@article{atmalengthinvariantlanguagemodelingviapo, title = {ATMA: Length-Invariant Language Modeling via Polar Attention and Gated-Delta Compression Memory}, author = {Habibullah Akbar}, year = {2026}, eprint = {2606.25156}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.25156}, }