CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency.

Zhanming Shen Hao Chen 0081 Yulei Tang Shaolin Zhu Wentao Ye Xiaomeng Hu Haobo Wang 0001 Gang Chen 0001 Junbo Zhao 0002 CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency. 5123-5137 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.258 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#ShenCTZYHWCZ25 streams/conf/emnlp