Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets

Esma Balkir, Masha Naslidnyk, Dave Palfrey +1

Bilinear models such as DistMult and ComplEx are effective methods for knowledge graph (KG) completion. However, they require large batch sizes, which becomes a performance bottlen…