@article{progressthinksemanticprogressreasoningfo, title = {Progress-Think: Semantic Progress Reasoning for Vision-Language Navigation}, author = {Shuo Wang and Yucheng Wang and Guoxin Lian and Yongcai Wang and Maiyue Chen and Kaihui Wang and Bo Zhang and Zhizhong Su and Yutian Zhou and Wanting Li and Deying Li and Zhaoxin Fan}, year = {2025}, eprint = {2511.17097}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.17097}, }