Extrapolation over temporal knowledge graph via hyperbolic embedding

Extrapolation over temporal knowledge graph via hyperbolic embedding

Abstract Predicting potential facts in the future, Temporal Knowledge Graph (TKG) extrapolation remains challenging because of the deep dependence between the temporal association and semantic patterns of facts. Intuitively, facts (events) that happened at different timestamps have different influen...

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Bibliographic Details
Main Authors: Yan Jia, Mengqi Lin, Ye Wang, Jianming Li, Kai Chen, Joanna Siebert, Geordie Z. Zhang, Qing Liao
Format: Article
Language:English
Published: Wiley 2023-06-01
Series:CAAI Transactions on Intelligence Technology
Subjects:
extrapolation
hyperbolic embedding
temporal knowledge graph
Online Access:https://doi.org/10.1049/cit2.12186

Internet

https://doi.org/10.1049/cit2.12186

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