Deep learning has revolutionized the field of natural language processing (NLP), enabling systems to process human language with unprecedented accuracy. Neural networks, particularly those with multiple layers, have proven remarkable at learning complex patterns and relationships within text data. This has led to advancements in a wide range of NLP