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Related Questions
- What is the key difference between entity-based attention and self-attention in large language models?
- Can you provide examples of scenarios where entity-based attention is beneficial over self-attention?
- How does self-attention handle long-range dependencies in text, and when might entity-based attention be more suitable?
- What are the potential downsides of using self-attention in certain domains, such as low-resource languages or highly structured text?
- In what situations is entity-based attention more computationally efficient than self-attention, and vice versa?
- Can you discuss the role of entity-based attention in handling out-of-vocabulary words and rare entities in text?
- How do the attention mechanisms impact the interpretability and explainability of the language model's outputs, and which one is more favorable?
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