@inproceedings{koehn-senellart-2010-convergence,
title = "Convergence of Translation Memory and Statistical Machine Translation",
author = "Koehn, Philipp and
Senellart, Jean",
editor = "Zhechev, Ventsislav",
booktitle = "Proceedings of the Second Joint EM+/CNGL Workshop: Bringing MT to the User: Research on Integrating MT in the Translation Industry",
month = nov # " 4",
year = "2010",
address = "Denver, Colorado, USA",
publisher = "Association for Machine Translation in the Americas",
url = "https://aclanthology.org/2010.jec-1.4/",
pages = "21--32",
abstract = "We present two methods that merge ideas from statistical machine translation (SMT) and translation memories (TM). We use a TM to retrieve matches for source segments, and replace the mismatched parts with instructions to an SMT system to fill in the gap. We show that for fuzzy matches of over 70{\%}, one method outperforms both SMT and TM baselines."
}
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<abstract>We present two methods that merge ideas from statistical machine translation (SMT) and translation memories (TM). We use a TM to retrieve matches for source segments, and replace the mismatched parts with instructions to an SMT system to fill in the gap. We show that for fuzzy matches of over 70%, one method outperforms both SMT and TM baselines.</abstract>
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%0 Conference Proceedings
%T Convergence of Translation Memory and Statistical Machine Translation
%A Koehn, Philipp
%A Senellart, Jean
%Y Zhechev, Ventsislav
%S Proceedings of the Second Joint EM+/CNGL Workshop: Bringing MT to the User: Research on Integrating MT in the Translation Industry
%D 2010
%8 nov 4
%I Association for Machine Translation in the Americas
%C Denver, Colorado, USA
%F koehn-senellart-2010-convergence
%X We present two methods that merge ideas from statistical machine translation (SMT) and translation memories (TM). We use a TM to retrieve matches for source segments, and replace the mismatched parts with instructions to an SMT system to fill in the gap. We show that for fuzzy matches of over 70%, one method outperforms both SMT and TM baselines.
%U https://aclanthology.org/2010.jec-1.4/
%P 21-32
Markdown (Informal)
[Convergence of Translation Memory and Statistical Machine Translation](https://aclanthology.org/2010.jec-1.4/) (Koehn & Senellart, JEC 2010)
ACL