From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning

From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning Ming Li author Yong Zhang author Zhitao Li author Jiuhai Chen author Lichang Chen author Ning Cheng author Jianzong Wang author Tianyi Zhou author Jing Xiao author 2024-06 text Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) Kevin Duh editor Helena Gomez editor Steven Bethard editor Association for Computational Linguistics Mexico City, Mexico conference publication li-etal-2024-quantity 10.18653/v1/2024.naacl-long.421 https://aclanthology.org/2024.naacl-long.421/ 2024-06 7602 7635