Analyze and Translate Text AI-102 Practice Questions (Page 4)

Questions 16–20

1. 16application · medium

   A moderation system reviews user-generated content. The team wants to detect the language of each submission, redact any personal data, and extract key phrases to identify the topic. The solution must use Azure AI services and process the text in a single pipeline. What should you do?

   • AUse the Translator API to translate the text to English, then run PII Detection and Key Phrase Extraction on the translated text.
   • BCall Key Phrase Extraction first, then Language Detection, then PII Detection on the extracted phrases.
   • CCall PII Detection first, then use the redacted text to detect language and extract key phrases in a single API call.
   • DCall Language Detection to get the language, then PII Detection to redact personal data, then Key Phrase Extraction on the redacted text.
   Reveal Solution Discussion Select an answer first
2. 17foundation · easy

   Which Azure AI Language feature is specifically designed to identify and redact personally identifiable information (PII) such as phone numbers, email addresses, and social security numbers in text?

   • APII detection
   • BEntity recognition
   • CKey phrase extraction
   • DSentiment analysis
   Reveal Solution Discussion Select an answer first
4. 18application · medium

   A healthcare chatbot collects patient messages that may contain personal data. The compliance team wants to redact personally identifiable information (PII) before storing messages, but also wants to know the language and sentiment of each message for quality monitoring. The solution must use Azure AI services with minimal custom code. What should you do?

   • ACall Language Detection and Sentiment Analysis on the original text, then store the results without the text.
   • BUse the Translator API to translate the message to English, then run PII Detection on the translated text.
   • CCall PII Detection to redact PII, then call Language Detection and Sentiment Analysis on the redacted text.
   • DCall Sentiment Analysis first, then PII Detection on the same text, and store the original text with the sentiment score.
   Reveal Solution Discussion Select an answer first
5. 19foundation · easy

   Which Azure AI service capability is designed to identify the main topics discussed in a document by returning a list of significant terms and phrases?

   • AKey phrase extraction
   • BLanguage detection
   • CSentiment analysis
   • DEntity recognition
   Reveal Solution Discussion Select an answer first
6. 20application · medium

   A social media monitoring tool analyzes posts in multiple languages. The team wants to detect the language of each post, translate non-English posts to English for internal review, and then determine the sentiment of the original post. The solution must minimize API calls and preserve the original sentiment. What should you do?

   • ACall Key Phrase Extraction to determine the language and sentiment from the key phrases.
   • BCall Sentiment Analysis on the original text, and use the Translator API's detected language to skip Language Detection.
   • CCall the Translator API to translate all posts to English, then run Sentiment Analysis on the translated text.
   • DCall Language Detection to get the language, then call Sentiment Analysis on the original text, and only call the Translator API if the language is not English.
   Reveal Solution Discussion Select an answer first