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Can the Azure AI Language service identify text language?
Master the AI-900 exam by understanding how the Azure AI Language service correctly identifies the language of written text. Learn about the language detection feature, its capabilities with multilingual documents, and why it’s a core component of natural language processing in Azure.
Question
The Azure AI Language service can identify in which language text is written.
A. True
B. False
Answer
A. True
Explanation
The statement is A. True. The Azure AI Language service has a dedicated feature for identifying the language in which a piece of text is written.
Understanding Language Detection
A core capability of the Azure AI Language service is Language Detection. This feature is specifically designed to analyze a string of text and return the detected language, along with a confidence score indicating the model’s certainty. This is a crucial first step in many natural language processing (NLP) pipelines, as it allows applications to correctly route text for further processing, such as applying language-specific models for sentiment analysis or key phrase extraction.
Key Features of Language Detection
- Broad Language Support: The service can identify a wide variety of languages, including those that use different scripts and dialects.
- Confidence Scoring: For each text input, the API returns the predicted language code (e.g., “en” for English, “es” for Spanish) and a numerical score between 0 and 1. A score closer to 1 indicates higher confidence in the prediction.
- Handling Ambiguity: For short or ambiguous text, the confidence score will be lower, providing a useful indicator of potential uncertainty.
- Mixed-Language Documents: If a document contains text in multiple languages, the service will identify the predominant language in the input string. This makes it robust for real-world data that may not be perfectly monolingual.
For the AI-900 exam, it is important to know that language detection is one of the fundamental, pre-built capabilities offered within the Azure AI Language service.
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.