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Related Questions
- What are the key differences between active learning and transfer learning in the context of dialogue systems?
- How can active learning be used to select the most informative samples for fine-tuning a pre-trained dialogue model?
- Can you explain the concept of episodic reinforcement learning and its application in dialogue systems?
- How does active learning address the cold-start problem in dialogue systems, especially when there is limited labeled data?
- What are some common challenges in combining active learning with transfer learning for dialogue systems?
- Can you discuss the role of active learning in multi-task learning for dialogue systems?
- How does active learning impact the training efficiency and effectiveness of dialogue models in terms of data requirements and computational resources?
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