Chonghan Liu
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126
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2026
CAPF: Guiding Search-Agent Rollouts with Credit-Attenuated Privileged Feedback
The paper proposes Credit-Attenuated Privileged Feedback (CAPF), a training-time mechanism that uses verifier-side information to guide LLM search agents, significantly improving their performance on complex QA tasks.
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cs.AIRecentJun 1, 2026
CAPF: Guiding Search-Agent Rollouts with Credit-Attenuated Privileged Feedback
Bin Chen, Xinye Liao, Yiming Liu, Xin Liao +1 more
The paper proposes Credit-Attenuated Privileged Feedback (CAPF), a training-time mechanism that uses verifier-side information to guide LLM search agents, significantly improving their performance on…
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