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Yunlong Deng, Yan Li, Xing Hu, Yida Zhu, Sean Du, Weiyang Liu, Guangyi Chen

Public reference bibliography and cataloged PDF materials authored or published by Yunlong Deng, Yan Li, Xing Hu, Yida Zhu, Sean Du, Weiyang Liu, Guangyi Chen.

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Editing as Language: Teaching LLM Agents a Grammar for Native Context Editing

Year: 2026 • Source: arxiv.org • Listed PDF

A synopsis in novels folds a story into a few lines; a function in code gathers many steps with a single execution. Context editing is native to language itself. In this paper, we propose the Native Context Editing (NCE)...