핵심 개념
Knowledge Graph Prompting with MindMap enhances Large Language Models by integrating external knowledge for improved inference and transparency.
통계
LLMs possess outdated knowledge and are inflexible to parameter updating.
LLMs are known to produce hallucinations with plausible-sounding but wrong outputs.
LLMs lack transparency due to their black-box nature.
인용구
"Our method enables LLMs to comprehend KG inputs and infer with a combination of implicit and external knowledge."
"MindMap merges knowledge from LLMs and KGs for combined inference, demonstrating effectiveness and robustness."