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cs.CL2026

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…