Hao Nie

Global Structure and Local Semantics-Preserved Embeddings for Entity Alignment

Entity alignment (EA) aims to identify entities located in different knowledge graphs (KGs) that refer to the same real-world object. To learn the entity representations, most EA approaches rely on either translation-based methods which capture the local relation semantics of entities or graph convo…