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Related Questions
- What are the key differences between active learning and other human-in-the-loop approaches in prompt engineering?
- How can you design a pilot study to evaluate the effectiveness of active learning in improving prompt quality?
- What are some strategies for selecting the most informative and representative data points for human feedback in active learning?
- Can you explain the concept of 'query by committee' in active learning and how it can be applied to prompt engineering?
- How can you balance the trade-off between collecting more human feedback and the potential decrease in model performance due to overfitting?
- What are some best practices for incorporating human feedback into the prompt engineering process to improve model generalizability?
- How can you use active learning to integrate human feedback into the prompt engineering process for specific domains or tasks, such as natural language generation or text classification?
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