Better Retrieval, Limited Clustering Gains: A Controlled Study of Multilingual Company Entity Resolution

Yijiashun Qi, Yuxuan Li, Hanzhe Guo

Company name retrieval and final entity clustering can respond differently to encoder adaptation. We study this dependency through a controlled pipeline: train multilingual E5 enco…