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AI-102 Practice Question: Implement natural language processing solutions

Exhibit

{
  "parameters": {
    "api-version": "2023-04-01",
    "body": {
      "displayName": "MyConversationProject",
      "projectName": "SupportBot",
      "settings": {
        "confidenceThreshold": 0.7
      },
      "multilingual": true,
      "language": "en-us"
    }
  }
}

Refer to the exhibit. You are creating a Conversational Language Understanding (CLU) project using the Azure AI Language Service REST API. You want the project to support both English and Spanish utterances. Which parameter in the request body enables this?

⚠ Common exam trap

Test-takers frequently confuse the `language` parameter (which sets the default language for a single-language project) with the `multilingual` parameter (which explicitly enables multi-language support), leading them to incorrectly select 'language' thinking it controls multi-language capability.

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

✓

multilingual

The `multilingual` parameter, when set to `true` in the request body of the Azure AI Language Service REST API for a Conversational Language Understanding (CLU) project, enables the project to support multiple languages, such as English and Spanish, within a single project. This allows the model to learn from utterances in different languages and generalize across them, rather than requiring separate projects per language.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

✗
projectName
Why it's wrong here
This is the project name.
✓
multilingual
Why this is correct
Setting multilingual to true enables support for multiple languages.
✗
language
Why it's wrong here
This sets the primary language but does not enable multilingual.
✗
confidenceThreshold
Why it's wrong here
This sets the prediction confidence threshold.

Go deeper

AI-102 Practice Question: Implement natural language processing solutions

Exhibit

Why each option matters

Option-by-option breakdown

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