Multimodal Lengthy Videos Retrieval Framework and Evaluation Metric. - Mohamed Eltahir; Osamah Sarraj; Mohammed Bremoo; Mohammed Khurd; Abdulrahman Alfrihidi; Taha Alshatiri; Mohammad Almatrafi; Tanveer Hussain (CoRR, 2025)