Automated depression detection in text data: leveraging lexical features, phonesthemes embedding, and roberta transformer model

Indexed keywords SciVal Topics Metrics Funding details Abstract Depression is a prevalent mental disorder characterized by persistent sadness, lack of interest, and diminished pleasure. Detecting depression is crucial for timely intervention and support. In this paper, we address the task of depress...

Full description

Autores:
Martinez, Elizabeth
Cuadrado, Juan
Martinez-Santos, Juan Carlos
Peña, Daniel
Puertas, Edwin
Tipo de recurso:
Fecha de publicación:
2023
Institución:
Universidad Tecnológica de Bolívar
Repositorio:
Repositorio Institucional UTB
Idioma:
eng
OAI Identifier:
oai:repositorio.utb.edu.co:20.500.12585/12583
Acceso en línea:
https://hdl.handle.net/20.500.12585/12583
https://ceur-ws.org/Vol-3496/mentalriskes-paper15.pdf
Palabra clave:
Depression
Lexical Features
Mental Risk
Phonesthemes Embedding
Transformers
LEMB
Rights
openAccess
License
http://creativecommons.org/licenses/by-nc-nd/4.0/