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@@ -117,14 +117,11 @@ Our **OpenMMReasoner-7B (OMR-7B)** model demonstrates strong performance across
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  If you find OpenMMReasoner useful for your research and applications, please cite using this BibTeX:
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  ```bibtex
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- @misc{zhang2025openmmreasonerpushingfrontiersmultimodal,
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- title={OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe},
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- author={Kaichen Zhang and Keming Wu and Zuhao Yang and Bo Li and Kairui Hu and Bin Wang and Ziwei Liu and Xingxuan Li and Lidong Bing},
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- year={2025},
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- eprint={2511.16334},
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- archivePrefix={arXiv},
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- primaryClass={cs.AI},
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- url={https://arxiv.org/abs/2511.16334},
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  }
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  ```
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  If you find OpenMMReasoner useful for your research and applications, please cite using this BibTeX:
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  ```bibtex
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+ @article{zhang2025openmmreasoner,
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+ title={OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe},
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+ author={Zhang, Kaichen and Wu, Keming and Yang, Zuhao and Hu, Kairui and Wang, Bin and Liu, Ziwei and Li, Xingxuan and Bing, Lidong},
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+ journal={arXiv preprint arXiv:2511.16334},
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+ year={2025}
 
 
 
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  }
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  ```
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