Yitong Hu
1 indexed paper
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126
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NLP×1
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2026
Unified Context Evolution for LLM Agents
The paper introduces Unified Context Evolution (UCE), a gradient-free framework that externalizes and manages agent experience into a typed, evolving library, significantly improving performance on multi-step interactive tasks.
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Papers
cs.CLRecentJun 1, 2026
Unified Context Evolution for LLM Agents
Zixuan Zhu, Yitong Hu, Yong Dai, Junfeng Fang +3 more
The paper introduces Unified Context Evolution (UCE), a gradient-free framework that externalizes and manages agent experience into a typed, evolving library, significantly improving performance on mu…
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