@article{dollmstrulygeneralizeinthemoleculardomai, title = {Do LLMs Truly Generalize in the Molecular Domain? A Perturbation-Based Analysis}, author = {Jiatong Li and Weida Wang and Changmeng Zheng and Shufei Zhang and Yatao Bian and Xiao-yong Wei and Qing Li}, year = {2026}, eprint = {2607.01800}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.01800}, }