Command-A-Translate: Raising the Bar of Machine Translation with Difficulty Filtering. - Tom Kocmi; Arkady Arkhangorodsky; Alexandre Berard; Phil Blunsom; Samuel Cahyawijaya; Théo Dehaze; Marzieh Fadaee; Nicholas Frosst; Matthias Gallé; Aidan N. Gomez; Nithya Govindarajan; Wei-Yin Ko; et al. (WMT, 2025)

Unlocking Reasoning Capability on Machine Translation in Large Language Models. - Sara Rajaee; Sebastian Vincent; Alexandre Berard; Marzieh Fadaee; Kelly Marchisio; Tom Kocmi (CoRR, 2026)