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Author

Pardis Ranjbar-noiey

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Preprint Aug 2026

Behind the [MASK]: Disentangling Representation and Faithfulness in DAPF-Based Dementia Detection

Spoken-language analysis via prompt-based domain-adaptive models is a promising direction for low-resource, non-invasive dementia screening, but such models remain internally opaque. We study the interpretability of the Domain-Adapted models via Prompt-based Fine-tuning (DAPF) framework, which casts dementia detection...

Pardis Ranjbar-noiey, Natalie Parde · 0 citations

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