Araújo, Leonardo, and Didier Vega-Oliveros.
" Beyond Retrieval: Bidirectional Neuro-Symbolic Validation for Reliable Graph-RAG." <em>Anais do XIV Symposium on Knowledge Discovery, Mining and Learning,
Cuiabá/MT, 2026</em>. SBC, 2026,  
pp.57-64.