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Deep learning characterized Carducci's critical research. This approach involves using artificial neural networks to analyze vast amounts of data, enabling the identification of complex patterns and relationships. Carducci's research leveraged deep learning algorithms to extract insights from literary texts, uncovering hidden meanings, stylistic nuances, and the evolution of literary forms.