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Related Questions
- How do evaluation metrics influence the training and validation of language models in multi-task learning?
- Can you explain the differences between accuracy, F1 score, and BLEU score in evaluating language models for multi-task learning?
- How do different evaluation metrics affect the balance between task-specific performance and overall model performance?
- What are some common pitfalls in using evaluation metrics for multi-task learning, and how can they be addressed?
- Can you discuss the role of meta-learning in multi-task learning and how evaluation metrics play a part in it?
- How do evaluation metrics impact the learning process in multi-task learning, particularly in terms of catastrophic forgetting?
- What are some strategies for using evaluation metrics to select the best task or set of tasks for a language model in multi-task learning?
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