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Related Questions
- What are some common techniques used for data augmentation in natural language processing?
- How can paraphrasing be used to increase the diversity of a dataset for language models?
- What is the difference between back-translation and paraphrasing in data augmentation?
- Can you explain the concept of word substitution in data augmentation and how it can be applied to language models?
- How can data augmentation be used to improve the robustness of language models to out-of-vocabulary words?
- What is the role of semantic preserving in data augmentation and how can it be used to increase dataset diversity?
- How can data augmentation be used to simulate user interactions and improve language model performance?
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