Relational Structure-Aware Knowledge Graph Representation in Complex Space

Relational Structure-Aware Knowledge Graph Representation in Complex Space

Relations in knowledge graphs have rich relational structures and various binary relational patterns. Various relation modelling strategies are proposed for embedding knowledge graphs, but they fail to fully capture both features of relations, rich relational structures and various binary relational...

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Bibliographic Details
Main Authors: Ke Sun, Shuo Yu, Ciyuan Peng, Yueru Wang, Osama Alfarraj, Amr Tolba, Feng Xia
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Mathematics
Subjects:
message passing
complex space
knowledge representation learning
link prediction
triple classification
Online Access:https://www.mdpi.com/2227-7390/10/11/1930

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