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Related Questions
- What are the key differences between supervised and unsupervised learning in the context of NLP?
- Can you provide examples of tasks that are typically performed using supervised learning in NLP?
- How does the role of labeled data impact the choice between supervised and unsupervised learning in NLP?
- What are some challenges associated with supervised learning in NLP, particularly when dealing with imbalanced datasets?
- In what ways can unsupervised learning be used in NLP to improve text classification tasks?
- Can you discuss the trade-offs between supervised and unsupervised learning in terms of interpretability and explainability?
- How do preprocessing techniques impact the effectiveness of supervised and unsupervised learning models in NLP?
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