CompactQE: Interpretable Translation Quality Estimation via Small Open-Weight LLMs

Kamil Guttmann, Zofia Fraś, Artur Nowakowski +1

Current state-of-the-art Quality Estimation (QE) in machine translation relies on massive, proprietary LLMs, raising data privacy concerns. We demonstrate that smaller, open-source…