@inproceedings{wang-etal-2022-formulating, title = "Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition", author = "Wang, Zihan and Zhao, Kewen and Wang, Zilong and Shang, Jingbo", editor = "Goldberg, Yoav and Kozareva, Zornitsa and Zhang, Yue", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2022", month = dec, year = "2022", address = "Abu Dhabi, United Arab Emirates", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/jlcl-multiple-ingestion/2022.findings-emnlp.232/", doi = "10.18653/v1/2022.findings-emnlp.232", pages = "3186--3199" }