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KG-LLM-Papers

Awesome License: MIT

What can LLMs do for KGs? Or, in other words, what role can KG play in the era of LLMs?

🙌 This repository collects papers integrating knowledge graphs (KGs) and large language models (LLMs).

😎 Welcome to recommend missing papers through Pull Requests.

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🔔 News

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Content


Papers

Surveys

Method

Resources and Benchmarking

Contribution

👥 Contributors

<a href="https://github.com/zjukg/KG-LLM-Papers/graphs/contributors"> <img src="https://contrib.rocks/image?repo=zjukg/KG-LLM-Papers" /> </a>

🎉 Contributing ( welcome ! )

Don't worry if you put something wrong, they will be fixed for you. Just feel free to contribute and promote your awesome work here! 🤩 We'll get back to you in time ~ 😉

Star History Chart

🤝 Cite:

If this Repo is helpful to you, please consider citing our paper. We would greatly appreciate it :)

@article{DBLP:journals/corr/abs-2311-06503,
  author       = {Yichi Zhang and
                  Zhuo Chen and
                  Yin Fang and
                  Lei Cheng and
                  Yanxi Lu and
                  Fangming Li and
                  Wen Zhang and
                  Huajun Chen},
  title        = {Knowledgeable Preference Alignment for LLMs in Domain-specific Question
                  Answering},
  journal      = {CoRR},
  volume       = {abs/2311.06503},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2310-06671,
  author       = {Yichi Zhang and
                  Zhuo Chen and
                  Wen Zhang and
                  Huajun Chen},
  title        = {Making Large Language Models Perform Better in Knowledge Graph Completion},
  journal      = {CoRR},
  volume       = {abs/2310.06671},
  year         = {2023}
}