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Related Questions
- What are the key differences between Bayesian and non-Bayesian active learning methods for uncertainty handling in dialogue systems?
- Can you explain the concept of uncertainty sampling and its application in dialogue systems?
- How does Thompson sampling work in active learning for dialogue systems, and what are its benefits?
- What is the role of batching in active learning for dialogue systems, and how does it impact uncertainty handling?
- How do reinforcement learning from human feedback and uncertainty-based methods compare in dialogue systems?
- What are the challenges of implementing active learning for uncertainty handling in dialogue systems with high-dimensional input spaces?
- Can you discuss the relationship between active learning and transfer learning in dialogue systems, and how they can be combined for better uncertainty handling?
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