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Knowledge graph completion via complex tensor factorization

Published in arXiv (Cornell University) • Jan 1, 2017
NobleIDNI1P47W34R06S19
Authors:
Théo Trouillon
,
Christopher R. Dance
,
Éric Gaussier

Abstract

In statistical relational learning, knowledge graph completion deals with automatically understanding the structure of large knowledge graphs--labeled directed graphs-- and predicting missing relationships--labeled edges. State-of-the-art embedding models propose different trade-offs between modelin...

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