ARAG: An Agent-Based Hybrid Semantic-Lexical Retrieval-Augmented Generation Pipeline for Arabic Texts. - Mushari Alothman; Abdullah Altammami; Muneera Alhoshan; Amal Almazrua; Raghad Al-Rasheed; Rawan N. Al-Matham; Afrah Altamimi; Omar Elnashar; Mohamed Amin; Bayan Almuqhim; Abdulrahman Alosaimy; Abdullah Alfaifi (ACLING, 2025)