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Related Questions
- Can you explain the concept of domain shift in multi-task learning and its implications on model performance?
- How do you adapt a pre-trained model to handle different input formats across multiple tasks?
- What are some common techniques used to mitigate the effects of domain shift in multi-task learning?
- Can you discuss the role of data augmentation in reducing domain shift in multi-task learning?
- How do you handle task-specific features and domain-specific features in a multi-task learning setting?
- What is the relationship between domain shift and task similarity in multi-task learning?
- Can you describe a scenario where domain shift occurs in a real-world multi-task learning problem and how to address it?
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