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Related Questions
- How can we design evaluation metrics that are task-dependent, rather than model-dependent?
- What are some common pitfalls to avoid when selecting evaluation metrics for a specific task?
- Can you explain the concept of 'evaluation drift' and how it relates to model-dependent evaluation metrics?
- How can we use human evaluation to address the issue of model-dependent evaluation metrics?
- What are some techniques for using transfer learning to adapt evaluation metrics to a new task?
- Can you discuss the role of domain knowledge in designing task-dependent evaluation metrics?
- How can we use meta-learning to develop evaluation metrics that are adaptable to different tasks and models?
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