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Related Questions
- What are the challenges of modeling long-range dependencies in sequence data?
- How do long-range dependencies affect the performance of a language model on tasks such as text classification and machine translation?
- What are some techniques used to mitigate the impact of long-range dependencies on model performance?
- Can you explain the difference between local and global dependencies in the context of language modeling?
- How do long-range dependencies impact the training time and computational resources required for a model?
- What are some real-world applications where long-range dependencies are particularly challenging for language models?
- How do transformer-based architectures address the issue of long-range dependencies in sequence data?
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