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Related Questions
- What are the differences between task-specific training and general-purpose training in language models?
- Can task-specific training lead to knowledge fragmentation and how can this be mitigated?
- How does the lack of domain knowledge and the need for domain-specific expertise impact task-specific training?
- What are some strategies for addressing the brittleness of task-specific models and improving their generalizability?
- How can the annotation of training data for task-specific training be optimized to minimize bias and maximize utility?
- What is the impact of task-specific training on the interpretability of language models, and how can this be improved?
- Can transfer learning be used to mitigate the limitations of task-specific training, and if so, how?
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