@article{efficientinferenceusinglargelanguagemode, title = {Efficient Inference Using Large Language Models with Limited Human Data: Fine-Tuning then Rectification}, author = {Lei Wang and Zikun Ye and Jinglong Zhao}, year = {2025}, eprint = {2511.19486}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.19486}, }