@inproceedings{liu-etal-2026-notes2skills, title = "{N}otes2{S}kills: From Lab Notebooks to Certainty-Aware Scientific Agent Skills", author = "Liu, Shi and Chen, Jiayao and Qin, Chengwei and HU, Yanqing and Zhang, Jufan and Yang, Linyi", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1458/", pages = "31030--31047", ISBN = "979-8-89176-462-0" }