no code implementations • 29 Feb 2024 • Tiroshan Madushanka, Ryutaro Ichise
This comprehensive survey paper systematically reviews various negative sampling (NS) methods and their contributions to the success of KGRL.
1 code implementation • Journal of Intelligent Information Systems 2023 • Tiroshan Madushanka, Ryutaro Ichise
Knowledge Graph Embedding (KGE) translates entities and relations of knowledge graphs (KGs) into a low-dimensional vector space, enabling an efficient way of predicting missing facts.