@inproceedings{raya-rios-etal-2026-tiny, title = "Tiny Titans at {WMT}26: Task-Calibrated Quantization and Activation-Aware Low-Rank Compression of Gemma 3 12{B}", author = "Raya-Rios, Vania and Klimchuk, Aleksandr and Cuadrado Avila, Nicolas and Gollini Navarrete, Ivo and Horvath, Samuel and Tak{\'a}c, Martin", editor = "Haddow, Barry and Kocmi, Tom and Koehn, Philipp and Monz, Christof", booktitle = "Proceedings of the Eleventh Conference on Machine Translation", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.wmt-main.141/", pages = "2030--2037", ISBN = "979-8-89176-474-3" }