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Related Questions
- How do minority class noises affect the performance of dialogue-based systems in real-world scenarios?
- Can class imbalance phenomena lead to biased decision-making in dialogue systems, and if so, how can it be mitigated?
- What are some common techniques used to address class imbalance in machine learning models, and how can they be applied to dialogue-based systems?
- How does class imbalance affect the evaluation metrics of dialogue systems, and what are the potential consequences for their performance?
- Can class imbalance phenomena impact the robustness of dialogue systems to out-of-distribution inputs, and if so, how?
- What are some strategies for handling minority class noises in dialogue systems that are being deployed in real-world environments?
- How does class imbalance relate to the concept of adversarial examples in dialogue systems, and what are the potential implications for their security?
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