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Related Questions
- How does active learning enable LLMs to learn from human feedback, and what types of feedback are most effective for improving model performance?
- What are the key challenges in implementing active learning in LLMs, and how can they be overcome?
- Can you explain the concept of active learning and its relevance to human evaluation and feedback in the context of LLMs?
- How does active learning enhance the interpretability and transparency of LLMs, particularly in terms of understanding how the model makes decisions?
- What are the benefits of using active learning to improve the performance of LLMs, especially in scenarios where data is limited or biased?
- Can you discuss the role of human evaluation in active learning, including the types of tasks and evaluation metrics used to assess LLM performance?
- How can active learning be integrated with other techniques, such as transfer learning and multi-task learning, to further improve LLM performance?
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