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Related Questions
- How does masked language modeling help BERT and RoBERTa models generalize to domain shifts?
- Can pre-training with masked language modeling improve a model's ability to handle out-of-vocabulary words?
- In what ways do BERT and RoBERTa's pre-training objectives contribute to their adaptability to unseen text?
- How does the masked language modeling task help models learn contextual relationships between words?
- Can you explain the concept of domain shift in the context of natural language processing and how BERT and RoBERTa models address it?
- What are some potential drawbacks of relying solely on masked language modeling for pre-training?
- How do BERT and RoBERTa's pre-training objectives compare to other pre-training objectives in terms of domain adaptation?
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