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...
- 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/