Natural language content evaluation system for multiclass detection of hate speech in tweets using transformers

In natural language processing, accurate categorization of tweets, including detecting hate speech, plays a pivotal role in efficient information organization and analysis. This paper presents a Natural Language Contents Evaluation System specifically tailored for multi-class tweet categorization, f...

Full description

Autores:
Marrugo-Tobón, Duván Andres
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:20.500.12585/12581
Acceso en línea:
https://hdl.handle.net/20.500.12585/12581
https://ceur-ws.org/Vol-3496/homomex-paper4.pdf
Palabra clave:
BERT
DistilBERT
Feature extraction
Hate speech detection
Natural language processing
Transformers
Tweet categorization
LEMB
Rights
openAccess
License
http://creativecommons.org/licenses/by-nc-nd/4.0/