A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms

George Papadakis, Nishadi Kirielle, Peter Christen +1

Entity resolution (ER) is the process of identifying records that refer to the same entities within one or across multiple databases. Numerous techniques have been developed to tac…