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Related Questions
- What are the key differences between active learning and fully supervised learning in the context of dialogue systems?
- How does active learning help to reduce the labeling effort required for training dialogue systems?
- Can you explain the concept of 'pool-based' and 'query-based' active learning strategies in dialogue systems?
- How does active learning improve the generalizability of dialogue systems to unseen user inputs?
- What are some common metrics used to evaluate the performance of active learning in dialogue systems?
- How does active learning address the issue of 'label noise' in dialogue systems?
- Can you discuss the role of human-in-the-loop in active learning for dialogue systems?
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