作者位次 #2/4ACL 2026Findings· Findings of ACL
MAKI : Multi-layer Aligned Knowledge Injection for Structure-aware Knowledge Graph Completion with Large Language Models
Zhiwen Xie · Xin Wang · Guangyou Zhou · Derek F. Wong
摘要
Recent advances in large language models (LLMs) have shown strong potential for knowledge graph completion (KGC). However, existing LLM-based approaches often struggle to effectively capture the structural information in knowledge graphs (KGs), leading to suboptimal reasoning performance. To addr...