@article{dosmalllanguagemodelsknowwhentheyrewrong, title = {Do Small Language Models Know When They're Wrong? Confidence-Based Cascade Scoring for Educational Assessment}, author = {Tyler Burleigh}, year = {2026}, eprint = {2604.19781}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.19781}, }