@article{beamsearchselfconsistencyandthelimitsofi, title = {Beam Search, Self-Consistency, and the Limits of Inference-Time Scaling for Grammar-Constrained Text-to-SQL in Small Language Models}, author = {Ty Chermsirivatana and John MacCormick}, year = {2026}, eprint = {2608.25761}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.25761}, }