The usefulness of automated speech and language markers to monitor or predict psychotic symptoms depends on their ability to detect changes in mental state. To date, research linking psychosis and Natural Language Processing (NLP) has been conducted almost exclusively using cross-sectional experimental designs, lim...
S. Just, Shrankhla Pandey, D. Stein et al.· Translational Psychiatry· 0 citations
Large language models (LLMs) with human-like performance on linguistic tasks have transformed the study of language in neurodiverse conditions. LLMs provide representations of linguistic input in the form of high-dimensional vectors (embeddings), and next-token predictions computed from these embeddings. Previous cross...
S. Vallisa, C. Palominos, Rui He et al.· 0 citations
Aphasia is an acquired language disorder marked by substantial individual variability. Quantitative measures of connected speech may clarify how linguistic performance relates to aphasia severity. Semi-spontaneous speech samples from 22 English-speaking adults with aphasia in the APROCSA subcorpus of AphasiaBank were a...
Lvxing Wang· Advances in Humanities Resea...· 0 citations
Introduction: Disturbed interpersonal attunement is a core but poorly operationalised feature of the psychopathology of schizophrenia. Language Style Matching (LSM), the largely unconscious alignment of two speakers' function words during ordinary conversation, offers an observable, dialogue-derived index of this dyadi...
F. Meister, A. Voppel, P. Dzialoszynski et al.· medRxiv· 0 citations
Language trajectories in autism are highly heterogeneous and cannot be captured by unidimensional classifications. Research and clinical practice often rely on verbal/non-verbal or speaking/non-speaking labels, but these categories, when used in isolation, obscure distinct linguistic profiles. Spoken language is also f...
Federica Beccaria, L. Leenen, Marie Kolenberg et al.· Autism Research· 0 citations
Abstract Background and Hypothesis Patients who are at clinical high risk (CHR) for schizophrenia need close monitoring of their symptoms to inform appropriate treatments. The Brief Psychiatric Rating Scale (BPRS) is a validated, commonly used research tool for measuring symptoms in patients with schizophrenia and othe...
Andrew X. Chen, G. Horga, Sean Escola· Schizophrenia bulletin· 0 citations
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