fine-Grained Classification and Answer Generation of Arabic Mental Health Q&A](https://aclanthology.org/2025.arabicnlp-sharedtasks.28/) (Zaytoon et al., ArabicNLP 2025)

AraMinds at AraHealthQA 2025: A Retrieval-Augmented Generation System for Fine-Grained Classification and Answer Generation of Arabic Mental Health Q&A (Zaytoon et al., ArabicNLP 2025)

ACL

Mohamed Zaytoon, Ahmed Mahmoud Salem, Ahmed Sakr, and Hossam Elkordi. 2025. AraMinds at AraHealthQA 2025: A Retrieval-Augmented Generation System for Fine-Grained Classification and Answer Generation of Arabic Mental Health Q&A. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 198–203, Suzhou, China. Association for Computational Linguistics.