Install LLaMA-Factory following LLaMA-Factory.
cd NesyCD
pip install -e ".[torch,metrics]"Install pyserini following pyserini.
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Download the datasets from official websites.
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From Google drive: (we unified the formats of the above datasets). Link
If you find our work useful in your research and would like to cite our project, please use the following citation: found this work useful, please consider giving this repository a star and citing our paper as follows:
@inproceedings{liao2025neural,
title={Neural-symbolic collaborative distillation: Advancing small language models for complex reasoning tasks},
author={Liao, Huanxuan and He, Shizhu and Xu, Yao and Zhang, Yuanzhe and Liu, Kang and Zhao, Jun},
booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
volume={39},
number={23},
pages={24567--24575},
year={2025}
}