@article{kbqar1reinforcinglargelanguagemodelsfork, title = {KBQA-R1: Reinforcing Large Language Models for Knowledge Base Question Answering}, author = {Xin Sun and Zhongqi Chen and Xing Zheng and Qiang Liu and Shu Wu and Bowen Song and Zilei Wang and Weiqiang Wang and Liang Wang}, year = {2025}, eprint = {2512.10999}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.10999}, }