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Related Questions
- What are the key differences between language modeling, next sentence prediction, and sentence ordering as pre-training objectives in large language models?
- How do the trade-offs between these objectives impact the performance of a language model on downstream tasks?
- Can you explain the role of language modeling in pre-training a language model and how it relates to other objectives like next sentence prediction and sentence ordering?
- How do the pre-training objectives influence the ability of a language model to generalize to unseen data?
- What are the potential drawbacks of using next sentence prediction as a pre-training objective, and how do they compare to language modeling?
- Can you discuss the trade-offs between sentence ordering and next sentence prediction as pre-training objectives, and how they impact the model's ability to capture long-range dependencies?
- How do the pre-training objectives affect the model's ability to learn from small datasets and adapt to new tasks?
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