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Related Questions
- What is the impact of contextual awareness on the performance of NLP models when encountering out-of-domain data?
- How do NLP models typically handle out-of-domain data, and what are the limitations of these approaches?
- Can you explain the concept of contextual awareness in NLP and its importance in handling out-of-domain data?
- How does contextual awareness influence the ability of NLP models to generalize to new, unseen data?
- What are some common techniques used to enhance contextual awareness in NLP models and improve their handling of out-of-domain data?
- Can you discuss the trade-offs between contextual awareness and other important factors in NLP model design, such as computational efficiency?
- How can contextual awareness be used to improve the robustness of NLP models to adversarial attacks or other forms of out-of-domain data?
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