BurhanAI at IslamicEval 2025 Shared Task: Combating Hallucinations in LLMs for Islamic Content; Evaluation, Correction, and Retrieval-Based Solution

Arij Al Adel; Abu Bakr Soliman; Mohamed Sakher Sawan; Rahaf Al-Najjar; Sameh Amin

BurhanAI at IslamicEval 2025 Shared Task: Combating Hallucinations in LLMs for Islamic Content; Evaluation, Correction, and Retrieval-Based Solution

Arij Al Adel, Abu Bakr Soliman, Mohamed Sakher Sawan, Rahaf Al-Najjar, Sameh Amin

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Anthology ID:: 2025.arabicnlp-sharedtasks.69
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:: 503–508
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.69/
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Cite (ACL):: Arij Al Adel, Abu Bakr Soliman, Mohamed Sakher Sawan, Rahaf Al-Najjar, and Sameh Amin. 2025. BurhanAI at IslamicEval 2025 Shared Task: Combating Hallucinations in LLMs for Islamic Content; Evaluation, Correction, and Retrieval-Based Solution. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 503–508, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: BurhanAI at IslamicEval 2025 Shared Task: Combating Hallucinations in LLMs for Islamic Content; Evaluation, Correction, and Retrieval-Based Solution (Al Adel et al., ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.69.pdf

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@inproceedings{al-adel-etal-2025-burhanai,
    title = "{B}urhan{AI} at {I}slamic{E}val 2025 Shared Task: Combating Hallucinations in {LLM}s for Islamic Content; Evaluation, Correction, and Retrieval-Based Solution",
    author = "Al Adel, Arij  and
      Bakr Soliman, Abu  and
      Sakher Sawan, Mohamed  and
      Al-Najjar, Rahaf  and
      Amin, Sameh",
    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.69/",
    pages = "503--508",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T BurhanAI at IslamicEval 2025 Shared Task: Combating Hallucinations in LLMs for Islamic Content; Evaluation, Correction, and Retrieval-Based Solution
%A Al Adel, Arij
%A Bakr Soliman, Abu
%A Sakher Sawan, Mohamed
%A Al-Najjar, Rahaf
%A Amin, Sameh
%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 al-adel-etal-2025-burhanai
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.69/
%P 503-508

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Markdown (Informal)

[BurhanAI at IslamicEval 2025 Shared Task: Combating Hallucinations in LLMs for Islamic Content; Evaluation, Correction, and Retrieval-Based Solution](https://aclanthology.org/2025.arabicnlp-sharedtasks.69/) (Al Adel et al., ArabicNLP 2025)

BurhanAI at IslamicEval 2025 Shared Task: Combating Hallucinations in LLMs for Islamic Content; Evaluation, Correction, and Retrieval-Based Solution (Al Adel et al., ArabicNLP 2025)

ACL

Arij Al Adel, Abu Bakr Soliman, Mohamed Sakher Sawan, Rahaf Al-Najjar, and Sameh Amin. 2025. BurhanAI at IslamicEval 2025 Shared Task: Combating Hallucinations in LLMs for Islamic Content; Evaluation, Correction, and Retrieval-Based Solution. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 503–508, Suzhou, China. Association for Computational Linguistics.