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Related Questions
- What are some common techniques used for data augmentation in natural language processing?
- How does back-translation affect the performance of language models?
- Can you explain the concept of paraphrasing in data augmentation and its role in preventing overfitting?
- What is the difference between word-level and sentence-level data augmentation?
- How can data augmentation be used to increase the diversity of a dataset for language models?
- Can you discuss the trade-off between data augmentation and model complexity in preventing overfitting?
- What are some real-world applications of data augmentation in language models, and how can they be used to prevent overfitting?
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