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Related Questions
- What are the key differences between masked language modeling and next sentence prediction tasks in pre-training a language model?
- How does the choice of pre-training task impact the language understanding and generation capabilities of a language model?
- Can you explain the role of task-specific pre-training in fine-tuning a language model for a specific downstream task?
- What are the advantages and limitations of using a multi-task learning approach for pre-training a language model?
- How does the choice of pre-training task affect the model's ability to generalize to out-of-distribution data?
- What is the relationship between pre-training task choice and the model's ability to capture nuances of language, such as idioms and figurative language?
- Can you discuss the impact of pre-training task choice on the model's performance in tasks that require common sense reasoning and world knowledge?
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