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Related Questions
- What are the key differences between self-attention and traditional recurrent neural networks in processing sequential data?
- Can you explain how the attention mechanism learns to weigh the importance of different input elements in large language models?
- How does the attention mechanism impact the performance of large language models in tasks such as machine translation and text summarization?
- What are some common applications of attention mechanisms in natural language processing tasks?
- Can you discuss the relationship between attention mechanisms and the concept of context in language understanding?
- How do attention mechanisms handle out-of-vocabulary words or unknown entities in the input data?
- What are some challenges and limitations of using attention mechanisms in large language models, and how can they be addressed?
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