Author

Zaid Alyafeai

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#artificial intelligence Preprint Sep 2026

AlexandriaX 2026: The First Shared Task on Dialectal Arabic Machine Translation

Dialectal Arabic machine translation (MT) remains challenging despite recent progress in Arabic language technologies, particularly because effective translation requires modeling not only semantic content but also dialectal variation, conversational context, speaker and addressee characteristics, and sociolinguistic a...

Abdellah El Mekki, AbdelRahim A. Elmadany, Samar M. Magdy et al. · 1 citation

Aug 2026

STAR: instruction tuning for Arabic across tasks, datasets, and models

An in-depth evaluation of instruction tuning for Arabic NLP tasks using three prominent LLMs: LLaMA 3.1-8B, AceGPT-v2-8B, and Qwen3-8B shows that instruction tuning consistently improves performance across most tasks, with notable variations in effectiveness across different tasks and prompts.

Maged Saeed Al-shaibani, Zaid Alyafeai, Irfan Ahmad · Language Resources and Evalu... · 0 citations