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Assessing the effects of hyperparameters on knowledge graph embedding quality

Embedding knowledge graphs into low-dimensional spaces is a popular method for applying approaches, such as link prediction or node classification, to these databases. This embedding process is very costly in terms of both computational time and space. Part of the reason for this is the optimisation...

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Detalles Bibliográficos
Autores principales: Lloyd, Oliver, Liu, Yi, R. Gaunt, Tom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10164002/
https://www.ncbi.nlm.nih.gov/pubmed/37168524
http://dx.doi.org/10.1186/s40537-023-00732-5