On the interface between linguistics, computer science and psychiatry: analyzing textual key-factors affecting BERT-based classification of schizophrenia in social media texts

IntroductionThis paper investigates language impairments in schizophrenia (SZ) by analyzing the decision-making process of a transformer-based model in discriminating between texts produced by persons with SZ and persons without SZ. By doing so, we integrate insights from language-centered investiga...

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Ngā kaituhi matua:	J. V. Miranda e Silva, C. Rodrigues, E. Vital Brazil
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Frontiers Media S.A. 2026-04-01
Rangatū:	Frontiers in Artificial Intelligence
Ngā marau:	data filtering discussion topics language Natural Language Processing schizophrenia text length
Urunga tuihono:	https://www.frontiersin.org/articles/10.3389/frai.2026.1781552/full
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