NMTVis - Extended Neural Machine Translation Visualization System

NMTVis is a web-based visual analytics system to analyze, understand, and correct translations generated with neural machine translation. First, a document can be translated using a neural machine translation model (we support an LSTM-based and the Transformer architecture). Afterward, users can find mistranslated sentences, explore and correct these sentences and retrain the model to generate a better translation for the whole document. Our approach targets the correction of domain-specific documents. <i>This extended version of our visual analytics system provides additional visualization and interaction techniques as well as scripts for computer-based evaluation of our approach.</i>
You can find important information about our system <a href="https://github.com/MunzT/NMTVis/blob/nmtvis_v2.0/README.md">here</a> and an introduction to our system <a href="https://github.com/MunzT/NMTVis/blob/nmtvis_v2.0/INTRO.md">here</a>.