Comprehensive From-Scratch Name Disambiguation with Multi-task Bootstrapping

BOND, a novel end-to-end approach, bootstraps local pairwise similarity learning and global clustering to mutually enhance each other, achieving superior performance in from-scratch name disambiguation.