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Related Questions
- What are the key differences between sampling and query strategies in active learning for dialogue systems?
- How do sampling strategies impact the selection of informative queries in dialogue systems?
- Can you explain the trade-offs between exploration-exploitation and uncertainty-based sampling strategies in dialogue systems?
- How do query strategies influence the learning dynamics of dialogue systems in active learning?
- What are some common sampling strategies used in dialogue systems, and how do they interact with query strategies?
- How can we evaluate the effectiveness of sampling and query strategies in dialogue systems?
- What are the implications of using uncertainty-based sampling strategies on dialogue system performance in complex scenarios?
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