Amanda Manfredini and Karin Becker. 2026. Semantic Macro-Themes in Sertanejo Universitário Lyrics: Topic Modeling with BERTopic. In Proceedings of the 14th Symposium on Knowledge Discovery, Mining and Learning, October 19, 2026, Cuiabá/MT, Brasil. SBC, Porto Alegre, Brasil, 217-224. DOI: https://doi.org/10.5753/kdmile.2026.32005.