Regino, André, AND Reis, Julio. " Enhancing Knowledge Graphs with Large Language Models: Contributions to E-commerce Question Answering Systems" Companion Proceedings of the Brazilian Symposium on Multimedia and the Web (WebMedia) [Online], (10 November 2025)