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Exam AI-900 topic 1 question 224 discussion

Actual exam question from Microsoft's AI-900
Question #: 224
Topic #: 1
[All AI-900 Questions]

You have a solution that reads manuscripts in different languages and categorizes the manuscripts based on topic.

Which types of natural language processing (NLP) workloads does the solution use?

  • A. speech recognition and entity recognition
  • B. speech recognition and language modeling
  • C. translation and key phrase extraction
  • D. translation and sentiment analysis
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Suggested Answer: C 🗳️

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PeteColag
Highly Voted 1 year, 5 months ago
speech recognition would be required only if we were dealing with audio input.
upvoted 5 times
cloudbaron
7 months, 2 weeks ago
the term here is "manuscript" (handwritten / text input) in different languages - so it should be translation + key phrase extraction
upvoted 1 times
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cloudbaron
Most Recent 7 months, 2 weeks ago
Selected Answer: C
the term here is "manuscript" (handwritten / text input) in different languages - so it should be translation + key phrase extraction
upvoted 2 times
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rafcio1990
1 year ago
Selected Answer: C
Here is the answer quoted from MS Copilot: "The solution you described involves reading manuscripts in different languages and categorizing them based on topic. This would primarily involve: 1. Translation: To convert the content of the manuscripts from various languages to a language the model can understand. 2. Key Phrase Extraction: To identify and extract the main topics or themes from the manuscript content. So, the correct answer is C. translation and key phrase extraction. Please note that depending on the specific requirements of the solution, other NLP tasks could also be relevant. For example, entity recognition could be used to identify specific entities within the text, and sentiment analysis could be used to understand the tone or sentiment of the manuscript. However, based on the information provided, translation and key phrase extraction are the most directly relevant tasks."
upvoted 2 times
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2672f52
1 year ago
B. Speech Recognition and language service.
upvoted 1 times
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bda92b3
1 year, 6 months ago
Answer is correct
upvoted 3 times
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C (25%)
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