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Related Questions
- How does active learning help to reduce the risk of overfitting in intent-based prompt design?
- Can you explain the importance of human annotation in active learning for intent-based prompts?
- What are some strategies for incorporating active learning into the development of intent-based prompts?
- In what ways can active learning help to improve the accuracy of intent detection in conversational AI systems?
- How does active learning enable the refinement of intent-based prompts to better capture the nuances of user language and context?
- What are some common challenges associated with implementing active learning in intent-based prompt development, and how can they be addressed?
- Can you discuss the role of uncertainty sampling in active learning for intent-based prompts, and how it can be used to prioritize human annotation?
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