Text documents with entity annotations using YAGO, Wikidata, and Crunchbase as knowledge graphs
We have extended a widely-used gold standard data set, KORE 50, to not only accommodate NERD tasks for DBpedia, but also for YAGO, Wikidata and Crunchbase. As such, our data set, KORE 50^DYWC, allows for a broader spectrum of evaluation. Among others, the knowledge graph agnosticity of NERD systems may be evaluated which, to the best of our knowledge, was not possible until now for this number of knowledge graphs.
inproceedingsKristian Noullet, Rico Mix, Michael Färber
KORE 50^DYWC: An Evaluation Data Set for Entity Linking Based on DBpedia, YAGO, Wikidata and Crunchbase
Proceedings of the 12th Conference on Language Resources and Evaluation (LREC'20), European Language Resources Association (ELRA)