14 citations · 38 across the 8 of their papers we have counts for
3 papers · 1 filter
Message Passing Query Embedding
Daniel Daza, Michael Cochez
Recent works on representation learning for Knowledge Graphs have moved beyond the problem of link prediction, to answering queries of an arbitrary structure. Existing methods are…
Leveraging Knowledge Graph Embedding Techniques for Industry 4.0 Use Cases
Martina Garofalo, Maria Angela Pellegrino, Abdulrahman Altabba +1
Industry is evolving towards Industry 4.0, which holds the promise of increased flexibility in manufacturing, better quality and improved productivity. A core actor of this growth…
A First Experiment on Including Text Literals in KGloVe
Michael Cochez, Martina Garofalo, Jérôme Lenßen +1
Graph embedding models produce embedding vectors for entities and relations in Knowledge Graphs, often without taking literal properties into account. We show an initial idea based…