The Need for Robust and Inclusive Benchmarks in Evaluating LLMs on Arabic Text

Lubana Al Rayes, Ashraf Elnagar


Anthology ID:
2025.icnlsp-1.20
Volume:
Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025)
Month:
August
Year:
2025
Address:
Southern Denmark University, Odense, Denmark
Editors:
Mourad Abbas, Tariq Yousef, Lukas Galke
Venue:
ICNLSP
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
196–207
Language:
URL:
https://aclanthology.org/2025.icnlsp-1.20/
DOI:
Bibkey:
Cite (ACL):
Lubana Al Rayes and Ashraf Elnagar. 2025. The Need for Robust and Inclusive Benchmarks in Evaluating LLMs on Arabic Text. In Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025), pages 196–207, Southern Denmark University, Odense, Denmark. Association for Computational Linguistics.
Cite (Informal):
The Need for Robust and Inclusive Benchmarks in Evaluating LLMs on Arabic Text (Rayes & Elnagar, ICNLSP 2025)
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https://aclanthology.org/2025.icnlsp-1.20.pdf