Yide Gao
1 indexed paper
Recent (6 mo)
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126
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NLP×1ML×1
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2026
Resonant Context Anchoring: Decoupling Attention Routing and Signal Gain at Inference Time
The paper proposes Resonant Context Anchoring (RCA), a lightweight, training-free method that enhances factual faithfulness in LLMs by dynamically amplifying the signal of external context evidence during inference.
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Papers
cs.CLcs.LGRecentJun 1, 2026
Resonant Context Anchoring: Decoupling Attention Routing and Signal Gain at Inference Time
Mingkuan Zhao, Yide Gao, Wentao Hu, Suquan Chen +5 more
The paper proposes Resonant Context Anchoring (RCA), a lightweight, training-free method that enhances factual faithfulness in LLMs by dynamically amplifying the signal of external context evidence du…
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