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Author

Kazuhiko Kawamoto

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Preprint Aug 2026

What Does Prompt Learning Change? -A Natural-Language Concept Analysis of Vision-Language Models

This work presents PromptSpLiCE, a post-hoc method that expresses each class-conditioned text embedding as a sparse combination of concepts from a fixed natural-language dictionary, using the same dictionary before and after prompt learning to compare changes in their concept profiles.

Ryousuke Kamiya, Hiroshi Kera, Kazuhiko Kawamoto · 0 citations

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