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Related Questions
- What are the key considerations for task selection in multitask learning, and how do they impact model performance?
- How does task weighting affect the learning process in multitask learning, and what are the trade-offs between task importance and model generalization?
- Can you explain the concept of task-relatedness in multitask learning, and how it influences the selection and weighting of tasks?
- How does the choice of task weighting scheme impact the performance of language models in multitask learning settings?
- What are some common pitfalls to avoid when selecting and weighting tasks in multitask learning, and how can they be mitigated?
- Can you discuss the role of task similarity and diversity in multitask learning, and how they affect the performance of language models?
- How does multitask learning with task weighting compare to single-task learning in terms of model performance and generalization ability?
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