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Related Questions
- What are the key differences between human-in-the-loop and traditional active learning approaches?
- Can you explain how active learning can be applied to improve the quality of natural language processing tasks?
- What are some common human-in-the-loop methods used in active learning for improving the quality of machine learning models?
- How does active learning with human feedback compare to other techniques like transfer learning and semi-supervised learning?
- What are some challenges associated with implementing human-in-the-loop active learning in real-world applications?
- Can you describe an example pipeline for human-in-the-loop active learning for improving the quality of a language model?
- What are some ways to balance the trade-off between human labeling effort and model performance improvement in active learning?
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