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Related Questions
- What is the main objective of uncertainty sampling in active learning?
- How does uncertainty sampling differ from other active learning strategies?
- Can you provide an example of how uncertainty sampling is used in a dialogue system?
- What are the benefits of using uncertainty sampling in dialogue systems?
- How does uncertainty sampling handle out-of-distribution inputs in dialogue systems?
- Can you explain the concept of epistemic uncertainty in the context of dialogue systems?
- How does uncertainty sampling relate to other concepts in active learning, such as confidence-based sampling?
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