@article{ai4bayescodefromnaturallanguagedescripti, title = {AI4BayesCode: From Natural Language Descriptions to Validated Modular Stateful Bayesian Samplers}, author = {Jungang Zou and Alex Ziyu Jiang and Qixuan Chen}, year = {2026}, eprint = {2605.18476}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.18476}, }