@article{geometrywithoutpositionwhenpositionalemb, title = {Geometry without Position? When Positional Embeddings Help and Hurt Spatial Reasoning}, author = {Jian Shi and Michael Birsak and Wenqing Cui and Zhenyu Li and Peter Wonka}, year = {2026}, eprint = {2601.22231}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.22231}, }