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@@ -231,12 +231,10 @@ We provide a complete evaluation pipeline that supports inference using **DOCR-I
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  # Citation
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  If you find our work helpful or inspiring, please feel free to cite it:
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  ```bibtex
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- @misc{zhou2024docrinspector,
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- title={DOCR-Inspector: Fine-Grained and Automated Evaluation of Document Parsing with VLM},
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- author={Yifei Zhou and Qianlan Yang and Kaixiang Lin and Min Bai and Xiong Zhou and Yu-Xiong Wang and Sergey Levine and Erran Li},
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- year={2024},
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- eprint={2512.10619},
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- archivePrefix={arXiv},
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- primaryClass={cs.CL}
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  }
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  ```
 
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  # Citation
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  If you find our work helpful or inspiring, please feel free to cite it:
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  ```bibtex
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+ @article{zhang2025docr,
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+ title={DOCR-Inspector: Fine-Grained and Automated Evaluation of Document Parsing with VLM},
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+ author={Zhang, Qintong and Zhang, Junyuan and Ren, Zhifei and Ouyang, Linke and Wen, Zichen and Niu, Junbo and Qu, Yuan and Wang, Bin and Chow, Ka-Ho and He, Conghui and others},
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+ journal={arXiv preprint arXiv:2512.10619},
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+ year={2025}
 
 
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  }
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  ```