LGC-CR: Few-shot Knowledge Graph Completion via Local Global Contrastive Learning and LLM-Guided Refinement.

Yiming Xu|Qi Song|Yihan Wang|Wangqiu Zhou|Junli Liang


Anthology ID:DBLP:conf/cikm/XuSWZL25
Volume:Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
Year:2025
Venue:International Conference on Information and Knowledge Management (CIKM)
Publisher:ACM
Pages:3688-3697
URL:https://doi.org/10.1145/3746252.3761000
DOI:https://doi.org/10.1145/3746252.3761000
DBLP:conf/cikm/XuSWZL25
BibTeX:
@inproceedings{xu-2025-lgccr, author = {Yiming Xu and Qi Song and Yihan Wang and Wangqiu Zhou and Junli Liang}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{LGC-CR: Few-shot Knowledge Graph Completion via Local Global Contrastive Learning and LLM-Guided Refinement}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {3688--3697}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761000}, doi = {https://doi.org/10.1145/3746252.3761000} }