zjukg/KG-LLM-Papers

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

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Curates research papers across multiple integration paradigms—including KG-enhanced LLM reasoning, LLM-based KG construction, and hallucination mitigation—with categorized collections of surveys, methods, and benchmarking resources. The repository actively tracks emerging approaches like ontology-driven alignment, structural knowledge prompting, and knowledge graph question answering systems, serving as a living index of bidirectional KG-LLM synergies in NLP and knowledge representation.

2,151 stars.

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Maintenance 10 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 19 / 25

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Last pushed

Mar 02, 2026

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