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Related Questions
- How does the pre-training objective impact the performance of BERT and RoBERTa on downstream tasks?
- Can you explain the significance of the masked language modeling task in BERT's pre-training objective?
- What role does the next sentence prediction task play in RoBERTa's pre-training objective, and how does it affect performance on tasks like question answering?
- How do the differences in pre-training objectives between BERT and RoBERTa influence their performance on sentiment analysis tasks?
- What are the key factors that contribute to the improved performance of RoBERTa over BERT on tasks like question answering?
- Can you discuss the impact of the pre-training objective on the ability of BERT and RoBERTa to capture contextual relationships between words?
- How does the pre-training objective influence the representation learning of BERT and RoBERTa, and what are the implications for downstream tasks like sentiment analysis?
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