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MemBuilder: Reinforcing LLMs for Long-Term Memory Construction via Attributed Dense Rewards
告别对话失忆，用属性密集奖励让大模型真正记住历史，长期记忆构建有新招了。
arXiv:2601.05488v4 Announce Type: replace Abstract: Maintaining consistency in long-term dialogues remains a fundamental challenge for LLMs, as standa…