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Visualization of entity embeddings using the t-SNE package. Each dot represents an entity, with its color indicating node type. From this graph, we can clearly see that KG-Predict, but not the baseline models, can distinguish embeddings of different type of nodes, demonstrating that KG-Predict is able to capture high-level structural information from GP-KG.
