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
In latest · #269 Added on 2026-10-21
One-line takeaway
Cortex consolidates gains from context into parametric memory, keeping them after the context is removed.
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。
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About this data
Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.
The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original.