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Pattern aware knowledge graph embedding

Published in OPUS Publication Server of the University of Stuttgart (University of Stuttgart) • Jan 1, 2026
NobleIDNI2P678W627R777S775
Authors:
Mojtaba Nayyeri

Abstract

Knowledge Graphs (KGs) represent knowledge via relationships among entities. KGs play a vital role in various AI systems. KG embeddings (KGEs) map entities and relationships into a vector spaces. These embeddings are widely used for link prediction. KGs exhibit relational (e.g., symmetry) and struct...

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