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Related Questions
- What are the key differences between multi-task learning and transfer learning in the context of NLP domain adaptation?
- Can you explain how multi-task learning can help reduce the overfitting problem in NLP models during domain adaptation?
- How does multi-task learning leverage the shared knowledge between tasks to improve the robustness of NLP models to domain adaptation?
- What are some common techniques used in multi-task learning to adapt NLP models to new domains?
- Can you discuss the role of task similarity and task difficulty in multi-task learning for NLP domain adaptation?
- How can multi-task learning be used to adapt pre-trained language models to new domains with limited labeled data?
- What are some challenges and limitations of using multi-task learning for NLP domain adaptation, and how can they be addressed?
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