@article{separatingrepresentationfromreconstructi, title = {Separating Representation from Reconstruction Enables Scalable Text Encoders}, author = {Megi Dervishi and Mathurin Videau and Yann LeCun}, year = {2026}, eprint = {2607.04011}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.04011}, }