Junhong Wan

Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering

Despite their success, large language models (LLMs) suffer from notorious hallucination issue. By introducing external knowledge stored in knowledge graphs (KGs), existing methods use paths as the medium to represent the graph information that send into LLMs. However, paths only contain limited grap…