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@@ -22,16 +22,16 @@ For details of training and evaluation, please see our [code repo](https://githu
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  Explore further via the following links:
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- | [**🚀Project Page**](https://tiger-ai-lab.github.io/VL-Rethinker/) | [**📖Paper**](https://github.com/TIGER-AI-Lab/VL-Rethinker/blob/main/paper.pdf) | [**🔗Github**](https://github.com/TIGER-AI-Lab/VL-Rethinker/) | [**🤗Data** (Coming Soon)]() |
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  ## Citation
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  If you feel this model useful, please give us a free cite:
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  ```
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- @article{VLRethinker,
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- title={VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning},
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- author={Wang, Haozhe and Qu, Chao and Huang, Zuming and Chu, Wei and Fangzhen, Lin and Wenhu Chen},
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- journal={ArXiv},
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- year={2025},
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  }
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  ```
 
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  Explore further via the following links:
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+ | [**🚀Project Page**](https://tiger-ai-lab.github.io/VL-Rethinker/) | [**📖Paper**](https://arxiv.org/abs/2504.08837) | [**🔗Github**](https://github.com/TIGER-AI-Lab/VL-Rethinker/) | [**🤗Data** (Coming Soon)]() |
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  ## Citation
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  If you feel this model useful, please give us a free cite:
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  ```
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+ @article{vl-rethinker,
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+ title={VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning},
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+ author = {Wang, Haozhe and Qu, Chao and Huang, Zuming and Chu, Wei and Lin, Fangzhen and Chen, Wenhu},
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+ journal={arXiv preprint arXiv:2504.08837},
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+ year={2025}
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  }
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  ```