Hyunjoong Kang

Two Problems in Knowledge Graph Embedding: Non-Exclusive Relation Categories and Zero Gradients

2019

Knowledge graph embedding (KGE) learns latent vector representations of named entities (i.e., vertices) and relations (i.e., edge labels) of knowledge graphs. Herein, we address two problems in KGE. First, relations may belong to one or …