@article{hierarchicallanguagemodelsforsemantic, title = {Hierarchical Language Models for Semantic Navigation and Manipulation in an Aerial-Ground Robotic System}, author = {Haokun Liu and Zhaoqi Ma and Yunong Li and Junichiro Sugihara and Yicheng Chen and Jinjie Li and Moju Zhao}, year = {2025}, eprint = {2506.05020}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.05020v2}, }