@inproceedings{li-etal-2025-scar, title = "{SCAR}: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models", author = "Li, Zhuang and Hua, Yuncheng and Vu, Thuy-Trang and Zhan, Haolan and Qu, Lizhen and Haffari, Gholamreza", 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/acl25-workshop-ingestion/2025.acl-long.625/", pages = "12756--12790", ISBN = "979-8-89176-251-0" }