A deeper look at Graph Embedding RetroFitting

Piotr Bielak, Jakub Binkowski, Albert Sawczyn, Katsiaryna Viarenich, Daria Puchalska, Tomasz Kajdanowicz

Abstract: Highlights•We simplifying the objective function of Graph Embedding Retrofitting•We propose a method for automatic estimation of its hyperparameters•We perform large evaluation (node classification and link prediction)•We demonstrate the competitiveness of the proposed method compared to others•We make our experimental code publicly available to ensure reproducibility