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Is There More Pattern in Knowledge Graph? Exploring Proximity Pattern for Knowledge Graph Embedding
[article]
2021
arXiv
pre-print
Modeling of relation pattern is the core focus of previous Knowledge Graph Embedding works, which represents how one entity is related to another semantically by some explicit relation. However, there is a more natural and intuitive relevancy among entities being always ignored, which is that how one entity is close to another semantically, without the consideration of any explicit relation. We name such semantic phenomenon in knowledge graph as proximity pattern. In this work, we explore the
arXiv:2110.00720v1
fatcat:ipkjfjirynelvf2xt7wiejpafe