transformer models

Deep Learning for NLP Applications: Use Cases, Models, Benefits, Challenges & Future Trends

Deep learning has transformed natural language processing by enabling machines to understand context, meaning, and intent with high accuracy. This article explains major NLP models, transformer architectures, real-world applications, development frameworks, challenges, and future innovations shaping language intelligence systems.