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Related Questions
- How do you address class imbalance in dialogue systems when handling minority class noises?
- What are some techniques for detecting and handling out-of-vocabulary (OOV) words in minority classes?
- Can you discuss the impact of noisy labels on the performance of dialogue systems and strategies for handling them?
- How do you evaluate the performance of dialogue systems on minority classes, and what metrics are commonly used?
- What are some approaches to incorporating transfer learning for handling minority class noises in dialogue systems?
- Can you explain the concept of data augmentation and its application in handling minority class noises in dialogue systems?
- How do you address the issue of data scarcity in minority classes, and what strategies can be employed to collect more data?
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