MorAI at QIAS 2025: Collaborative LLM via Voting and Retrieval-Augmented Generation for Solving Complex Inheritance Problems

Jihad R’baiti; Chouaib El Hachimi; Youssef Hmamouche; Amal Seghrouchni

MorAI at QIAS 2025: Collaborative LLM via Voting and Retrieval-Augmented Generation for Solving Complex Inheritance Problems

Jihad R’baiti, Chouaib El Hachimi, Youssef Hmamouche, Amal Seghrouchni

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Anthology ID:: 2025.arabicnlp-sharedtasks.131
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:: 947–952
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.131/
DOI:
Bibkey:
Cite (ACL):: Jihad R’baiti, Chouaib El Hachimi, Youssef Hmamouche, and Amal Seghrouchni. 2025. MorAI at QIAS 2025: Collaborative LLM via Voting and Retrieval-Augmented Generation for Solving Complex Inheritance Problems. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 947–952, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: MorAI at QIAS 2025: Collaborative LLM via Voting and Retrieval-Augmented Generation for Solving Complex Inheritance Problems (R’baiti et al., ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.131.pdf

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@inproceedings{rbaiti-etal-2025-morai,
    title = "{M}or{AI} at {QIAS} 2025: Collaborative {LLM} via Voting and Retrieval-Augmented Generation for Solving Complex Inheritance Problems",
    author = "R{'}baiti, Jihad  and
      El Hachimi, Chouaib  and
      Hmamouche, Youssef  and
      Seghrouchni, Amal",
    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.131/",
    pages = "947--952",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T MorAI at QIAS 2025: Collaborative LLM via Voting and Retrieval-Augmented Generation for Solving Complex Inheritance Problems
%A R’baiti, Jihad
%A El Hachimi, Chouaib
%A Hmamouche, Youssef
%A Seghrouchni, Amal
%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 rbaiti-etal-2025-morai
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.131/
%P 947-952

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Markdown (Informal)

[MorAI at QIAS 2025: Collaborative LLM via Voting and Retrieval-Augmented Generation for Solving Complex Inheritance Problems](https://aclanthology.org/2025.arabicnlp-sharedtasks.131/) (R’baiti et al., ArabicNLP 2025)

MorAI at QIAS 2025: Collaborative LLM via Voting and Retrieval-Augmented Generation for Solving Complex Inheritance Problems (R’baiti et al., ArabicNLP 2025)

ACL

Jihad R’baiti, Chouaib El Hachimi, Youssef Hmamouche, and Amal Seghrouchni. 2025. MorAI at QIAS 2025: Collaborative LLM via Voting and Retrieval-Augmented Generation for Solving Complex Inheritance Problems. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 947–952, Suzhou, China. Association for Computational Linguistics.