Author

Hongwei Wang

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Preprint Aug 2026

CAS: Conformalized Agentic Search via Adaptive Retrieval and Policy Weighting

Experiments across single-hop and multi-hop QA datasets demonstrate that the Conformal Prediction and Conformalized Agentic Search framework significantly improves reasoning accuracy while drastically reducing redundant tool invocations, establishing a highly reliable and efficient agent paradigm.

Zixi Zhu, Jiayuan Su, Jian Zhang et al. · 0 citations