# zjukg/KG-LLM-Papers

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

Repository: https://github.com/zjukg/KG-LLM-Papers
Canonical: https://ross.abutalabs.com/products/kg-llm-papers
License: MIT
License Family: permissive
Topics: awsome-list, commonsense, gpt, knowledge, knowledge-graph, language-models, large-language-models, llm, nlp, paper-list, prompt, survey, awesome, awesome-kg, awesome-llm
Last push: 2026-03-02T20:23:03+00:00

## Health v2 (maintenance only)
Score: 61/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 70, release rhythm 35, longevity 84
- inputs: {"age_days": 1178, "days_push": 184, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2227, forks 158 (observed 2026-08-28T04:06:28.854171+00:00)

## What it is
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
- artifact type: learning-resource
- maturity: active
- function: documentation
- domain: artificial-intelligence, large-language-models, awesome-lists
- platform: -
- tags: awesome-list, paper-list, knowledge-graphs, llm, survey, research, natural-language-processing, web-server

## Member repositories
- zjukg/KG-LLM-Papers (main) score 61

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:28.854171+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:44:52.144096+00:00, confidence not recorded.
  - readme: https://github.com/zjukg/KG-LLM-Papers (fetched 2026-08-28T04:06:28.854171+00:00, sha 658099a479ac)
- Data as of 2026-08-30T08:39:29.467469+00:00.