Microsoft Azure AI Fundamentals (AI-900)Describe features of Natural Language Processing (NLP) workloads on AzureMedium
A content moderation team needs to automatically identify and flag user-generated content that contains hate speech, self-harm references, or sexually explicit material across various languages. Which Azure AI NLP capability is specifically designed to address this requirement?
- AKey Phrase Extraction
- BLanguage Understanding (LUIS)
- CNamed Entity Recognition (NER)
- DContent Moderator
Show answer & explanationAnswer & explanation
Correct answer: D. Content Moderator
Azure AI Content Moderator (now part of Azure AI Content Safety) is a specialized NLP service designed to detect potentially offensive, risky, or otherwise undesirable content in text, images, and videos. It is specifically built for content moderation scenarios.
Why the other options are wrong
- A. Key Phrase Extraction identifies important phrases in text, but does not classify content as inappropriate or safe.
- B. LUIS is for understanding user intent and entities in conversational AI, not for content moderation.
- C. NER extracts specific entities like names or locations, not categories of inappropriate content.
Azure AI Content Moderator / Content Safety
An Azure AI service that helps detect potentially offensive, risky, or otherwise undesirable user-generated content across text, images, and videos.
- Automates content review processes.
- Identifies hate speech, self-harm, sexual, violent content.
- Supports multiple languages and content types.
Memory trick: Safety is key when users are chatting online.