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Related Questions
- What are the different types of sampling strategies used in active learning for dialogue systems, and how do they impact efficiency?
- How does the choice of sampling strategy affect the trade-off between exploration and exploitation in active learning for dialogue systems?
- Can you explain the concept of uncertainty-based sampling in active learning for dialogue systems, and how it can improve efficiency?
- How does the sampling strategy influence the performance of dialogue systems in terms of accuracy and user engagement?
- What are some common challenges associated with implementing sampling strategies in active learning for dialogue systems, and how can they be addressed?
- Can you discuss the role of human evaluation in assessing the efficiency of sampling strategies for active learning in dialogue systems?
- How does the sampling strategy impact the adaptability of dialogue systems to changing user preferences and behaviors?
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