@inproceedings{tang-etal-2026-next, title = "Is Next-Chunk Reasoning {RL} Really Better than {SFT}? Revisiting Training Strategies under no-{C}o{T} Data", author = "Tang, Yinhao and Fang, Youqing and Sun, Yanan and Liu, Jiangning and Wang, Ziyi and Zhao, Xun and Zhang, Weiming and Liu, Bin and Liu, Kuikun and Zhang, Wenwei and Chen, Kai", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.921/", pages = "21209--21228", ISBN = "979-8-89176-459-0" }