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Related Questions
- What are the key differences between passive and active learning in dialogue systems?
- How can uncertainty sampling be used to select the most informative utterances for annotation?
- What are some effective methods for estimating uncertainty in dialogue systems?
- Can you explain the concept of pool-based active learning and its applications in dialogue systems?
- How can dialogue systems be designed to adapt to changing user preferences and contexts?
- What are some strategies for reducing the annotation burden in active learning for dialogue systems?
- Can you discuss the role of human evaluation in active learning for dialogue systems and how it can be used to improve accuracy?
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