seukgcode / MELBench

Multimodal entity linking (MEL) aims to utilize multimodal information to map mentions to corresponding entities defined in knowledge bases. We release three MEL datasets: Weibo-MEL, Wikidata-MEL and Richpedia-MEL, containing 25,602, 18,880 and 17,806 samples from social media, encyclopedia and multimodal knowledge graphs respectively. A MEL dataset construction approach is proposed, including five stages: multimodal information extraction, mention extraction, entity extraction, triple construction and dataset construction. Experiment results demonstrate the usability of the datasets and the distinguishability between baseline models.

Date Created 2021-07-03 (3 years ago)

Commits 12 (last one 3 years ago)

Stargazers 80 (0 this week)

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There have been 1 release, the latest one was published on 2021-07-03 (3 years ago)

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multimodal entity-linking knowledge-graph

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updated: 2024-11-06 @ 01:10am, id: 382542174 / R_kgDOFs0hXg