Abstract
Automatic Text Classification (ATC) has become increasingly relevant for both academic and industrial purposes. Popularly, ATC is a Natural Language Processing (NLP) task performed by Machine Learning (ML), using deep language models that require large amounts of annotated data to achieve satisfactory performance. Large Language Models (LLMs) have been gaining increasing popularity due to…