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AI-103 Text Analysis Practice Question

You are configuring text summarization using the Azure AI Language REST API. You need to generate a summary that consists of a few distinct sentences pulled directly from the source document without altering their wording. Which summarization kind should you specify?

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

Extractive summarization

Extractive summarization extracts sentences that collectively capture the most important context from the source document without rewriting them.

Answer analysis

Option-by-option breakdown

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

  • Key phrase extraction

    Why it's wrong here

    Key phrase extraction extracts short phrases, not complete sentences.

  • Extractive summarization

    Why this is correct

    Extractive summarization produces a summary by taking verbatim sentences from the source text.

  • Abstractive summarization

    Why it's wrong here

    Abstractive summarization generates new sentences that capture the main idea, potentially rephrasing content.

  • Custom single-label classification

    Why it's wrong here

    Classification assigns category labels to documents.

About these practice questions

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Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official Microsoft exam blueprint

This AI-103 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-103 exam.