This AI-102 practice question tests your understanding of implement knowledge mining and information extraction solutions. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
Which TWO Azure AI Search features should you enable to improve the relevance of search results for a knowledge mining solution that supports natural language queries?
Synonyms
Why wrong: Expands queries but does not re-rank.
Semantic ranking
Improves relevance by understanding query intent.
Search mode 'all'
Why wrong: Returns only documents containing all terms, which may reduce recall.
Scoring profiles
Allows customizing relevance based on field importance.
Filters
Why wrong: Filters narrow results but do not improve ranking.
Answer choices
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
Semantic ranking
Options A and D are correct. Semantic ranking re-orders results using deep learning models to match query intent, and scoring profiles allow customizing relevance based on field weights, boosting, and freshness. Option B is incorrect because search mode 'all' returns documents containing all terms, which may not improve relevance. Option C is incorrect because synonyms expand queries but do not re-rank. Option E is incorrect because filters narrow results but do not improve ranking.
Key principle: NAT direction and interface roles matter as much as the IP address mapping. Inside/outside designation controls which traffic is translated.
Answer analysis
For each option: why learners choose it and why it is or isn't the right answer here.
Synonyms
Why it's wrong here
Expands queries but does not re-rank.
Semantic ranking
Why this is correct
Improves relevance by understanding query intent.
Related concept
Static NAT maps one inside address to one outside address.
Search mode 'all'
Why it's wrong here
Returns only documents containing all terms, which may reduce recall.
Scoring profiles
Why this is correct
Allows customizing relevance based on field importance.
Related concept
Static NAT maps one inside address to one outside address.
Filters
Why it's wrong here
Filters narrow results but do not improve ranking.
Common exam traps
NAT is not only about the public address. The inside/outside interface roles and the ACL or rule that matches traffic are just as important.
Detailed technical explanation
NAT questions usually test address translation, overload/PAT behaviour, static mappings and whether the right traffic is being translated. Read the interface direction and address terms carefully.
Key takeaway
NAT direction and interface roles matter as much as the IP address mapping. Inside/outside designation controls which traffic is translated.
Real-world example
A cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. NAT direction and interface roles matter as much as the IP address mapping. Inside/outside designation controls which traffic is translated. Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.
What to study next
Review the four NAT address types (inside local, inside global, outside local, outside global), PAT port overload, and static vs dynamic NAT use cases. Then practise related AI-102 NAT questions on configuration and troubleshooting.
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FAQ
Implement knowledge mining and information extraction solutions — This question tests Implement knowledge mining and information extraction solutions — Static NAT maps one inside address to one outside address..
The correct answer is: Semantic ranking — Options A and D are correct. Semantic ranking re-orders results using deep learning models to match query intent, and scoring profiles allow customizing relevance based on field weights, boosting, and freshness. Option B is incorrect because search mode 'all' returns documents containing all terms, which may not improve relevance. Option C is incorrect because synonyms expand queries but do not re-rank. Option E is incorrect because filters narrow results but do not improve ranking.
Review the four NAT address types (inside local, inside global, outside local, outside global), PAT port overload, and static vs dynamic NAT use cases. Then practise related AI-102 NAT questions on configuration and troubleshooting.
Static NAT maps one inside address to one outside address.
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Last reviewed: Jun 20, 2026
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