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Related Questions
- What are the key differences between human-in-the-loop (HITL) and human-annotator interfaces in active learning?
- How do HITL and human-annotator interfaces contribute to improving model performance in active learning?
- Can you explain the concept of 'batch mode' and 'stream mode' in HITL and human-annotator interfaces?
- What are some common challenges faced by developers when implementing HITL and human-annotator interfaces in active learning?
- How do HITL and human-annotator interfaces enable semi-supervised learning and self-supervised learning?
- What are some metrics used to evaluate the effectiveness of HITL and human-annotator interfaces in active learning?
- Can you discuss the role of HITL and human-annotator interfaces in reducing annotation costs and improving model accuracy?
- How do HITL and human-annotator interfaces facilitate the integration of domain expertise in active learning?
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