@article{bridgingthedimensionalchasmuncoverlayer, title = {Bridging the Dimensional Chasm: Uncover Layer-wise Dimensional Reduction in Transformers through Token Correlation}, author = {Zhuo-Yang Song and Zeyu Li and Qing-Hong Cao and Ming-Xing Luo and Hua Xing Zhu}, year = {2025}, eprint = {2503.22547}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.22547v1}, }