LSECG: LLM-based semantic enhancement and context-guided GNNs in multi-hop KGQA
Jul 2026 · International Journal of Machine Learning and Cybernetics · Vol 17 · 0 citations
· 55 references
Computer Science
TL;DR
This paper proposes the LLM-based Semantic Enhancement and Context-Guided GNNs (LSECG) framework that integrates GNNs with large language model semantic parsing, achieving context-sensitive semantic representation through large model semantic enhancement and feature extraction modules.