@inproceedings{ruan-etal-2026-gift, title = "{GIFT}: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models", author = "Ruan, Zhiwen and Du, Yichao and Zheng, Jianjie and Wang, Longyue and Chen, Yun and Li, Peng and Su, Jinsong and Liu, Yang and Chen, Guanhua", 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.358/", pages = "7866--7878", ISBN = "979-8-89176-390-6" }