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F. Sylviana

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Open access Aug 2026

Semantic Specificity Degradation in Zero-Shot Generative Vision-Language Models

By distinguishing general semantic correctness from exact class identification, this evaluation provides a more detailed view of how VLMs preserve different levels of semantic information.

Nahumi Nugrahaningsih, F. Sylviana · 0 citations

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