@article{isonpolicydataalwaysthebestchoicefordire, title = {Is On-Policy Data always the Best Choice for Direct Preference Optimization-based LM Alignment?}, author = {Zetian Sun and Dongfang Li and Xuhui Chen and Baotian Hu and Min Zhang}, year = {2025}, eprint = {2508.10530}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.10530}, }