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@@ -748,7 +748,7 @@ If you use this model in your work, please cite the following paper:
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  @article{points-reader,
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  title={POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion},
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  author={Liu, Yuan and Zhongyin Zhao and Tian, Le and Haicheng Wang and Xubing Ye and Yangxiu You and Zilin Yu and Chuhan Wu and Zhou, Xiao and Yu, Yang and Zhou, Jie},
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- journal={EMNLP2025},
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  year={2025}
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  }
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  @article{points-reader,
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  title={POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion},
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  author={Liu, Yuan and Zhongyin Zhao and Tian, Le and Haicheng Wang and Xubing Ye and Yangxiu You and Zilin Yu and Chuhan Wu and Zhou, Xiao and Yu, Yang and Zhou, Jie},
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+ journal={arXiv preprint arXiv:2509.01215},
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  year={2025}
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  }
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