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Related Questions
- What are the common techniques used to address data imbalance in dialogue systems?
- How does data preprocessing impact the performance of dialogue systems in terms of accuracy and recall?
- Can you explain the concept of oversampling and undersampling in the context of data imbalance in dialogue systems?
- What is the effect of data imbalance on the evaluation metrics of dialogue systems, such as precision and F1-score?
- How does data preprocessing affect the diversity of the dialogue system's responses in the presence of imbalanced data?
- What are some strategies for handling class imbalance in dialogue systems, and how do they relate to data preprocessing?
- Can you discuss the trade-offs between data preprocessing techniques and their impact on the overall performance of the dialogue system?
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