Deep learning has disrupted the field of natural language processing (NLP), enabling models to understand 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 innovations in a wide range of NLP tas