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Questions and Answers
What is one way to create labeled datasets?
What is one way to create labeled datasets?
- Refreshing the model
- Applying translation models
- Asking human labelers to annotate the data (correct)
- Using chatGPT models
Why is data labeling sometimes time-consuming?
Why is data labeling sometimes time-consuming?
- The need for human examination and annotation (correct)
- Quality consistency issues
- Subjective nature of annotation
- Due to using translation models
What is a potential issue with data labeling in terms of quality consistency?
What is a potential issue with data labeling in terms of quality consistency?
- Using chatGPT models for labeling
- Refreshing the model regularly
- Annotators not fully understanding the task
- Subjective nature of annotation (correct)
Why might annotators not fully understand the task in data labeling?
Why might annotators not fully understand the task in data labeling?
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How can one ensure the quality of collected data in data labeling?
How can one ensure the quality of collected data in data labeling?
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What is a key aspect of Data Versioning and Tracking?
What is a key aspect of Data Versioning and Tracking?
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Why is it important to document exact changes in data versioning?
Why is it important to document exact changes in data versioning?
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What can be a challenge when tracing changes in large datasets over time?
What can be a challenge when tracing changes in large datasets over time?
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