Domain-Specific Adaptation of Vision-Language Models for Arabic OCR. - Amr Elkousy; Youssef Elasrigy; Abdelrahman Ammar; Mohamed Ibrahim; Mariam M. N. Aboelwafa (ACLING, 2025)