Knowledgebra: An Algebraic Learning Framework for Knowledge Graph

Knowledge graph (KG) representation learning aims to encode entities and relations into dense continuous vector spaces such that knowledge contained in a dataset could be consistently represented. Dense embeddings trained from KG datasets benefit a variety of downstream tasks such as KG completion a...

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Bibliographic Details
Main Authors: Tong Yang, Yifei Wang, Long Sha, Jan Engelbrecht, Pengyu Hong
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Machine Learning and Knowledge Extraction
Subjects:
Online Access:https://www.mdpi.com/2504-4990/4/2/19