zjukg/KG-LLM-Papers resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

2227 stars · 158 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of research papers integrating knowledge graphs (KGs) and large language models (LLMs), organized into surveys, methods, and resources/benchmarks. It is maintained by the ZJU KG group and accepts community contributions via pull requests.

Use cases

• find papers on knowledge graphs and large language models
• survey research combining KGs with LLMs
• literature review for KG-LLM integration
• find benchmarks for knowledge graph question answering with LLMs
• track recent KG and LLM research papers
• find surveys on knowledge-enhanced language models

When to choose

• you need a curated, categorized reading list on KG-LLM research
• you want to stay current on papers linking knowledge graphs and LLMs
• you are starting research at the intersection of KGs and LLMs

When to avoid

• you need runnable code or a software tool rather than a paper list
• you want exhaustive, automatically updated paper indexing instead of curated selection

Facets

learning-resource · maturity active

documentation artificial-intelligence large-language-models awesome-lists awesome-list paper-list knowledge-graphs llm survey research natural-language-processing web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="zjukg/KG-LLM-Papers")