A Pseudo-Value Approach to Analyze the Semantic Similarity of the Speech of Children With and Without Autism Spectrum Disorder

A Pseudo-Value Approach to Analyze the Semantic Similarity of the Speech of Children With and Without Autism Spectrum Disorder

Conversational impairments are well known among people with autism spectrum disorder (ASD), but their measurement requires time-consuming manual annotation of language samples. Natural language processing (NLP) has shown promise in identifying semantic difficulties when compared to clinician-annotat...

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Bibliographic Details
Main Authors: Joel R. Adams, Alexandra C. Salem, Heather MacFarlane, Rosemary Ingham, Steven D. Bedrick, Eric Fombonne, Jill K. Dolata, Alison Presmanes Hill, Jan van Santen
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Psychology
Subjects:
autism
language disorder
semantics
natural language proceeding
child
statistical methods
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2021.668344/full

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