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Related Questions
- Can you provide a detailed explanation of task adaptation in NLP and how it differs from domain adaptation?
- How does task adaptation ensure that language models learn from relevant examples in specific task contexts?
- In what ways can domain adaptation be applied to facilitate task adaptation in NLP systems?
- Can task adaptation be used for domain adaptation in scenarios where target domain data is limited or unavailable?
- How does task adaptation account for the unique requirements of downstream tasks when adapting a general-purpose NLP model?
- Can task adaptation be seen as a method for handling out-of-vocabulary (OOV) words in NLP by adapting to the context in which they appear?
- How does the goal of task adaptation - minimizing the shift between task-oriented and task-independent NLP models - impact NLP system design and performance?
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