Improving Knowledge Graph Embeddings through Contrastive Learning with Negative Statements

Rita T. Sousa, Heiko Paulheim

Knowledge graphs represent information as structured triples and serve as the backbone for a wide range of applications, including question answering, link prediction, and recommen…