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Related Questions
- What are the primary objectives of masked language modeling in pre-training tasks?
- How does next sentence prediction differ from masked language modeling in terms of task design and data requirements?
- What are the advantages and limitations of using next sentence prediction as a pre-training task?
- Can you explain the concept of 'masked tokens' in masked language modeling and how it affects model performance?
- How do the pre-training objectives of masked language modeling and next sentence prediction impact the downstream performance of a language model?
- What are some common evaluation metrics used to assess the effectiveness of masked language modeling and next sentence prediction?
- In what ways do the pre-training tasks of masked language modeling and next sentence prediction influence the development of more advanced language models?
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