2 papers
cs.CL2025
Beyond surface form: A pipeline for semantic analysis in Alzheimer's Disease detection from spontaneous speech
Dylan Phelps, Rodrigo Wilkens, Edward Gow-Smith +6
Alzheimer's Disease (AD) is a progressive neurodegenerative condition that adversely affects cognitive abilities. Language-related changes can be automatically identified through t…
cs.CL2024
A Methodology for Explainable Large Language Models with Integrated Gradients and Linguistic Analysis in Text Classification
Marina Ribeiro, Bárbara Malcorra, Natália B. Mota +4
Neurological disorders that affect speech production, such as Alzheimer's Disease (AD), significantly impact the lives of both patients and caregivers, whether through social, psyc…