@inproceedings{xia-etal-2026-mmscicode, title = "{MMS}ci{C}ode: Real-world Evaluation of Multilingual Multi-Discipline Scientific Research Coding", author = "Xia, Xue and Yang, Zheyuan and Cohan, Arman and Zhao, Yilun", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1566/", pages = "33981--33999", ISBN = "979-8-89176-390-6" }