一作ACL 2026Findings· Findings of ACL
Structure-Aware Zero-Shot Relational Learning for Knowledge Graphs without External Knowledge
Kuan Xu · Baoxin Zhang · Shuyue Fan · Ming Chen · Zhipeng Ke · Jian Yu · Xuezhong Zhou
摘要
Zero-shot Relational Learning (ZRL) aims to perform knowledge graph completion when dealing with newly emerging relations without instances of them. However, existing ZRL methods typically depend on external knowledge beyond Knowledge Graphs (KGs), resulting in increased annotation costs and limi...