NUST Omega at RIRAG 2025: Investigating Context-aware Retrieval and Answer Generations-Lessons and Challenges. - Huma Ameer; Muhammad Hannan Akram; Seemab Latif; Mehwish Fatima (COLING Workshops, 2025)