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Related Questions
- What are some common challenges in implementing entity-based attention in conjunction with self-attention in transformer models?
- How does entity-based attention affect the computation complexity of transformer models, and are there any strategies to mitigate this?
- Can you explain the trade-off between entity-based attention and self-attention in terms of model performance and computational efficiency?
- How can entity-based attention be used to capture long-range dependencies in sequential data?
- What are some techniques for incorporating external knowledge into entity-based attention mechanisms?
- How does entity-based attention impact the interpretability of transformer models, and are there any methods to improve interpretability?
- Can you discuss the relationship between entity-based attention and other attention mechanisms, such as graph attention and relational attention?
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