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@inproceedings{1210692,
author = {Baisa, Vít and Bušta, Josef and Horák, Aleš},
address = {Brno},
booktitle = {Eighth Workshop on Recent Advances in Slavonic Natural Language Processing},
keywords = {translation memory; CAT; segment; subsegment leveraging; partial translation; Moses; GIZA++; word matrix; METEOR; MemoQ; language model},
howpublished = {tištěná verze "print"},
language = {eng},
location = {Brno},
pages = {27-34},
publisher = {Tribun EU},
title = {Improving Coverage of Translation Memories with Language Modelling},
url = {https://nlp.fi.muni.cz/raslan/2014/11.pdf},
year = {2014}
}
TY - JOUR
ID - 1210692
AU - Baisa, Vít - Bušta, Josef - Horák, Aleš
PY - 2014
TI - Improving Coverage of Translation Memories with Language Modelling
PB - Tribun EU
CY - Brno
KW - translation memory
KW - CAT
KW - segment
KW - subsegment leveraging
KW - partial translation
KW - Moses
KW - GIZA++
KW - word matrix
KW - METEOR
KW - MemoQ
KW - language model
UR - https://nlp.fi.muni.cz/raslan/2014/11.pdf
N2 - In this paper, we describe and evaluate current improvements to methods for enlarging translation memories. In comparison with the previous results in 2013, we have achieved improvement in coverage by almost 35 percentage points on the same test data. The basic subsegment splitting of the translation pairs is done using Moses and (M)GIZA++ tools, which provide the subsegment translation probabilities. The obtained phrases are then combined with subsegment combination techniques and filtered by large target language models.
ER -
BAISA, Vít, Josef BUŠTA and Aleš HORÁK. Improving Coverage of Translation Memories with Language Modelling. In \textit{Eighth Workshop on Recent Advances in Slavonic Natural Language Processing}. Brno: Tribun EU, 2014, p.~27-34. ISSN~2336-4289.
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