Legal text classification in Korean sexual offense cases: from traditional machine learning to large language models with XAI insights

The advancement of natural language processing (NLP) has expanded AI-based text classification in the legal domain. However, accurately classifying legal documents remains challenging due to the complexity of legal texts and subtle differences between legal categories.