@inproceedings{shi-etal-2026-insight, title = "From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models", author = "Shi, Ling and Wu, Xinwei and Zhao, Xiaohu and Wang, Hao and Liu, Heng and Liu, Yangyang and Xu, Linlong and Wang, Longyue and Xiong, Deyi and Luo, Weihua", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.283/", pages = "6258--6272", ISBN = "979-8-89176-390-6" }