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Machine Translation

Machine Translation is a solution for automatically translating text or speech from one language to another while preserving meaning and context.

Key Capabilities Used

Features

  • Neural machine translation
  • Language pair handling
  • Context preservation
  • Domain adaptation
  • Quality estimation

Use Cases

  • Document translation
  • Website localization
  • Real-time translation
  • Subtitle generation
  • Cross-lingual search

Technologies

  • Transformer models
  • Attention mechanisms
  • Parallel corpora
  • Beam search
  • Transfer learning

Tools