Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach

Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach Yue Yu author Rongzhi Zhang author Ran Xu author Jieyu Zhang author Jiaming Shen author Chao Zhang author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) Anna Rogers editor Jordan Boyd-Graber editor Naoaki Okazaki editor Association for Computational Linguistics Toronto, Canada conference publication yu-etal-2023-cold 10.18653/v1/2023.acl-long.141 https://aclanthology.org/2023.acl-long.141/ 2023-07 2499 2521