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Related Questions
- What are the common sampling strategies used in active learning for dialogue data?
- How do sampling strategies help in minimizing label noise in dialogue data?
- Can you explain the concept of label noise in dialogue data and its impact on active learning?
- What are the key differences between random sampling and uncertainty-based sampling in active learning for dialogue data?
- How does sampling strategy affect the performance of a dialogue model in active learning?
- What are some techniques to evaluate the effectiveness of sampling strategies in minimizing label noise?
- Can you discuss the trade-offs between exploration and exploitation in sampling strategies for active learning in dialogue data?
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