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C. Demirlek

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#natural language process... Preprint Sep 2026

Psychosis involves a deficit of information compression in connected speech

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

Jul 2026

A comprehensive investigation of social cognition across different stages of psychosis: A staging model comparison including familial high-risk, ultra high-risk, first episode and chronic patients.

ToM, and to a lesser extent SK, shows stage-ordered differences and significant clinical links, whereas SP, ER, and AB exhibit relatively flatter stage profiles across the psychosis spectrum.

M. Eyuboglu, C. Demirlek, M. Demir et al. · Schizophrenia Research · 0 citations