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AIF-C01 · Question #123
AIF-C01 Question #123: Real Exam Question with Answer & Explanation
The correct answer is B: Text generation. The LLM feature that produces code from natural language descriptions is a specific application of text generation.
Submitted by yousef_jo· Mar 30, 2026LLM Capabilities and Applications
Question
A company wants to use large language models (LLMs) to produce code from natural language code comments. Which LLM feature meets these requirements?
Options
- AText summarization
- BText generation
- CText completion
- DText classification
Explanation
The LLM feature that produces code from natural language descriptions is a specific application of text generation.
Common mistakes.
- A. Text summarization involves condensing a longer piece of text into a shorter, coherent summary, which is not the process of generating code.
- C. Text completion is typically about finishing an incomplete sentence or phrase; however, generating entire code blocks from natural language comments is better described by the broader term 'text generation' as it involves creating new structured content.
- D. Text classification involves categorizing text into predefined classes or labels, which is unrelated to producing code.
Concept tested. LLM capabilities, code generation, text generation
Reference. https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models#code-models
Topics
#LLM features#code generation#natural language processing#text generation
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