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ENTITY Language Generation with Replay: A Learning-Theoretic View of Model Collapse

Language Generation with Replay: A Learning-Theoretic View of Model Collapse

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  1. TOOL · CL_128609 ·

    New theory explores model collapse from LLM-generated text replay

    A new theoretical framework, "Language Generation with Replay: A Learning-Theoretic View of Model Collapse," examines the problem of model collapse in large language models (LLMs). The research introduces a "replay adve…