Large Language Models (LLMs) are sophisticated AI systems trained on extensive text datasets, enabling them to understand context, semantics, and syntax. They can generate coherent, human-like language, perform tasks like translation, summarization, and question-answering, and adapt to various language applications. LLMs have revolutionized natural language processing by providing more accurate and versatile language understanding capabilities.