@article{teachingllmstoaskselfqueryingcategorythe, title = {Teaching LLMs to Ask: Self-Querying Category-Theoretic Planning for Under-Specified Reasoning}, author = {Shuhui Qu}, year = {2026}, eprint = {2601.20014}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.20014}, }