Duván-Andrés Marrugo-Tobón, Juan Carlos Martínez Santos, Edwin Puertas. Natural Language Content Evaluation System For Multiclass Detection of Hate Speech in Tweets Using Transformers. In Manuel Montes-y-Gómez, Francisco Rangel, Salud María Jiménez Zafra, Marco Casavantes, Begoña Altuna, Miguel Ángel Álvarez Carmona, Gemma Bel Enguix, Luis Chiruzzo, Iker de la Iglesia, Hugo Jair Escalante, Miguel Ángel García Cumbreras, José Antonio García-Díaz, José Ángel González Barba, Roberto Labadie Tamayo, Salvador Lima, Pablo Moral, Flor Miriam Plaza del Arco, Rafael Valencia-García, editors, Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), Jaén, Spain, September 26, 2023. Volume 3496 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]