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Knowledge Acquisition During Pre-training? Large Language Models Learn Better With Auxiliary Views

Lee, Joseph et al.
arXiv (All) · Papers
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artificial-intelligencecomputation-and-language
Gaps remain in our understanding of how large language models (LLMs) acquire knowledge during pre-training. We posit that auxiliary views, reformulations of knowledge, are causally helpful for learning. We design controlled experiments to isolate this. First, we confirm that repetition is necessary
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