@inproceedings{shen-etal-2025-cycle, title = "{CYCLE}-{INSTRUCT}: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency", author = "Shen, Zhanming and Chen, Hao and Tang, Yulei and Zhu, Shaolin and Ye, Wentao and Hu, Xiaomeng and Wang, Haobo and Chen, Gang and Zhao, Junbo", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.258/", pages = "5123--5137", ISBN = "979-8-89176-332-6" }