NU_Internship team at ImageEval 2025: From Zero-Shot to Ensembles: Enhancing Grounded Arabic Image Captioning. - Rana Gaber; Seif Eldin Amgad; Ahmed Sherif Nasri; Mohamed Ibrahim Ragab; Ensaf Hussein Mohamed (ArabicNLP (Shared Tasks), 2025)

MBZUAI at AMIYA Shared Task 2026: Adapting Open-Source LLMs for Dialectal Arabic. - Rana Gaber; Yara Allam; Serag Amin; Ranwa Aly; Bashar Alhafni (VarDial@EAC, 2026)