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Related Questions
- What is the role of contextual knowledge in enhancing the zero-shot learning capability of NLP models?
- How does the ability of NLP models to understand context impact their ability to learn from a single example?
- Can you explain the difference between zero-shot learning and few-shot learning in the context of NLP, and how contextual knowledge affects these capabilities?
- In what ways does contextual knowledge help NLP models to generalize better in zero-shot learning scenarios?
- How does the quality and quantity of contextual knowledge affect the performance of NLP models in zero-shot learning tasks?
- Can you provide examples of NLP tasks where contextual knowledge is particularly important for zero-shot learning, such as sentiment analysis or named entity recognition?
- What are some challenges in incorporating contextual knowledge into NLP models for zero-shot learning, and how are researchers addressing these challenges?
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