@article{beyondsemanticstheunreasonable, title = {Beyond Semantics: The Unreasonable Effectiveness of Reasonless Intermediate Tokens}, author = {Kaya Stechly and Karthik Valmeekam and Atharva Gundawar and Vardhan Palod and Subbarao Kambhampati}, year = {2025}, eprint = {2505.13775}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.13775v1}, }