If you use the model in your research, please cite the original papers as below.

@article{liu2025rulereasoner,
 title={RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling}, 
 author={Yang Liu and Jiaqi Li and Zilong Zheng},
 year={2025},
 eprint={2506.08672},
 archivePrefix={arXiv},
 primaryClass={cs.CL},
 url={https://arxiv.org/abs/2506.08672}, 
}

Code: https://github.com/bigai-nlco/RuleReasoner

Base model