Comprehensive Benchmarking of Advanced Text Anonymization Techniques: Evaluating Transformer-based Models, Large Language Models, and Traditional Approaches

This study provides a comprehensive benchmarking of various text anonymization methodologies, focusing on the comparative analysis of modern transformer-based models, Large Language Models (LLMs), and traditional architectures.