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Azure AI Fundamentals (AI-901) · Free practice question 5 of 12

Custom NER for domain entity types

Quenby Aerospace needs to pull its own entity types, such as part numbers and maintenance codes, out of engineer reports. The prebuilt entity categories don't include these types. Which Azure Language feature should it use?

  1. A.Prebuilt sentiment analysis
  2. B.Custom named entity recognition trained on labeled examples from its reports
  3. C.Language detection
  4. D.Text-to-speech
Show answer and explanation

Correct answer: B. Custom named entity recognition trained on labeled examples from its reports

Why: Custom named entity recognition lets you train a model on your own labeled text to extract custom entity categories that prebuilt NER doesn't cover. Sentiment analysis measures opinions, language detection identifies the language, and text to speech produces audio.

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