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Related Questions
- What is the primary difference between masked language modeling and next sentence prediction in fine-tuning objectives?
- How do masked language modeling and next sentence prediction impact the performance of a language model on downstream tasks?
- Can you provide an example of a scenario where masked language modeling is more effective than next sentence prediction?
- What are the potential drawbacks of using next sentence prediction as a fine-tuning objective?
- How do the two objectives affect the language model's ability to capture contextual relationships between sentences?
- What is the role of next sentence prediction in improving the model's ability to distinguish between relevant and irrelevant information?
- How do the two objectives impact the model's ability to generalize to unseen data?
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