AINeutralarXiv – CS AI · 4h ago6/10
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Cooperative Memory Paging with Keyword Bookmarks for Long-Horizon LLM Conversations
Researchers propose cooperative paging, a method for managing long LLM conversations by replacing evicted context with compact keyword bookmarks and providing a recall tool for on-demand retrieval. The technique outperforms existing solutions on the LoCoMo benchmark across multiple models, though bookmark discrimination remains a critical limitation.
🧠 GPT-4🧠 Claude