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Related Questions
- How does the next sentence prediction task contribute to the improvement of language understanding in large language models like LLMs?
- Can you explain the relationship between next sentence prediction and the overall coherence of generated text in LLMs?
- What are some common challenges associated with training LLMs on next sentence prediction tasks, and how can they be addressed?
- How do LLMs use the next sentence prediction task to identify and generate coherent passages, and what are the implications for downstream NLP tasks?
- Can you discuss the role of next sentence prediction in relation to other pre-training tasks, such as masked language modeling and sentence classification?
- What is the impact of next sentence prediction on the ability of LLMs to handle out-of-domain or out-of-context inputs?
- How do LLMs use contextual information to improve next sentence prediction, and what are the implications for their ability to generate coherent text?
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