@article{languagegroundeddecoupledactionrepresent, title = {Language-Grounded Decoupled Action Representation for Robotic Manipulation}, author = {Wuding Weng and Tongshu Wu and Liucheng Chen and Siyu Xie and Zheng Wang and Xing Xu and Jingkuan Song and Heng Tao Shen}, year = {2026}, eprint = {2603.12967}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.12967}, }