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Related Questions
- What are the common metrics used to evaluate the effectiveness of active learning in noisy dialogue systems?
- How do evaluation frameworks for active learning in noisy dialogue systems differ from those for traditional machine learning tasks?
- What are some common challenges in evaluating the effectiveness of active learning in noisy dialogue systems?
- Can you explain the concept of uncertainty sampling and its role in active learning for noisy dialogue systems?
- How does the choice of sampling strategy impact the effectiveness of active learning in noisy dialogue systems?
- What are some popular evaluation frameworks for active learning in noisy dialogue systems, such as AL-EVAL or DA-AL-EVAL?
- How can the effectiveness of active learning in noisy dialogue systems be evaluated using human evaluation and user studies?
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