Linking ImageNet WordNet Synsets with Wikidata

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Authors Finn Γ…rup Nielsen arXiv ID 1803.04349 Category cs.DL: Digital Libraries Cross-listed cs.CL Citations 14 Venue The Web Conference Last Checked 6 months ago
Abstract
The linkage of ImageNet WordNet synsets to Wikidata items will leverage deep learning algorithm with access to a rich multilingual knowledge graph. Here I will describe our on-going efforts in linking the two resources and issues faced in matching the Wikidata and WordNet knowledge graphs. I show an example on how the linkage can be used in a deep learning setting with real-time image classification and labeling in a non-English language and discuss what opportunities lies ahead.
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