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Related Questions
- What is the role of the attention mechanism in deep learning models, and how does it impact the performance of LLMs?
- Can you explain how the attention mechanism helps LLMs to capture long-range dependencies in a sentence?
- How does the attention mechanism enable LLMs to focus on specific parts of the input sequence when processing a sentence?
- What are some common applications of the attention mechanism in NLP tasks, and how does it improve the accuracy of LLMs?
- Can you describe the difference between the attention mechanism and other contextualization techniques, such as BERT and RoBERTa?
- How does the attention mechanism help LLMs to handle out-of-vocabulary words and rare entities in a sentence?
- What are some challenges and limitations of using the attention mechanism in LLMs, and how can they be addressed?
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