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Related Questions
- What are the key factors that influence the trade-off between language understanding and generation capabilities in NLP tasks?
- How do different NLP tasks, such as sentiment analysis and named entity recognition, impact the design of language models?
- What are the implications of generating high-quality text for downstream tasks versus achieving high accuracy in understanding the input text?
- Can you explain how the trade-off between language understanding and generation capabilities affects the performance of transformer-based models?
- How do language understanding and generation capabilities impact the interpretability of NLP models?
- What are the challenges in achieving a balance between language understanding and generation capabilities in NLP tasks?
- Can you discuss the role of pre-training and fine-tuning in achieving a balance between language understanding and generation capabilities in NLP tasks?
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