Wentao Hu
2 indexed papers
Recent (6 mo)
2With code
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226
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NLP×2ML×1AI×1Info Retrieval×1
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Research Timeline
2026
SkillBrew: Multi-Objective Curation of Skill Banks for LLM Agents
The paper introduces SkillBrew, a multi-objective framework that treats skill bank curation as a constrained optimization problem to build efficient and well-curated skill repositories for LLM agents.
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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cs.CLcs.AIcs.IRRecentMay 28, 2026