Linking ImageNet WordNet Synsets with Wikidata
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Abstract (arXiv)
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.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 5 Mar 2018.
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Citing papers per year: 2021: 1; 2022: 0; 2023: 3.
4 papers.
- 2021Visually Grounded Reasoning across Languages and Culturescited by 188
- 2023Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representationscited by 11
- 2023VisionKG: Unleashing the Power of Visual Datasets via Knowledge Graphcited by 5
- 2023Mapping Wordnets on the Fly with Permanent Sense Keyscited by 0
- 2023VisionKG: Unleashing the Power of Visual Datasets via Knowledge Graph24 Sep 2023
- 2023Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations14 Jun 2023
- 2023Mapping Wordnets on the Fly with Permanent Sense Keys3 Mar 2023
- 2021Visually Grounded Reasoning across Languages and Cultures28 Sep 2021