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@@ -106,7 +106,7 @@ If you find our work useful, please consider citing our paper:
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  @article{jiutian-math2025,
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  title={JIUTIAN MATH: A MULTI-STAGE FRAMEWORK FOR ADVANCED MATHEMATICAL REASONING IN LARGE LANGUAGE MODELS},
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  author={Authors},
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- journal={arXiv preprint arXiv:xxxx.xxxxx},
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  year={2025}
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  }
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  ```
 
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  @article{jiutian-math2025,
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  title={JIUTIAN MATH: A MULTI-STAGE FRAMEWORK FOR ADVANCED MATHEMATICAL REASONING IN LARGE LANGUAGE MODELS},
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  author={Authors},
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+ journal={arXiv:2507.19748},
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  year={2025}
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  }
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  ```