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cs.CL2025
GS-KGC: A Generative Subgraph-based Framework for Knowledge Graph Completion with Large Language Models
Rui Yang, Jiahao Zhu, Jianping Man +3
Knowledge graph completion (KGC) focuses on identifying missing triples in a knowledge graph (KG) , which is crucial for many downstream applications. Given the rapid development o…
cs.CL2024
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement
Rui Yang, Jiahao Zhu, Jianping Man +2
The design and development of text-based knowledge graph completion (KGC) methods leveraging textual entity descriptions are at the forefront of research. These methods involve adv…