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Related Questions
- What is the purpose of the mask prediction task in RoBERTa?
- How does the mask prediction task influence the training process of RoBERTa?
- What are the benefits of incorporating a mask prediction task in RoBERTa's architecture?
- How does the addition of a mask prediction task impact RoBERTa's ability to generalize to out-of-domain data?
- What is the effect of the mask prediction task on RoBERTa's ability to capture long-range dependencies in text?
- Can the mask prediction task be used as a regularization technique to prevent overfitting in RoBERTa?
- How does the mask prediction task compare to other pre-training tasks, such as next sentence prediction, in terms of performance and effectiveness?
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