How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback

M Huang, C Bu, Y He, X Wu - arxiv preprint arxiv:2501.15378, 2025 - arxiv.org
Knowledge Graph (KG)-augmented Large Language Models (LLMs) have recently
propelled significant advances in complex reasoning tasks, thanks to their broad domain …