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Related Questions
- What are the key differences between active learning and passive learning in dialogue systems?
- Can you explain the concept of uncertainty sampling in active learning for dialogue systems?
- How do you evaluate the performance of a dialogue system using active learning in terms of user engagement?
- What are some common metrics used to measure the quality of dialogue systems, such as BLEU or ROUGE?
- How does active learning impact the overall cost and complexity of developing and deploying a dialogue system?
- What are some challenges associated with applying active learning to dialogue systems, such as data quality and annotation?
- Can you discuss the relationship between active learning and transfer learning in dialogue systems?
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