Zarrad, Anis, Jaber Jemai, Yassine Daadaa, and Danyal Abbasi. “NS-RAD: A Neuro-Symbolic Framework for Conflict and Ambiguity Detection in Natural-Language Requirements”. Artificial Intelligence and Applications (September 23, 2026). Accessed October 31, 2026. https://ojs.bonviewpress.com/index.php/AIA/article/view/10263.