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Related Questions
- What is uncertainty sampling and how is it used in active learning?
- Can you explain the concept of uncertainty in the context of intent-based prompts?
- How does uncertainty sampling help prioritize human annotation in active learning?
- What are some common methods used to estimate uncertainty in intent-based prompts?
- How can uncertainty sampling be used to reduce the need for human annotation in intent-based prompts?
- What are some challenges associated with implementing uncertainty sampling in active learning for intent-based prompts?
- Can you provide examples of how uncertainty sampling can be used to improve the performance of intent-based prompts in a conversational AI system?
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