AIDAVANCE at the NTCIR-18 FinArg-2 Task: Making the Most ofSmall Language Models. - Hugo Dutra; Leonardo Martinho; Gabriel Assis; Jonnathan Carvalho; Aline Paes (NTCIR, 2025)