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Related Questions
- How does active learning help reduce the need for labeled data when fine-tuning large language models?
- What are the key techniques used in active learning for fine-tuning large language models?
- Can you explain the importance of contextual understanding in fine-tuning large language models and how active learning contributes to it?
- How does active learning affect the performance of large language models in handling out-of-vocabulary words and unknown entities?
- What are the challenges and limitations of using active learning for fine-tuning large language models, and how can they be addressed?
- Can active learning be used to improve the robustness of large language models to adversarial attacks and noise?
- How does the choice of active learning algorithm impact the fine-tuning process and the resulting contextual understanding of the large language model?
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