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Related Questions
- What are the main advantages of active learning in conversational AI compared to passive learning?
- How does active learning help in identifying uncertain inputs in conversational AI systems?
- Can you explain the concept of 'uncertainty sampling' in active learning and its relevance to conversational AI?
- What are some common applications of active learning in conversational AI, such as chatbots and virtual assistants?
- How does active learning improve the overall performance of conversational AI systems in handling uncertain inputs?
- What role does active learning play in reducing the annotation time and effort required for training conversational AI models?
- Can you discuss the trade-offs between active learning and other techniques, such as transfer learning, in conversational AI?
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