Natural Language Processing Flashcards
6 cards from real Microsoft Azure AI Fundamentals practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.
Read the first 6 Natural Language Processing flashcards as text
Which Azure service is primarily used for detecting the language of a text input?
Answer: Azure Language Detection API in Azure AI Language
Azure AI Language includes a language detection feature that identifies the language of submitted text.
What NLP task involves identifying people, places, and organizations mentioned in text?
Answer: Named Entity Recognition (NER)
Named Entity Recognition (NER) is the NLP task that identifies and classifies entities such as people, locations, and organizations in text.
Which Azure service enables real-time speech-to-text transcription?
Answer: Azure AI Speech
Azure AI Speech provides real-time speech-to-text transcription as part of its speech recognition capabilities.
What is the purpose of sentiment analysis in Azure AI Language?
Answer: Determine if text expresses positive, negative, or neutral opinion
Sentiment analysis evaluates text and assigns a sentiment label (positive, negative, or neutral) along with a confidence score.
Which capability allows Azure AI Language to identify the main topics discussed in a document?
Answer: Key phrase extraction
Key phrase extraction identifies the most important phrases that capture the main topics within a document.
What Azure service would you use to build a conversational bot that understands natural language queries?
Answer: Azure Bot Service with Azure AI Language (CLU)
Azure Bot Service combined with Conversational Language Understanding (CLU) in Azure AI Language enables bots to interpret and respond to natural language input.