arXiv 2610.20399 · cs.CL · 2026-10-14
Cortex: Consolidating Context into Parametric Memory
Jintian Zhang, Feng He, Xinnian Liang, Ziwen Xu, Haoming Xu, Haojing Huang, Shuangzhi Wu, Ningyu Zhang
ByteDance Seed
在最新榜 #269 本站收录于 2026-10-21
一句话要点
Cortex 借鉴生物记忆巩固，把上下文带来的能力提升内化进模型参数，移除上下文后仍保留。
Cortex consolidates gains from context into parametric memory, keeping them after the context is removed.
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主题与学科
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- PAR: Progress-Aligned Recurrence for Length Generalization in State Tracking ▲148
- MemT-1.0: Towards Memory-Native Evolution ▲119
数据说明
元数据来自 arXiv API（已核实）；点赞来自 Hugging Face 每日论文；引用来自 Semantic Scholar。最近刷新 2026-10-22。
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