The MAKE-NMTViz Project: Meaningful, Accurate and Knowledge-limited Explanations of NMT Systems for Translators

Gabriela González Sáez, Fabien Lopez, Mariam Nakhlé, James Turner, Nicolas Ballier, Marco Dinarelli, Emmanuelle Esperança-Rodier, Sui He, Caroline Rossi, Didier Schwab, Jun Yang

Abstract: This paper describes MAKE-NMTViz, a project designed to help translators visualize neural machine translation outputs using explainable artificial intelligence visualization tools initially developed for computer vision.