CriticLeanGPT-Qwen3-14B-RL

Name: CriticLeanGPT-Qwen3-14B-RL
Author: m-a-p

14.0B

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m-a-p

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OTHER

14B params

New

79 downloads

Early-stage

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Edge AI:

Mobile

Laptop

Server

32GB+ RAM

Mobile

Laptop

Server

Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile

4-6GB RAM

Laptop

16GB RAM

Server

GPU

Minimum Recommended

14GB+ RAM

Code Examples

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
      year={2025},
      eprint={2507.06181},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
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@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
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@misc{peng2025criticleancriticguidedreinforcementlearning,
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@misc{peng2025criticleancriticguidedreinforcementlearning,
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@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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      url={https://arxiv.org/abs/2507.06181}, 
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
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      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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      archivePrefix={arXiv},
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      url={https://arxiv.org/abs/2507.06181}, 
}

📜 Licensetext

@misc{peng2025criticleancriticguidedreinforcementlearning,
      title={CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization}, 
      author={Zhongyuan Peng and Yifan Yao and Kaijing Ma and Shuyue Guo and Yizhe Li and Yichi Zhang and Chenchen Zhang and Yifan Zhang and Zhouliang Yu and Luming Li and Minghao Liu and Yihang Xia and Jiawei Shen and Yuchen Wu and Yixin Cao and Zhaoxiang Zhang and Wenhao Huang and Jiaheng Liu and Ge Zhang},
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