@inproceedings{yu-etal-2026-egt, title = "{EGT}-{KG}: Evidence-Grounded Typed {KG} Retrieval for Practical Scientific {QA} with Small Language Models", author = "Yu, Muran and Gao, Jiechao and Pan, Yuandong and Miao, Barney Haoyun and Lesh, Andrew Carter and Law, Kincho and Wang, Jie and Lepech, Michael", editor = "Atanasova, Pepa and Haffari, Gholamreza and Wang, Minghan", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-industry.139/", pages = "2333--2354", ISBN = "979-8-89176-460-6" }