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Related Questions
- Can data augmentation techniques improve the representation of low-frequency words in masked language models like BERT and RoBERTa?
- How do back-translation and round-trip translation affect the performance of BERT and RoBERTa on low-frequency words?
- Can data augmentation techniques help alleviate the issue of low-frequency word bias in BERT and RoBERTa?
- What are some other data augmentation techniques that can be used to improve the representation of low-frequency words in BERT and RoBERTa?
- How does the quality of the translation model used in back-translation and round-trip translation impact the performance of BERT and RoBERTa?
- Can data augmentation techniques be used to improve the performance of BERT and RoBERTa on out-of-vocabulary words?
- What are the potential limitations of using data augmentation techniques to improve the representation of low-frequency words in BERT and RoBERTa?
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