Refactoring Python Code with LLM-Based Multi-Agent Systems: An Empirical Study in ML Software Projects

Alexander Puma Pucho, Alexandre Mello Ferreira, Elder José Reioli Cirilo, Bruno B. P. Cafeo. Refactoring Python Code with LLM-Based Multi-Agent Systems: An Empirical Study in ML Software Projects. In Leopoldo Teixeira, Silvia R. Vergilio, Edna Dias Canedo, Marcelo de Almeida Maia, Ivan Machado 0001, Monalessa Barcellos, Cleidson R. B. de Souza, Thelma Elita Colanzi, César França, Karina Kohl, editors, Proceedings of the 39th Brazilian Symposium on Software Engineering, SBES 2025, Recife, Brazil, September 22-26, 2025. pages 678-684, SBC, 2025. [doi]

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