MarĂ­lia Silva, Vitor de Oliveira, and Thiago Pardo. 2023. A Sentiment Analysis Benchmark for Automated Machine Learning Applications and a Proof of Concept in Hate Speech Detection. In Proceedings of the 14th Brazilian Symposium in Information and Human Language Technology, September 25, 2023, Belo Horizonte/MG, Brasil. SBC, Porto Alegre, Brasil, 199-206. DOI: https://doi.org/10.5753/stil.2023.234176.