@article{hosseini-etal-2026-cg, title = "{CG}-{TTRL}: Context-Guided Test-Time Reinforcement Learning for On-Device Large Language Models", author = "Hosseini, Peyman and Bohdal, Ondrej and Ceritli, Taha and Castro, Ignacio and Purver, Matthew and Ozay, Mete and Michieli, Umberto", journal = "Transactions of the Association for Computational Linguistics", volume = "14", year = "2026", address = "Cambridge, MA", publisher = "MIT Press", url = "https://aclanthology.org/2026.tacl-1.85/", doi = "10.1162/tacl.a.783", pages = "1883--1898" }