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}
}