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Understanding the Interplay between Memorization and Learning in Large Language Models

Ghosh, Bishwamittra et al.
arXiv (All) · Papers
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machine-learning
We investigate foundational questions about the interplay between memorization and learning in large language models (LLMs). When an LLM generates a string, can we disentangle the roles of rote memorization and contextual learning? Rote memorization results in an LLM regurgitating specific details o
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