Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
Yang Zhao, Li Du, Xiao Ding, Yangou Ouyang, Hepeng Wang, Kai Xiong, Jinglong Gao, Zhouhao Sun, Dongliang Xu, Qing Yang, Dongchen Li, Bing Qin, Ting Liu. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.
Authors
- Bing Qin (ORCID: https://orcid.org/0000-0002-2543-5604)
- Li Du (ORCID: https://orcid.org/0000-0003-2533-2426)
- Yunwei Ouyang (ORCID: https://orcid.org/0000-0003-2182-2276)
- Jinglong Gao (ORCID: https://orcid.org/0000-0002-4466-0516)
- Dongliang Xu (ORCID: https://orcid.org/0000-0002-6908-253X)
- Ting Liu (ORCID: https://orcid.org/0000-0003-3489-4578)
- Zhouhao Sun
- Zhao Yang (ORCID: https://orcid.org/0000-0001-7681-1473)
- Kai Xiong (ORCID: https://orcid.org/0000-0002-5909-3075)
- Xiao Ding (ORCID: https://orcid.org/0000-0002-0863-242X)
- Dongchen Li (ORCID: https://orcid.org/0009-0002-6320-9736)
- Qing Yang (ORCID: https://orcid.org/0000-0002-3059-8950)
- Hepeng Wang
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.18653/v1/2025.acl-long.1189
- Primary Topic
- Online Learning and Analytics
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China