SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models
Zhuang Li, Yuncheng Hua, Thuy-Trang Vu, Haolan Zhan, Lizhen Qu, Gholamreza Haffari. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.
Authors
- Lizhen Qu (ORCID: https://orcid.org/0000-0002-7764-431X)
- Haolan Zhan (ORCID: https://orcid.org/0000-0001-9628-5992)
- Yuncheng Hua (ORCID: https://orcid.org/0000-0002-4238-5071)
- Thuy-Trang Vu (ORCID: https://orcid.org/0009-0005-6296-4184)
- Gholamreza Haffari (ORCID: https://orcid.org/0000-0001-7326-8380)
- Zhuang Li (ORCID: https://orcid.org/0009-0006-3870-4275)
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.18653/v1/2025.acl-long.625
- Primary Topic
- Natural Language Processing Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00