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Related Questions
- What is the role of uncertainty estimation in active learning for dialogue systems?
- How do dialogue systems use reinforcement learning to balance exploration and exploitation in active learning scenarios?
- Can you explain the concept of Bayesian optimization in the context of active learning for dialogue systems?
- What is the relationship between entropy-based methods and uncertainty estimation in active learning for dialogue systems?
- How do dialogue systems adapt to changing user preferences in active learning scenarios with uncertain outcomes?
- What is the significance of contextual information in uncertainty estimation for active learning in dialogue systems?
- Can you discuss the challenge of handling multiple sources of uncertainty in active learning for dialogue systems and how it affects exploration-exploitation trade-offs?
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