Si-Li Xu

Explainable semantic question answering system for cultural heritage: a framework based on a dual-layer knowledge graph and self-RAG-inspired adaptive retrieval—a case study of Liao Dynasty tomb mural costume

This study provides a domain-adaptive reference framework for knowledge association and trustworthy interpretation in complex cultural heritage scenarios, grounded in a dual-layer ontology and adaptive retrieval augmentation.