10.18419/darus-2124
Munz, Tanja0000-0003-3960-3290(University of Stuttgart)Väth, Dirk(University of Stuttgart)Kuznecov, Paul(University of Stuttgart)Vu, Ngoc Thang(University of Stuttgart)Weiskopf, Daniel0000-0003-1174-1026(University of Stuttgart)
NMTVis - Extended Neural Machine Translation Visualization System
DaRUS
2022
doi:10.18419/darus-2124/1
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. 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. You can find important information about our system here and an introduction to our system here.
Munz, Tanja(University of Stuttgart)