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Subtract or Replay? Exact Deletion from Language-Model Memory

arXiv cs.LG ↗ · 2026-07-31 Cached

This paper investigates exact deletion from language-model memory, showing that subtractive methods work when record influence is addressable, while replay/rebuild is needed when influence is woven into recurrent state. Experiments on Gemma and Kimi hybrid models demonstrate trade-offs in utility and exactness.

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