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@@ -13,7 +13,7 @@ pipeline_tag: video-text-to-text
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  <div align="center">
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  [![Data](https://img.shields.io/badge/Data-0040A1?style=for-the-badge&logo=huggingface&logoColor=ffffff&labelColor)](https://huggingface.co/collections/lmms-lab/longvt)
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- [![Paper](https://img.shields.io/badge/Paper-000000?style=for-the-badge&logo=arxiv&logoColor=white)](https://arxiv.org/abs/2511.16334)
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  [![Project Page](https://img.shields.io/badge/Website-000000?style=for-the-badge&logo=google-chrome&logoColor=white)](https://evolvinglmms-lab.github.io/LongVT/)
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  [![Github](https://img.shields.io/badge/Code-000000?style=for-the-badge&logo=github&logoColor=white)](https://github.com/EvolvingLMMs-Lab/LongVT)
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  </div>
@@ -71,14 +71,14 @@ For detailed instructions on inference and evaluation, please refer to our [GitH
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  If you find LongVT 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 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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  <div align="center">
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  [![Data](https://img.shields.io/badge/Data-0040A1?style=for-the-badge&logo=huggingface&logoColor=ffffff&labelColor)](https://huggingface.co/collections/lmms-lab/longvt)
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+ [![Paper](https://img.shields.io/badge/Paper-000000?style=for-the-badge&logo=arxiv&logoColor=white)](https://arxiv.org/abs/2511.20785)
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  [![Project Page](https://img.shields.io/badge/Website-000000?style=for-the-badge&logo=google-chrome&logoColor=white)](https://evolvinglmms-lab.github.io/LongVT/)
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  [![Github](https://img.shields.io/badge/Code-000000?style=for-the-badge&logo=github&logoColor=white)](https://github.com/EvolvingLMMs-Lab/LongVT)
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  </div>
 
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  If you find LongVT useful for your research and applications, please cite using this BibTeX:
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  ```bibtex
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+ @misc{yang2025longvtincentivizingthinkinglong,
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+ title={LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling},
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+ author={Zuhao Yang and Sudong Wang and Kaichen Zhang and Keming Wu and Sicong Leng and Yifan Zhang and Chengwei Qin and Shijian Lu and Xingxuan Li and Lidong Bing},
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  year={2025},
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+ eprint={2511.20785},
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  archivePrefix={arXiv},
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+ primaryClass={cs.CV},
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+ url={https://arxiv.org/abs/2511.20785},
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  }
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  ```
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