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Machine Translation

[məˈʃin trænsˈleɪʃən]
Natural Language Processing
Last updated: December 9, 2024

Definition

Automated translation of text or speech from one language to another.

Detailed Explanation

Machine translation systems use various approaches including statistical methods and neural networks to translate between languages. Modern systems use sequence-to-sequence models with attention mechanisms to maintain context and meaning across languages, often achieving near-human-level translation quality.

Use Cases

International business communication, website localization, real-time translation services, cross-language information retrieval

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