@article{recognitionthroughreasoningreinforcing, title = {Recognition through Reasoning: Reinforcing Image Geo-localization with Large Vision-Language Models}, author = {Ling Li and Yao Zhou and Yuxuan Liang and Fugee Tsung and Jiaheng Wei}, year = {2025}, eprint = {2506.14674}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.14674v1}, }