@inproceedings{tran-etal-2026-mlops, title = "{MLO}ps-Bench: Benchmarking {AI} Agents on Production {ML} Engineering in Real Repositories", author = "Tran, Quoc Co and Patel, Hitesh Laxmichand and Mahajan, Diwakar and Bakliwal, Kshitij and Sil, Avi and Kirchhoff, Katrin", 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.1402/", pages = "29888--29903", ISBN = "979-8-89176-462-0" }