Reasoning via Implicit Self-supervised Emergence for Instruction Segmentation. - Qing Zhou; Lichang Yang; Yuyu Jia; Junyu Gao 001; Weiping Ni; Junzheng Wu; Qi Wang 009 (AAAI, 2026)