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Related Questions
- How does the choice of subword representation impact the model's ability to capture nuanced linguistic relationships in long-range dependencies?
- Can you explain the relationship between subword representation and the model's performance on tasks that require capturing complex dependencies across sentences or paragraphs?
- How does the choice of subword representation influence the model's capacity to handle long-range dependencies in tasks such as text classification or question answering?
- What are the key factors that determine the effectiveness of a subword representation in capturing long-range dependencies in language models?
- Can you discuss the trade-offs between different subword representation techniques and their impact on the model's performance on tasks with long-range dependencies?
- How does the choice of subword representation affect the model's ability to generalize to new, unseen data when dealing with long-range dependencies?
- What are some common pitfalls or challenges associated with choosing a subword representation for tasks that require long-range dependencies, and how can they be addressed?
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