@inproceedings{luo-etal-2025-survey, title = "A Survey on Efficient Large Language Model Training: From Data-centric Perspectives", author = "Luo, Junyu and Wu, Bohan and Luo, Xiao and Xiao, Zhiping and Jin, Yiqiao and Tu, Rong-Cheng and Yin, Nan and Wang, Yifan and Yuan, Jingyang and Ju, Wei and Zhang, Ming", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingestion-acl-25/2025.acl-long.1493/", pages = "30904--30920", ISBN = "979-8-89176-251-0" }