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Related Questions
- How do the pre-training procedures for BERT and RoBERTa affect their downstream task performance?
- What are the key differences in the training objectives of BERT and RoBERTa, and how do these differences impact their performance?
- How does the use of a next sentence prediction task in BERT's pre-training procedure influence its ability to perform well on downstream tasks?
- What is the impact of RoBERTa's use of a longer training sequence length compared to BERT on its performance?
- How does the dynamic masking strategy in RoBERTa's pre-training procedure compare to BERT's static masking strategy in terms of performance?
- What is the effect of RoBERTa's use of a different optimizer and learning rate schedule compared to BERT on its performance?
- How do the pre-training procedures for BERT and RoBERTa impact their ability to generalize to out-of-domain data?
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