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Related Questions
- What are the benefits of multi-task learning in language models?
- How does pre-training on multiple tasks improve a language model's ability to adapt to new domains?
- Can you explain the concept of knowledge distillation and its relation to pre-training on multiple tasks?
- What are some common tasks used for pre-training language models to enhance generalization?
- How does pre-training on multiple tasks impact the model's ability to handle out-of-vocabulary words?
- What is the role of pre-training on multiple tasks in improving a language model's ability to recognize sarcasm and idioms?
- Can pre-training on multiple tasks reduce the need for task-specific tuning and fine-tuning?
- How does pre-training on multiple tasks affect the model's ability to generalize to low-resource languages?
- What are some challenges associated with pre-training language models on multiple tasks?
- Can you discuss the trade-offs between pre-training on multiple tasks and the risk of overfitting?
- How does pre-training on multiple tasks impact the model's ability to capture nuanced language understanding?
- Can pre-training on multiple tasks improve a language model's ability to generate more coherent and diverse text?
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