@misc{https://doi.org/10.48550/arxiv.2209.06995, doi = {10.48550/ARXIV.2209.06995}, url = {https://arxiv.org/abs/2209.06995}, author = {Yu, Yue and Zhang, Rongzhi and Xu, Ran and Zhang, Jieyu and Shen, Jiaming and Zhang, Chao}, keywords = {Computation and Language (cs.CL), Machine Learning (cs.LG), FOS: Computer and information sciences, FOS: Computer and information sciences}, title = {Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach}, publisher = {arXiv}, year = {2022}, copyright = {Creative Commons Attribution 4.0 International} }