@article{sempoirlaligningllmsemanticreasoningfori, title = {SemPOI-RL: Aligning LLM Semantic Reasoning for Interpretable Out-of-Town POI Sequential Generation}, author = {Yunqi Liu and Yang Zhang and Ruixing Zhang and Liangzhe Han and Yi Qiao and Tongyu Zhu and Leilei Sun}, year = {2026}, eprint = {2608.30399}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.30399}, }