@article{linearpreferenceoptimizationdecoupledgra, title = {Linear Preference Optimization: Decoupled Gradient Control via Absolute Regularization}, author = {Rui Wang and Qianguo Sun and Chao Song and Junlong Wu and Tianrong Chen and Zhiyun Zeng and Yu Li}, year = {2025}, eprint = {2508.14947}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.14947}, }