@article{pointsreaderdistillationfreeadaptationof, title = {POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion}, author = {Yuan Liu and Zhongyin Zhao and Le Tian and Haicheng Wang and Xubing Ye and Yangxiu You and Zilin Yu and Chuhan Wu and Xiao Zhou and Yang Yu and Jie Zhou}, year = {2025}, eprint = {2509.01215}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.01215}, }