Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models. - Farida Helmy Eldessouky; Nourhan Ehab; Carolin Schindler; Mervat Abuelkheir; Wolfgang Minker (COLING Workshops, 2025)