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Related Questions
- What are some potential limitations of using next sentence prediction in BERT and RoBERTa models for sentiment analysis tasks?
- How do the pre-training objectives of BERT and RoBERTa impact the model's performance on next sentence prediction tasks?
- What are some challenges associated with fine-tuning BERT and RoBERTa models for next sentence prediction tasks on downstream NLP applications?
- Can you explain why BERT and RoBERTa models may not always perform well on ambiguous or context-dependent sentence pairs?
- How do the differences in pre-training objectives between BERT and RoBERTa affect their performance on next sentence prediction tasks?
- What are some potential limitations of using next sentence prediction as a pre-training objective for language models like BERT and RoBERTa?
- Can you discuss the challenges associated with evaluating the performance of BERT and RoBERTa models on next sentence prediction tasks?
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