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Related Questions
- Can a pre-training objective with multiple tasks improve BERT's performance on out-of-vocabulary words?
- How does the type of pre-training objective (e.g. masked language modeling, next sentence prediction) affect RoBERTa's ability to handle unseen words?
- Does the inclusion of multiple tasks in the pre-training objective lead to better performance on words with low frequency or domain-specific words?
- Can pre-training objectives with diverse tasks help BERT and RoBERTa to generalize better to unseen words in low-resource languages?
- How does the combination of pre-training objectives and fine-tuning on downstream tasks impact the ability of BERT and RoBERTa to handle unseen words?
- What is the impact of task diversity on the representation learning capabilities of BERT and RoBERTa for out-of-vocabulary words?
- Can a pre-training objective with a mix of task types (e.g. language modeling, sentiment analysis, question answering) improve the ability of BERT and RoBERTa to handle unseen words in a more robust way?
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