Table of Contents
Why is classifying the right Azure OpenAI process for genre detection?
Prepare for the Azure AI-900 exam by understanding how Azure OpenAI’s large language models (LLMs) perform specific tasks. Learn why classifying is the correct process for detecting the genre of a literary work and how it differs from translating, generating, and summarizing text.
Question
Which of the following Azure OpenAI large language model (LLM) processes matches the below task? “Detect the genre of a literary work of fiction.”
A. Translating
B. Generating
C. Summarizing
D. Classifying
Answer
D. Classifying
Explanation
The correct process for detecting the genre of a literary work of fiction is D. Classifying. This task involves analyzing a piece of text and assigning it to one or more predefined categories.
Defining Classification
In the context of large language models and the Azure OpenAI Service, classification refers to the process of categorizing input text into a set of given labels. The model evaluates the content, style, and vocabulary of the provided text to determine which category it best fits. For the task of detecting a literary genre, the genres themselves (such as “Science Fiction,” “Mystery,” “Romance,” or “Fantasy”) serve as the predefined classes. The model’s function is to analyze the narrative and assign the most appropriate genre label.
Why Other Options Are Incorrect
- Translating: This process involves converting text from a source language to a target language. It does not involve categorization.
- Generating: This refers to the creation of new, original text based on a prompt. The task is to analyze existing content, not produce new content.
- Summarizing: This process condenses a long piece of text into a shorter version that captures the main ideas. While understanding the text is necessary, the goal is condensation, not categorization into a specific genre.
Microsoft Azure AI Fundamentals AI-900 certification exam practice question and answer (Q&A) dump with detail explanation and reference available free, helpful to pass the Microsoft Azure AI Fundamentals AI-900 exam and earn Microsoft Azure AI Fundamentals AI-900 certification.