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| Title: | Interlinguistic analysis for Hate Speech classification models |
| Authors: | BRANDÃO, Lucas Nascimento |
| Keywords: | Discurso de ódio; Processamento de Linguagem Natural; Transferência de Aprendizado; Aprendizado de Máquina; Português; Espanhol |
| Issue Date: | 15-Jan-2026 |
| Citation: | BRANDAO, Lucas Nascimento. Interlinguistic analysis for Hate Speech classification models. 2026. Trabalho de Conclusão de Curso (Graduação) - Curso de Engenharia da Computação, Universidade Federal de Pernambuco, Recife, 2026. |
| Abstract: | Hate speech has become an increasingly prominent topic, character ized by the use of language intended to insult, intimidate, or harass individ uals based on racial, cultural, or other protected characteristics. This study aims to employ a multilingual approach to analyze the performance of BERT based models—specifically BETOandBERTimbau—inRioplatenseSpanishand Brazilian Portuguese. The results demonstrated satisfactory performance for the models in their respective languages. Notably, the BETO model showed effec tive performance on Portuguese data, particularly regarding appearance-based hate speech. |
| URI: | https://repositorio.ufpe.br/handle/123456789/68775 |
| Appears in Collections: | (TCC) - Engenharia da Computação |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| TCC Lucas Nascimento Brandão.pdf | 1.5 MB | Adobe PDF |  View/Open |
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