Implement knowledge mining and information extraction solutions →easyMultiple ChoiceObjective-mapped
AI-102 Practice Question: Implement knowledge mining and information extraction solutions
You are building a question answering solution using Azure AI Language. You have a set of frequently asked questions (FAQs) in a Word document. You need to import the FAQs into a project. Which approach should you use?
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
✓
Create a custom question answering project and import the Word document as a source.
Custom question answering in Azure AI Language allows importing FAQ content from Word documents as a source directly. Option A is incorrect because Azure AI Document Intelligence is designed for extracting structured data from documents, not specifically for QnA pair import into a question answering project. Option C is incorrect because the prebuilt question answering API is for out-of-the-box QA, not for custom document import. Option D is incorrect because conversational language understanding (CLU) is used for intent and entity extraction, not for importing FAQs.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Use Azure AI Document Intelligence to extract QnA pairs.
Why it's wrong here
Document Intelligence extracts fields from forms, not QnA pairs.
- ✓
Create a custom question answering project and import the Word document as a source.
Why this is correct
Custom question answering supports importing FAQs from documents.
- ✗
Use the prebuilt question answering API to parse the document.
Why it's wrong here
Prebuilt question answering does not accept document imports.
- ✗
Use conversational language understanding (CLU) to extract intents and entities.
Why it's wrong here
CLU is for conversational flows, not FAQ import.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI-102 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-102 exam.