LMSA at AraGenEval Shared Task: Ensemble-Based Detection of AI-Generated Arabic Text Using Multilingual and Arabic-Specific Models
Kaoutar Zita, Attia Nehar, Abdelkader Khelil, Slimane Bellaouar, Hadda Cherroun
- Anthology ID:
- 2025.arabicnlp-sharedtasks.4
- 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:
- 26–31
- Language:
- URL:
- https://preview.aclanthology.org/ingest-emnlp/2025.arabicnlp-sharedtasks.4/
- DOI:
- Cite (ACL):
- Kaoutar Zita, Attia Nehar, Abdelkader Khelil, Slimane Bellaouar, and Hadda Cherroun. 2025. LMSA at AraGenEval Shared Task: Ensemble-Based Detection of AI-Generated Arabic Text Using Multilingual and Arabic-Specific Models. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 26–31, Suzhou, China. Association for Computational Linguistics.
- Cite (Informal):
- LMSA at AraGenEval Shared Task: Ensemble-Based Detection of AI-Generated Arabic Text Using Multilingual and Arabic-Specific Models (Zita et al., ArabicNLP 2025)
- PDF:
- https://preview.aclanthology.org/ingest-emnlp/2025.arabicnlp-sharedtasks.4.pdf