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Related Questions
- What are the key steps involved in implementing active learning for NLP model improvement?
- How can you determine the most informative samples for labeling in active learning?
- What are some common metrics used to evaluate the performance of active learning in NLP?
- Can you explain the concept of uncertainty sampling in active learning and how it can be applied to NLP?
- How can you balance the trade-off between exploration and exploitation in active learning for NLP?
- What are some strategies for reducing the labeling effort required in active learning for NLP?
- Can you discuss the role of human-in-the-loop in active learning for NLP and how it can improve model performance?
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