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Related Questions
- What factors influence the optimal masking ratio in masked language modeling?
- How does under-masking affect the language model's ability to generalize and learn from the training data?
- Can you explain the concept of over-masking and its potential consequences on the model's performance?
- What are the trade-offs between masking ratio and model complexity in masked language modeling?
- How can the optimal masking ratio be determined experimentally or using theoretical analysis?
- What are the implications of under- or over-masking on the model's ability to capture long-range dependencies in language?
- Can you discuss the relationship between masking ratio and the model's capacity for learning contextual relationships between words?
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