MM-BRIGHT: A Multi-Task Multimodal Benchmark for Reasoning-Intensive Retrieval. - Abdelrahman Abdallah; Mohamed Darwish Mounis; Mahmoud Abdalla; Mahmoud SalahEldin Kasem; Mostafa Farouk Senussi; Mohamed Mahmoud; Mohammed Ali; Adam Jatowt; Hyun-Soo Kang 001 (CoRR, 2026)

BRIDGE: Multimodal-to-Text Retrieval via Reinforcement-Learned Query Alignment. - Mohamed Darwish Mounis; Mohamed Mahmoud; Shaimaa Sedek; Mahmoud Abdalla; Mahmoud SalahEldin Kasem; Abdelrahman Abdallah; Hyun Soo Kang 001 (CoRR, 2026)