Article

Elucidating Emotional Patterns in Autism Spectrum Disorder: BERT-Based Analysis Reveals Novel Dimensional Structure

2025-05-16

Abstract excerpt

<h4>Background</h4> Autism spectrum disorder (ASD) is associated with difficulties in emotion recognition and regulation, which complicates clinical support and treatment. While natural language processing (NLP) has enabled automated emotion analysis, few studies have investigated emotion structure in ASD using dimensional approaches. <h4>Objective</h4> To develop a BERT-based model for estimating eight-dimensiona...

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Literature Corpus work: 541f1338-5c8f-517d-a8dc-a2d01afaf286
DOI: 10.1101/2025.05.15.25326247

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