@article{saferriskconstrainedsamplethenfilterinla, title = {SAFER: Risk-Constrained Sample-then-Filter in Large Language Models}, author = {Qingni Wang and Yue Fan and Xin Eric Wang}, year = {2025}, eprint = {2510.10193}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.10193}, }