VTKEL: A resource for Visual-Textual-Knowledge Entity Linking
View DatasetShahi Dost;Serafini, Luciano;Rospocher, Marco;Ballan, Lamberto;Sperduti, Alessandro
Description
VTKL dataset, contains documents composed of pictures with five corresponding textual captions for each image. The VTKL dataset is obtained by extending the Flikr30k dataset, designed for visual-textual mention alignment, with links to YAGO ontolgy, one of the largest web knowledge base. These links are obtained automatically by processing each image caption with PIKES, an NLP tool for entity recognition and linking.
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Publication Details
DOI
Publisher
figshare
Subfield
Artificial Intelligence
Field
Computer Science
Domain
Physical Sciences
Confidence Score
97%
Source
Open Alex
Keywords
80305 Multimedia ProgrammingFOS: Computer and information sciences80107 Natural Language ProcessingArtificial Intelligence and Image Processing80104 Computer Vision