Linking ImageNet WordNet Synsets with Wikidata
This work addresses the integration of knowledge graphs for multilingual AI applications, but it appears incremental as it builds on existing resources.
The paper tackles the problem of linking ImageNet WordNet synsets to Wikidata items to leverage a multilingual knowledge graph for deep learning, showing an example of real-time image classification and labeling in a non-English language.
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.