Ralph Ewerth
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126
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Info Retrieval×1Digital Libs×1
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2026
Using Hierarchical Controlled Vocabularies to Understand CLIP Retrieval Failures in Historical Photo Collections
This paper investigates how the structural properties of controlled vocabularies like the Art and Architecture Thesaurus impact the performance of vision-language models like CLIP for content-based image retrieval in GLAM institutions.
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