@article{frompassivetoactivereasoningcanlarge, title = {From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?}, author = {Zhanke Zhou and Xiao Feng and Zhaocheng Zhu and Jiangchao Yao and Sanmi Koyejo and Bo Han}, year = {2025}, eprint = {2506.08295}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.08295v1}, }