Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings

Semantic matching models-which assume that entities with similar semantics have similar embeddings-have shown great power in knowledge graph embeddings (KGE). Many existing semantic matching models use inner products in embedding spaces to measure the plausibility of triples and quadruples in static...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 2 vom: 24. Feb., Seite 1652-1667
Auteur principal: Wang, Jie (Auteur)
Autres auteurs: Zhang, Zhanqiu, Shi, Zhihao, Cai, Jianyu, Ji, Shuiwang, Wu, Feng
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article