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Author

Vicent Ahuir

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Open access 2026

Incremental Context Expansion and Domain-Adapted Transformers for Early Mental Health Risk Detection in Spanish

Early detection of mental health disorders in Spanish is limited by two main factors: the scarcity of domain-specific Spanish language models and the difficulty of making timely predictions from long, progressively available social media histories. This paper addresses these challenges through four main contributions....

Andreu Casamayor-Segarra, Vicent Ahuir, Antonio Molina-Marco et al. · 0 citations
Jul 2026

Improving Mental Health Screening and Early Risk Detection in Spanish

Three Spanish foundational models specifically adapted to the mental health domain through domain-specific pre-training are introduced and an automatic relabeling methodology designed for early detection, Incremental Context Expansion (ICE), is proposed.

Andreu Casamayor-Segarra, Vicent Ahuir, Antonio Molina-Marco et al. · 0 citations

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