TranslateGemma is a family of open machine translation models fine-tuned from Gemma 3 to translate many languages more accurately.
The paper introduces UCoder, a way to teach a code-generating AI to get better without using any outside datasets, not even unlabeled code.
This paper builds a big, fair test called Hearing to Translate to check how well different speech translation systems work in the real world.