@article{lookagainbeforeyouabstainbudgetedconform, title = {Look Again Before You Abstain:Budgeted Conformal Evidence Acquisition for Reliable Vision-Language Model}, author = {Jian Xu and Delu Zeng and John Paisley and Qibin Zhao}, year = {2026}, eprint = {2606.16667}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.16667}, }