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Related Questions
- What are some common data augmentation techniques used in natural language processing for healthcare applications?
- How can paraphrasing and back-translation be used to increase the diversity of training data for LLMs in healthcare?
- What is the impact of data augmentation on reducing bias in LLM performance for healthcare applications?
- Can you provide examples of data augmentation techniques for text classification tasks in healthcare?
- How can data augmentation be used to improve the generalizability of LLMs in healthcare?
- What are some challenges associated with using data augmentation for healthcare applications, and how can they be addressed?
- Can you discuss the role of active learning in conjunction with data augmentation for reducing bias in LLM performance for healthcare applications?
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