Debate to Align: Reliable Entity Alignment through Two-Stage Multi-Agent Debate

Cunda Wang, Ziying Ma, Po Hu +2

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 (L…