cs.AI, cs.DS, cs.LG

A Tight Expressivity Hierarchy for GNN-Based Entity Resolution in Master Data Management

arXiv:2603.27154v1 Announce Type: new
Abstract: Entity resolution — identifying database records that refer to the same real-world entity — is naturally modelled on bipartite graphs connecting entity nodes to their attribute values. Applying a messa…