Natural language contents evaluation system for multi-class news categorization using machine learning and transformers
The exponential growth of digital documents has come with rapid progress in text classification techniques in recent years. This paper provides text classification models, which analyze various steps of news classification, where some algorithmic approaches for machine learning, such as Logistic Reg...
- Autores:
-
Marrugo, Duván A
Martinez-Santos, Juan Carlos
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:20.500.12585/12578
- Acceso en línea:
- https://hdl.handle.net/20.500.12585/12578
- Palabra clave:
- Text Classification
Automatic Classification
News Classification
Transformer
Machine Learning
Deep Learning
LEMB
- Rights
- openAccess
- License
- http://purl.org/coar/access_right/c_abf2