Unifying Large Language Models and Knowledge Graphs: A Roadmap

Survey proposing three ways to combine language models and knowledge graphs: KG-enhanced LLMs, LLM-augmented KGs, and the two working together.

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Part of the thread Expressiveness against tractability proposes

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• Knowledge graph concept [src]
• Large language model concept [src]

authored by

• Chen Chen person [src]
• Jiapu Wang person [src1][src2]
• Linhao Luo person [src1][src2]
• Shirui Pan person [src1][src2]
• Xindong Wu person [src1][src2]
• Yufei Wang person [src]