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Related Questions
- What are the key differences between masked language modeling and next sentence prediction pre-training objectives?
- How does the choice of pre-training objective impact the performance of a model on downstream tasks?
- What are some strategies for selecting a pre-training objective for a specific domain, such as conversational dialogue or text classification?
- What are the advantages and disadvantages of using a combination of pre-training objectives, such as masked language modeling and next sentence prediction?
- How does the size and complexity of the pre-training dataset impact the choice of pre-training objective?
- What are some common pre-training objectives used in natural language processing, and what are their typical applications?
- How can I evaluate the effectiveness of different pre-training objectives for a particular task or domain?
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