一作ACL 2026Findings· Findings of ACL
Debate to Align: Reliable Entity Alignment through Two-Stage Multi-Agent Debate
Cunda Wang · Ziying Ma · Po Hu · Weihua Wang · Feilong Bao
摘要
Entity alignment (EA) aims to identify entities referring to the same real-world object across different knowledge graphs (KGs). Recent approaches based on large language models (LLMs) typically obtain entity embeddings through knowledge representation learning and use embedding similarity to ide...