pdf bibStar at PalmX 2025: Arabic Cultural Understanding via Targeted Pretraining and Lightweight Fine-tuningEman Elrefai | Esraa Khaled | Alhassan EhabProceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks