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Neural Garbage Collection: Learning to Forget while Learning to Reason

Neural Garbage Collection trains language models via reinforcement learning to evict KV cache entries during reasoning, achieving 2-3x compression with minimal accuracy loss.

Michael Li, Jubayer Ibn Hamid, Emily Fox, Noah Goodman

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026 · ▲ 2 on Hugging Face

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AI panel: 12 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 0/5