@article{recognitionrefusalmisalignmentinllmswhym, title = {Recognition-Refusal Misalignment in LLMs: Why Models Answer Structurally Unanswerable Questions}, author = {Yucheng Du and Xiyang Hu}, year = {2026}, eprint = {2608.29109}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.29109}, }