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Listening Quiz: Thảo Luận Về Tiêu Chí Đánh Giá Mô Hình NLP – Advanced Level
Th8 21, 2025
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bởi
Anna Phạm
trong
Tiếng Anh dành cho Nhà khoa học dữ liệu (English for Data Scientist)
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1.
What are Jessica and John mainly discussing?
How to train a new NLP model from scratch
Ways to reduce the cost of building software
How to recruit more team members
The criteria for evaluating an NLP model
Explanation:
They discuss what criteria should be used to evaluate an NLP model, including accuracy, recall, precision, response time, error analysis, user feedback, and documentation.
2.
What time limit do Jessica and John decide to set for response time?
Two seconds
One second
Ten seconds
Five seconds
Explanation:
Jessica says, ‘We can set a limit of two seconds,’ and John agrees.
3.
Why do Jessica and John want to include error analysis?
To increase the number of training datasets
To find model weaknesses
To make the model easier to sell
To shorten the documentation
Explanation:
Jessica explains that error analysis ‘helps find model weaknesses.’
4.
What can be inferred about the team’s goal for the model?
They want to evaluate the model using several measurable standards
They plan to avoid testing the model with real data
They only care about how fast the model responds
They do not think user feedback is useful
Explanation:
They mention multiple criteria and say the quality must be measurable, which shows they want to evaluate the model using several measurable standards.
5.
Why do Jessica and John want to test the model with different data sets?
To make the documentation longer
To replace accuracy testing
To ensure the model works well in many cases
To reduce the need for user feedback
Explanation:
Jessica says testing with different data sets ‘ensures the model works well in many cases.’
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