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Language Models

[ˈlæŋɡwɪdʒ ˈmɑdəlz]
Natural Language Processing
Last updated: December 9, 2024

Definition

AI systems that can predict, generate, and understand human language based on statistical patterns.

Detailed Explanation

Language models are trained on large text corpora to learn the probability distribution of words in a language. Modern language models use neural networks and transformer architectures to understand context and generate coherent text. They can range from simple n-gram models to complex models like GPT and BERT.

Use Cases

Text generation, autocomplete systems, machine translation, chatbots, content creation

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