@inproceedings{stojanovski-etal-2018-lmu,
title = "The {LMU} {M}unich Unsupervised Machine Translation Systems",
author = "Stojanovski, Dario and
Hangya, Viktor and
Huck, Matthias and
Fraser, Alexander",
booktitle = "Proceedings of the Third Conference on Machine Translation: Shared Task Papers",
month = oct,
year = "2018",
address = "Belgium, Brussels",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/W18-6428",
doi = "10.18653/v1/W18-6428",
pages = "513--521",
abstract = "We describe LMU Munich{'}s unsupervised machine translation systems for English↔German translation. These systems were used to participate in the WMT18 news translation shared task and more specifically, for the unsupervised learning sub-track. The systems are trained on English and German monolingual data only and exploit and combine previously proposed techniques such as using word-by-word translated data based on bilingual word embeddings, denoising and on-the-fly backtranslation.",
}
<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="stojanovski-etal-2018-lmu">
<titleInfo>
<title>The LMU Munich Unsupervised Machine Translation Systems</title>
</titleInfo>
<name type="personal">
<namePart type="given">Dario</namePart>
<namePart type="family">Stojanovski</namePart>
<role>
<roleTerm authority="marcrelator" type="text">author</roleTerm>
</role>
</name>
<name type="personal">
<namePart type="given">Viktor</namePart>
<namePart type="family">Hangya</namePart>
<role>
<roleTerm authority="marcrelator" type="text">author</roleTerm>
</role>
</name>
<name type="personal">
<namePart type="given">Matthias</namePart>
<namePart type="family">Huck</namePart>
<role>
<roleTerm authority="marcrelator" type="text">author</roleTerm>
</role>
</name>
<name type="personal">
<namePart type="given">Alexander</namePart>
<namePart type="family">Fraser</namePart>
<role>
<roleTerm authority="marcrelator" type="text">author</roleTerm>
</role>
</name>
<originInfo>
<dateIssued>2018-oct</dateIssued>
</originInfo>
<typeOfResource>text</typeOfResource>
<relatedItem type="host">
<titleInfo>
<title>Proceedings of the Third Conference on Machine Translation: Shared Task Papers</title>
</titleInfo>
<originInfo>
<publisher>Association for Computational Linguistics</publisher>
<place>
<placeTerm type="text">Belgium, Brussels</placeTerm>
</place>
</originInfo>
<genre authority="marcgt">conference publication</genre>
</relatedItem>
<abstract>We describe LMU Munich’s unsupervised machine translation systems for English↔German translation. These systems were used to participate in the WMT18 news translation shared task and more specifically, for the unsupervised learning sub-track. The systems are trained on English and German monolingual data only and exploit and combine previously proposed techniques such as using word-by-word translated data based on bilingual word embeddings, denoising and on-the-fly backtranslation.</abstract>
<identifier type="citekey">stojanovski-etal-2018-lmu</identifier>
<identifier type="doi">10.18653/v1/W18-6428</identifier>
<location>
<url>https://aclanthology.org/W18-6428</url>
</location>
<part>
<date>2018-oct</date>
<extent unit="page">
<start>513</start>
<end>521</end>
</extent>
</part>
</mods>
</modsCollection>
%0 Conference Proceedings
%T The LMU Munich Unsupervised Machine Translation Systems
%A Stojanovski, Dario
%A Hangya, Viktor
%A Huck, Matthias
%A Fraser, Alexander
%S Proceedings of the Third Conference on Machine Translation: Shared Task Papers
%D 2018
%8 oct
%I Association for Computational Linguistics
%C Belgium, Brussels
%F stojanovski-etal-2018-lmu
%X We describe LMU Munich’s unsupervised machine translation systems for English↔German translation. These systems were used to participate in the WMT18 news translation shared task and more specifically, for the unsupervised learning sub-track. The systems are trained on English and German monolingual data only and exploit and combine previously proposed techniques such as using word-by-word translated data based on bilingual word embeddings, denoising and on-the-fly backtranslation.
%R 10.18653/v1/W18-6428
%U https://aclanthology.org/W18-6428
%U https://doi.org/10.18653/v1/W18-6428
%P 513-521
Markdown (Informal)
[The LMU Munich Unsupervised Machine Translation Systems](https://aclanthology.org/W18-6428) (Stojanovski et al., 2018)
ACL
- Dario Stojanovski, Viktor Hangya, Matthias Huck, and Alexander Fraser. 2018. The LMU Munich Unsupervised Machine Translation Systems. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 513–521, Belgium, Brussels. Association for Computational Linguistics.