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Universal Knowledge Graph Embeddings

Name: Universal Knowledge Graph Embeddings
Keywords: Wikidata, Knowledge Graph, DBpedia, Embedding

Research datakeyboard_double_arrow_right Dataset 30 Dec 2022Publisher:Zenodo

Authors: Kouagou, N'Dah Jean; Demir, Caglar; Zahera, M. Hamada; Wilke, Adrian; Heindorf, Stefan; Li, Jiayi; Ngomo, Axel-Cyrille Ngonga;

doi: 10.5281/zenodo.7442721 , 10.5281/zenodo.7566020

Universal Knowledge Graph Embeddings

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Abstract

The dataset provides embeddings for entities and relations in DBpedia (English) and Wikidata. The two knowledge graphs are first merged using a novel approach that we developed by leveraging the sameAs links between them. Then, we used the state-of-the-art embedding model ConEx to compute embeddings of the merge. Our embeddings are called universal knowledge graph embeddings.

Related Organizations

University of Paderborn
Germany

Keywords

Wikidata, Knowledge Graph, DBpedia, Embedding

1 Research products, page 1 of 1

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