%0 Generic %1 munz2021nmtvis %A Munz, Tanja %A Väth, Dirk %A Kuznecov, Paul %A Vu, Ngoc Thang %A Weiskopf, Daniel %D 2021 %K %R 10.18419/darus-1849 %T NMTVis - Neural Machine Translation Visualization System %X 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.

@misc{munz2021nmtvis, abstract = {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.}, added-at = {2023-08-31T15:16:19.000+0200}, affiliation = {Munz, Tanja/University of Stuttgart, Väth, Dirk/University of Stuttgart, Kuznecov, Paul/University of Stuttgart, Vu, Ngoc Thang/University of Stuttgart, Weiskopf, Daniel/University of Stuttgart}, author = {Munz, Tanja and Väth, Dirk and Kuznecov, Paul and Vu, Ngoc Thang and Weiskopf, Daniel}, biburl = {https://puma.ub.uni-stuttgart.de/bibtex/2096de0b9c50dde009cdaee2197b3fa82/puma-wartung}, doi = {10.18419/darus-1849}, howpublished = {Software}, interhash = {9b847b4ad1d4947d2faebea4e35eeb56}, intrahash = {096de0b9c50dde009cdaee2197b3fa82}, keywords = {}, note = {Related to: T. Munz, D. Väth, P. Kuznecov, N. T. Vu, and D. Weiskopf. "Visual-Interactive Neural Machine Translation". Graphics Interface. 2021}, orcid-numbers = {Munz, Tanja/0000-0003-3960-3290, Weiskopf, Daniel/0000-0003-1174-1026}, timestamp = {2023-08-31T13:16:19.000+0200}, title = {NMTVis - Neural Machine Translation Visualization System}, year = 2021 }