Deep learning has revolutionized multitude fields, and natural language processing (NLP) is no exception. Harnessing the power of deep neural networks, algorithms can now analyze human language with unprecedented accuracy and complexity. This shift has opened up a world of opportunities in NLP, enabling applications such as machine translation, se
Neural networks utilize a impressive ability to process complex patterns from data. These architectures, modeled after the structure of the human brain, feature interconnected nodes called neurons organized into levels. Each neuron processes signals, applying weighted sums to generate an output. This iterative mechanism allows neural networks to ex
Deep learning has disrupted 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 powerful at learning complex patterns and relationships within text data. This has led to breakthroughs in a wide range of NLP tasks