Papers by Jonathan Guerne
Thesis proposal: COGNILENS: Analyzing Cognitive Decline in Language Models for Alzheimer’s Monitoring (2026.eacl-srw)
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| Challenge: | Existing methods to detect AD and Mild Cognitive Impairment (MCI) are not effective in early stages. |
| Approach: | They propose to develop digital twins of Alzheimer's Disease using language models to mimic functional deficits observed in AD patients. |
| Outcome: | The proposed models will mimic the functional deficits observed in AD patients and evaluate their effects on brain score against the state-of-the-art models. |