@article{thinkthroughuncertaintyimprovinglongform, title = {Think Through Uncertainty: Improving Long-Form Generation Factuality via Reasoning Calibration}, author = {Xin Liu and Lu Wang}, year = {2026}, eprint = {2604.12046}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.12046}, }