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Related Questions
- How do hierarchical representations help mitigate the issue of long-range dependencies in BERT models?
- What are some techniques used to improve BERT's ability to capture long-range dependencies in text?
- Can you explain the concept of self-attention in BERT and how it relates to handling long-range dependencies?
- How do pre-training objectives, such as masked language modeling, impact BERT's ability to handle long-range dependencies?
- What are the trade-offs between model size and the ability to capture long-range dependencies in BERT?
- Can you discuss the impact of context window size on BERT's ability to capture long-range dependencies?
- What are some strategies for fine-tuning BERT to improve its performance on tasks that require long-range dependencies?
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