Papers by Maya Zadok
Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness (2025.findings-emnlp)
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| Challenge: | a new study examines how dementia is perceived by non-experts . human perception of dementia is inconsistent and relies on a narrow set of cues compared to LLMs based on broader clinical patterns . |
| Approach: | They propose a method that uses LLMs to extract high-level, expert-guided features . human perception of dementia is inconsistent and relies on a narrow set of cues, they say . |
| Outcome: | The proposed method analyzes picture descriptions to assess whether they were produced by non-experts or by nonexperts. |