English

Linking ImageNet WordNet Synsets with Wikidata

Digital Libraries 2018-03-13 v1 Computation and Language

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.

Keywords

Cite

@article{arxiv.1803.04349,
  title  = {Linking ImageNet WordNet Synsets with Wikidata},
  author = {Finn Årup Nielsen},
  journal= {arXiv preprint arXiv:1803.04349},
  year   = {2018}
}

Comments

6 pages, Wiki Workshop 2018

R2 v1 2026-06-23T00:50:04.518Z