Augusto Cesar Miranda, Matheus Utino, Marcos Paulo Gôlo, Marcela Aparecida Santos, and Mariana Souza. 2025. Reducing Costs in Large-Scale Classification: A Hybrid BERT–LLM Strategy. In Anais Estendidos do XXXVII International Symposium on Computer Architecture and High Performance Computing, outubro 28, 2025, Bonito/MS, Brasil. SBC, Porto Alegre, Brasil, 131-138.