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Zhengyang Zhang

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Preprint Aug 2026

CARGO-VL: Counterfactual Arbitration with Risk-Constrained Group Optimization for Vision-Language Models

Vision-language systems combine images with retrieved text, but these sources can disagree or jointly fail to support an answer. Reliable models must identify the trustworthy source and abstain when neither is adequate. Existing post-training objectives score instances independently and therefore do not enforce coheren...

Dengdu Jiang, Zhengyang Zhang, Kehong Yuan et al. · 0 citations

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