Wembedder: Wikidata entity embedding web service

Finn Årup Nielsen

AbstractI present a web service for querying an embedding of entities in the Wikidata knowledge graph. The embedding is trained on the Wikidata dump using Gensim's Word2Vec implementation and a simple graph walk. A REST API is implemented. Together with the Wikidata API the web services exposes a multilingual resource for over 600'000 Wikidata items and properties.
KeywordsWikidata, embedding, RDF, web service
TypeMisc [Other]
PublisherDepartment of Applied Mathmatics and Computer Science, Technical University of Denmark
AddressBuilding 321, DK-2800 Kgs. Lyngby
Electronic version(s)[pdf]
BibTeX data [bibtex]
IMM Group(s)Intelligent Signal Processing

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