# Linking ImageNet WordNet Synsets with Wikidata

Source: [Linking ImageNet WordNet Synsets with Wikidata](<https://www.sota2.com/research/paper/68fa642a1e209131cea03112>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2025-10-25T20:58:11.540Z

Authors: Finn {\\AA}rup Nielsen

Published: 2018-03-05T17:07:44.000Z

## 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.

## Recorded benchmark results

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Original sources and implementation

[Original paper](<https://arxiv.org/abs/1803.04349>)

[PDF](<https://arxiv.org/pdf/1803.04349.pdf>)