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Related Questions
- How does active learning enhance the efficiency of self-supervision in large language models?
- Can you explain the concept of human-in-the-loop in active learning for LLMs and its impact on knowledge refinement?
- What are the key factors that determine the effectiveness of active learning in self-supervision for LLMs?
- In what ways does active learning facilitate the refinement of knowledge in LLMs, and what benefits does it bring?
- How does active learning address the issue of labeling bias in self-supervision for LLMs?
- Can you discuss the trade-offs between active learning and other self-supervision methods, such as unsupervised learning or reinforcement learning?
- What are the challenges and limitations of implementing active learning in self-supervision for LLMs, and how can they be addressed?
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