Mingkuan Zhao
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
NLP×1ML×1
Frequent co-authors
Research Timeline
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.
Highlighted terms show continued research focus across papers
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…
View →