ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning. Luo, L., Ju, J., Xiong, B., Li, Y., Haffari, G., & Pan, S. In Wu, X., Spiliopoulou, M., Wang, C., Kumar, V., Cao, L., Wu, Y., Yao, Y., & Wu, Z., editors, Advances in Knowledge Discovery and Data Mining - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025, Proceedings, Part II, volume 15871, of Lecture Notes in Computer Science, pages 314–325, 2025. Springer.
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning [link]Paper  doi  bibtex   
@inproceedings{DBLP:conf/pakdd/LuoJXLHP25,
  author       = {Linhao Luo and
                  Jiaxin Ju and
                  Bo Xiong and
                  Yuan{-}Fang Li and
                  Gholamreza Haffari and
                  Shirui Pan},
  editor       = {Xintao Wu and
                  Myra Spiliopoulou and
                  Can Wang and
                  Vipin Kumar and
                  Longbing Cao and
                  Yanqiu Wu and
                  Yu Yao and
                  Zhangkai Wu},
  title        = {ChatRule: Mining Logical Rules with Large Language Models for Knowledge
                  Graph Reasoning},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 29th Pacific-Asia
                  Conference on Knowledge Discovery and Data Mining, {PAKDD} 2025, Sydney,
                  NSW, Australia, June 10-13, 2025, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15871},
  pages        = {314--325},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-981-96-8173-0\_25},
  doi          = {10.1007/978-981-96-8173-0\_25},
  timestamp    = {Sun, 06 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/LuoJXLHP25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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