Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning

Yu Liu, Yanan Cao, Xixun Lin, Yanmin Shang, Shi Wang 0002, Shirui Pan. Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 20970-20984, Association for Computational Linguistics, 2025. [doi]

@inproceedings{LiuCLSWP25,
  title = {Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning},
  author = {Yu Liu and Yanan Cao and Xixun Lin and Yanmin Shang and Shi Wang 0002 and Shirui Pan},
  year = {2025},
  doi = {10.18653/v1/2025.emnlp-main.1061},
  url = {https://doi.org/10.18653/v1/2025.emnlp-main.1061},
  researchr = {https://researchr.org/publication/LiuCLSWP25},
  cites = {0},
  citedby = {0},
  pages = {20970-20984},
  booktitle = {Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025},
  editor = {Christos Christodoulopoulos 0001 and Tanmoy Chakraborty 0002 and Carolyn Rose and Violet Peng},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-332-6},
}