A thorough benchmark of automatic text classification: From traditional approaches to large language models

Washington Cunha, Leonardo Rocha, Marcos André Gonçalves

Automatic text classification (ATC) has experienced remarkable advancements in the past decade, best exemplified by recent small and large language models (SLMs and LLMs), leverage…