@article{pauseorfabricatetraininglanguagemodelsfo, title = {Pause or Fabricate? Training Language Models for Grounded Reasoning}, author = {Yiwen Qiu and Linjuan Wu and Yizhou Liu and Yuchen Yan and Jin Ma and Xu Tan and Yao Hu and Daoxin Zhang and Wenqi Zhang and Weiming Lu and Jun Xiao and Yongliang Shen}, year = {2026}, eprint = {2604.19656}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.19656}, }