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Related Questions
- How does contextual understanding impact the performance of NLP models in tasks such as sentiment analysis and text classification?
- Can you explain the importance of considering context in NLP models for improving their ability to understand nuances in language?
- In what ways does contextual understanding help NLP models to reduce ambiguity and improve their overall accuracy?
- How do NLP models that incorporate contextual understanding compare to those that rely solely on statistical patterns?
- What are some common techniques used to incorporate contextual understanding into NLP models, and what are their limitations?
- Can you discuss the role of contextual understanding in enabling NLP models to handle out-of-vocabulary words and rare events?
- How does the use of contextual understanding in NLP models affect their ability to generalize to new, unseen data?
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