Averroes at ImageEval 2025 Shared Task: Advancing Arabic Image Captioning with Augmentation and Two-Stage Generation. - Mariam Saeed; Sarah Elshabrawy; Abdelrahman Hagrass; Mazen Yasser; Ayman Khalafallah (ArabicNLP (Shared Tasks), 2025)