IRIS: Reusable Identity Representations from Frozen LLMs for Entity Alignment

Xinran Liu, Shengtao Li, Shouqian Shi +2

The paper introduces IRIS, a training-free method that uses frozen large language models to generate stable identity signatures for entities, enabling direct similarity-based align…