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Related Questions
- What is the role of attention mechanisms in multi-task learning, and how do they facilitate knowledge sharing between tasks?
- How do prompt engineering techniques impact the effectiveness of attention mechanisms in multi-task learning, and vice versa?
- What are some common pitfalls to avoid when optimizing attention mechanisms and prompt engineering techniques together for improved performance in multi-task learning?
- Can you explain the concept of 'query-aware' prompt engineering, and how it can be used to optimize attention mechanisms in multi-task learning?
- How does the choice of attention mechanism (e.g. multi-head attention, self-attention) impact the design of prompt engineering techniques, and vice versa?
- What are some strategies for using attention mechanisms and prompt engineering to address the challenges of task inconsistency and task uncertainty in multi-task learning?
- Can you discuss the relationship between attention mechanisms and prompt engineering in the context of transfer learning, and how they can be used to improve the performance of pre-trained models in new tasks?
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