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Related Questions
- What are some common challenges associated with labeling and annotating data for human-in-the-loop approaches in active learning?
- How do you address the issue of annotator consistency and reliability in human-in-the-loop approaches?
- What are some strategies for selecting the most informative and relevant samples for human evaluation in active learning?
- How do you handle the potential bias in human feedback and annotations in human-in-the-loop approaches?
- What are some techniques for reducing the annotation burden and increasing efficiency in human-in-the-loop approaches?
- How do you evaluate the effectiveness of human-in-the-loop approaches in improving prompt quality, and what metrics can be used?
- What are some common pitfalls to avoid when implementing human-in-the-loop approaches in active learning, and how can they be mitigated?
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