HUMAIN at IslamicEval 2025 Shared Task 1: A Three-Stage LLM-Based Pipeline for Detecting and Correcting Hallucinations in Quran and Hadith

Arwa Omayrah, Sakhar Alkhereyf, Ahmed Abdelali, Abdulmohsen Al-Thubaity, Jeril Kuriakose, Ibrahim AbdulMajeed


Anthology ID:
2025.arabicnlp-sharedtasks.70
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:
509–514
Language:
URL:
https://preview.aclanthology.org/ingest-emnlp/2025.arabicnlp-sharedtasks.70/
DOI:
Bibkey:
Cite (ACL):
Arwa Omayrah, Sakhar Alkhereyf, Ahmed Abdelali, Abdulmohsen Al-Thubaity, Jeril Kuriakose, and Ibrahim AbdulMajeed. 2025. HUMAIN at IslamicEval 2025 Shared Task 1: A Three-Stage LLM-Based Pipeline for Detecting and Correcting Hallucinations in Quran and Hadith. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 509–514, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):
HUMAIN at IslamicEval 2025 Shared Task 1: A Three-Stage LLM-Based Pipeline for Detecting and Correcting Hallucinations in Quran and Hadith (Omayrah et al., ArabicNLP 2025)
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PDF:
https://preview.aclanthology.org/ingest-emnlp/2025.arabicnlp-sharedtasks.70.pdf