This repository contains the code and data to train multi-task learning (MTL) models to evaluate machine translation of emotion-loaded user-generated content (UGC). - surrey-nlp/MTL4QE Skip to content ...

1. Machine translation can’t be the sole translator in government communications The U.S. Department of Justice has made it clear: Machine translation must be reviewed by human linguists before use.

The SEAMLESSM4T speech- and text-translation tool published in January (SEAMLESS Communication Team Nature 637, 587–593; 2025) represents a major advance for multilingual and multimodal machine ...