@article{wellbegunishalfdonelowresource, title = {Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding}, author = {Feifan Song and Shaohang Wei and Wen Luo and Yuxuan Fan and Tianyu Liu and Guoyin Wang and Houfeng Wang}, year = {2025}, eprint = {2506.07434}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.07434v1}, }