@article{fromhumanlabelstoliteraturesemisupervise, title = {From Human Labels to Literature: Semi-Supervised Learning of NMR Chemical Shifts at Scale}, author = {Yongqi Jin and Yecheng Wang and Jun-jie Wang and Rong Zhu and Guolin Ke and Weinan E}, year = {2026}, eprint = {2601.18524}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.18524}, }