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Related Questions
- What are the key differences between uncertainty-based and diversity-based sampling strategies for active learning in noisy dialogue data?
- How do contextual and non-contextual query strategies impact the performance of active learning in dialogue systems?
- Can you explain the role of sampling strategies in minimizing label noise in dialogue data for active learning?
- What are the advantages and limitations of using human-in-the-loop active learning for dialogue systems?
- How do sampling strategies and query strategies interact with each other in the context of active learning for dialogue systems?
- What are the most common challenges faced by dialogue systems when using active learning with noisy data?
- Can you discuss the impact of sampling strategy on the overall efficiency of active learning for dialogue systems?
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