Overview of MentalRiskES at IberLEF 2024Early Detection of Mental Disorders Risk in Spanish

  1. Mármol-Romero, Alba María
  2. Moreno-Muñoz, Adrián
  3. Plaza-del-Arco, Flor Miriam
  4. Molina-González, M. Dolores
  5. Martín-Valdivia, M. Teresa
  6. Ureña-López, L. Alfonso
  7. Montejo-Ráez, Arturo
Zeitschrift:
Procesamiento del lenguaje natural

ISSN: 1135-5948

Datum der Publikation: 2024

Nummer: 73

Seiten: 435-448

Art: Artikel

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Andere Publikationen in: Procesamiento del lenguaje natural

Zusammenfassung

This paper presents the MentalRiskES shared task organized at IberLEF 2024, as part of the 40th International Conference of the Spanish Society for Natural Language Processing. This task aims to promote the early detection of mental risk disorders in Spanish. We propose three detection tasks: Task 1 to detect risk for depression or anxiety, Task 2 to detect risk for depression or anxiety but determining contextual risk factors and Task 3 to identify whether a subject is at risk for suicidal ideation. Furthermore, we asked participants to submit measurements of carbon emissions for their systems, emphasizing the need for sustainable natural language processing practices. In this second edition, 28 teams registered, 12 submitted results, and 10 presented papers. Most teams experimented with Transformers, including features, data augmentation, and preprocessing techniques.

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Fuente de los datos: Dialnet