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Related Questions
- What is the task of next sentence prediction, and how does it influence the training of BERT and RoBERTa models?
- How does the next sentence prediction task help BERT and RoBERTa models to understand sentence-level relationships and dependencies?
- Can you explain the difference in performance between BERT and RoBERTa models when using next sentence prediction versus not using it?
- How does the next sentence prediction task impact the modeling of long-range dependencies in BERT and RoBERTa models?
- What are the key findings from studies that have evaluated the effect of next sentence prediction on BERT and RoBERTa performance?
- How does the use of next sentence prediction affect the generalization abilities of BERT and RoBERTa models on out-of-domain tasks?
- Can you discuss the potential limitations and challenges associated with using next sentence prediction in BERT and RoBERTa models?
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