AI-900 Question 212
Single answerA company wants to implement an AI solution to automatically generate summaries of lengthy legal documents. Which feature of language modeling in Azure AI is most relevant for this use case?
- A
Text generation using pre-trained language models
- B
Speech-to-text transcription
- C
Named entity recognition (NER)
- D
Sentiment analysis
Show answer and explanation
Correct answer: A
Explanation
Language models, such as those available in Azure AI, are pre-trained on large datasets to understand and generate text. Text generation capabilities allow the model to summarize lengthy content while maintaining the essence of the original text, making it the most appropriate solution for this scenario.
- A. Correct.
Text generation using pre-trained language models is the most relevant feature for generating summaries of text because it involves understanding and producing coherent textual content.
- B. Incorrect.
Speech-to-text transcription is focused on converting spoken language into text and is not applicable to summarizing legal documents.
- C. Incorrect.
Named entity recognition (NER) identifies specific entities like names, dates, or locations in text but does not assist with summarizing large documents.
- D. Incorrect.
Sentiment analysis determines the emotional tone of text but is not relevant for summarizing legal documents.