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

arXiv:2610.05573v2 Announce Type: replace Abstract: Company name retrieval and final entity clustering can respond differently to encoder adaptation. We study this dependency through a controlled pipeline: train multilingual E5 encoders with matched positive e