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AI-102 Practice Question: Implement natural language processing solutions

Exhibit

Refer to the exhibit.

{
  "analysisInput": {
    "documents": [
      {
        "id": "1",
        "text": "The quick brown fox jumps over the lazy dog. The dog was sleeping.",
        "language": "en"
      }
    ]
  },
  "tasks": [
    {
      "taskName": "ExtractKeyPhrases",
      "kind": "KeyPhraseExtraction",
      "parameters": {
        "modelVersion": "latest"
      }
    },
    {
      "taskName": "AnalyzeSentiment",
      "kind": "SentimentAnalysis",
      "parameters": {
        "modelVersion": "latest"
      }
    }
  ]
}

You submit the request shown in the exhibit to the Azure AI Language service. What will the response contain?

⚠ Common exam trap

A common mix-up: candidates assume `opinionMining` only affects sentiment analysis and forget that the request also includes `keyPhrases: true`, leading them to incorrectly select option D (only sentiment scores) instead of recognizing that both key phrases and sentiment scores are returned.

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

✓

Both key phrases and sentiment scores.

The exhibit shows a request to the Azure AI Language service with the `showStats` parameter set to `true` and the `opinionMining` parameter set to `true`. When `opinionMining` is enabled, the service returns both key phrases and sentiment scores (including aspect-based sentiment) for the analyzed text. Therefore, the response contains both key phrases and sentiment scores, making option C correct.

Answer analysis

Option-by-option breakdown

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

✗
Only extracted key phrases.
Why it's wrong here
There are two tasks.
✗
Entity recognition results and sentiment scores.
Why it's wrong here
Entity recognition task not included.
✓
Both key phrases and sentiment scores.
Why this is correct
Both tasks are included.
✗
Only sentiment scores.
Why it's wrong here
There are two tasks.

Go deeper

AI-102 Practice Question: Implement natural language processing solutions

Exhibit

Why each option matters

Option-by-option breakdown

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