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...

Full description

Autores:
Marrugo Tobón, Duván Andrés
Martínez Santos, Juan Carlos
Puertas Del Castillo, Edwin Alexander
Tipo de recurso:
Article of journal
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