/Entity-Resolution

HierMatcher+ is a deep learning model for entity resolution (ER). It uses BERT in a feature based approach together with HierMatcher in order to effictively solve the homogeneous, dirty and hetetrogeneous ER problem. HierMatcher+ outperforms HierMatcher by up to 9.57%. Pytorch is used for the implementation.

Primary LanguagePython

HierMatcher+

HierMatcher+ is a deep learning model for entity resolution (ER). It uses BERT in a feature based approach together with HierMatcher in order to effictively solve the homogeneous, dirty and hetetrogeneous ER problem. HierMatcher+ outperforms HierMatcher by up to 9.57%. Pytorch is used for the implementation.