@inproceedings{xia-etal-2025-rethinking, title = "Rethinking Data Selection at Scale: Random Selection is Almost All You Need", author = "Xia, Tingyu and Yu, Bowen and Dang, Kai and Yang, An and Wu, Yuan and Tian, Yuan and Chang, Yi and Lin, Junyang", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/author-page-yu-wang-polytechnic/2025.findings-emnlp.146/", doi = "10.18653/v1/2025.findings-emnlp.146", pages = "2698--2711", ISBN = "979-8-89176-335-7" }