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Related Questions
- What are the key principles of active learning in the context of dialogue applications?
- How can uncertainty sampling be used to select the most informative samples for annotation?
- What are some common metrics used to evaluate the quality of training data for dialogue applications?
- Can you explain the concept of active learning in the context of dialogue systems and how it differs from traditional supervised learning?
- How can human-in-the-loop approaches be used to improve the quality of training data for dialogue applications?
- What are some challenges associated with implementing active learning in dialogue applications, and how can they be addressed?
- Can you discuss the role of active learning in reducing the need for large amounts of labeled data for dialogue applications?
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