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4.3. Reflection Checkpoint: NLP Mastery

Before proceeding, ensure you can answer these questions:

  1. What's the difference between entity recognition and entity linking?
    • Recognition: Identifies entities by type
    • Linking: Connects entities to knowledge base articles
  2. What three values does language detection return?
    • Language name, ISO code, and confidence score (NaN if unknown)
  3. What type of translation does Azure Translator support?
    • Text-to-text only
  4. What does tokenization mean in speech synthesis?
    • Breaking text into individual words for phonetic assignment
  5. Can audio files be used to create knowledge base Q&As?
    • No, only web pages, documents, and manual entry