Depression symptoms modelling from social media text: an LLM driven semi-supervised learning approach.

A fundamental component of user-level social media language based clinical depression modelling is depression symptoms detection (DSD). Unfortunately, there does not exist any DSD dataset that reflects both the clinical insights and the distribution of depression symptoms from the samples of self-di...

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Publicado en:	Language Resources & Evaluation Vol. 58; no. 3; pp. 1013 - 1042
Autores principales:	Farruque, Nawshad, Goebel, Randy, Sivapalan, Sudhakar, Zaïane, Osmar R.
Formato:	Artículo
Publicado:	Springer Nature Sep2024
Materias:	Language models Supervised learning Mental depression Social media
Acceso en línea:	Ver este registro en EBSCOhost