Multimodal Entity Linking Evaluation Dataset for Art

This dataset encapsulates various entities unique to art, presenting a robust tool tailored to the creation of multi-modal art datasets. We also apply distinct metrics that assess ambiguity and diversity in the data, offering a thorough evaluation of our dataset. We introduce an automated process th...

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Hauptverfasser: Demartini, Gianluca, Le, Thai Linh, Krestel, Ralf, Sierra, Alejandro
Format: Dataset
Sprache:eng
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Beschreibung
Zusammenfassung:This dataset encapsulates various entities unique to art, presenting a robust tool tailored to the creation of multi-modal art datasets. We also apply distinct metrics that assess ambiguity and diversity in the data, offering a thorough evaluation of our dataset. We introduce an automated process that facilitates the generation of art datasets, harnessing data from multiple sources (ArtPedia, Wikidata and Wikimedia Commons) to ensure reliability and comprehensiveness.
DOI:10.48610/76f58a5