Microsoft Certified: Azure AI Engineer AssociateImplement natural language processing solutionsMedium
A content moderation team needs to review comments and posts on an online forum. The goal is to automatically detect offensive language, hate speech, and sexually explicit content to flag it for human review. Which Azure AI Language feature is specifically designed for this purpose?
- ASentiment Analysis
- BLanguage Detection
- CContent Moderation (part of Azure AI Content Safety)
- DNamed Entity Recognition (NER)
Show answer & explanationAnswer & explanation
Correct answer: C. Content Moderation (part of Azure AI Content Safety)
Content Moderation, now primarily offered through Azure AI Content Safety, is specifically designed to detect objectionable content such as hate speech, sexually explicit material, and profanity in text and images, making it ideal for moderating forum posts.
Why the other options are wrong
- A. Sentiment Analysis determines emotional tone (positive/negative), not specific categories of offensive content.
- B. Language Detection identifies the language of the text, not its problematic content.
- D. NER identifies entities like people or places, unrelated to content moderation.
Azure AI Content Safety
An Azure AI service that helps moderate user-generated content (UGC) and AI-generated content (AIGC) across text, image, and video, detecting harmful content such as hate, violence, sexual, and self-harm.
- Detects harmful content categories.
- Supports text, image, and video moderation.
- Provides severity scores for detected content.
Memory trick: Safety AI filters the bad words out.