Crucial Exams

Microsoft Azure AI Engineer Associate AI-102 Practice Question

You are building a Conversational Language Understanding project in Language Studio.
You have already created a machine-learned entity named Itinerary that contains three child entities: Origin, Destination, and TravelDate.
You want to add the training utterance:

"I want to fly from Seattle to Berlin on 5 August."

Which tagging strategy should you use to follow Microsoft's recommended practice for nested entities?

  • Tag each city word ("Seattle" and "Berlin") individually as Itinerary and tag "5 August" as TravelDate outside of any parent span.

  • Tag "Seattle" as Origin, "Berlin" as Destination, and "5 August" as TravelDate, with all three child tags nested inside a single Itinerary span.

  • Tag "Seattle", "Berlin", and "5 August" as separate machine-learned simple entities that are not connected to Itinerary.

  • Tag the span "Seattle to Berlin" as Itinerary only and do not label the child entities separately.

Microsoft Azure AI Engineer Associate AI-102
Implement natural language processing solutions
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