@article{monotonicityasanarchitecturalbiasforrobu, title = {Monotonicity as an Architectural Bias for Robust Language Models}, author = {Patrick Cooper and Alireza Nadali and Ashutosh Trivedi and Alvaro Velasquez}, year = {2026}, eprint = {2602.02686}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.02686}, }