We describe an open-source toolkit for statistical machine translation whose novel contributions are (a) support for linguistically motivated factors, (b) confusion network decoding, and (c) efficient data formats for translation models and language models. In addition to the SMT decoder, the toolkit also includes a wide variety of tools for training, tuning and applying the system to many translation tasks.
%0 Conference Paper
%1 moses
%A Koehn, Philipp
%A Hoang, Hieu
%A Birch, Alexandra
%A Callison-Burch, Chris
%A Federico, Marcello
%A Bertoldi, Nicola
%A Cowan, Brooke
%A Shen, Wade
%A Moran, Christine
%A Zens, Richard
%A Dyer, Chris
%A Bojar, Ondrej
%A Constantin, Alexandra
%A Herbst, Evan
%B Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
%C Stroudsburg, PA, USA
%D 2007
%I Association for Computational Linguistics
%K SMT uw_ws17_ml
%P 177--180
%T Moses: Open Source Toolkit for Statistical Machine Translation
%U http://dl.acm.org/citation.cfm?id=1557769.1557821
%X We describe an open-source toolkit for statistical machine translation whose novel contributions are (a) support for linguistically motivated factors, (b) confusion network decoding, and (c) efficient data formats for translation models and language models. In addition to the SMT decoder, the toolkit also includes a wide variety of tools for training, tuning and applying the system to many translation tasks.
@inproceedings{moses,
abstract = {We describe an open-source toolkit for statistical machine translation whose novel contributions are (a) support for linguistically motivated factors, (b) confusion network decoding, and (c) efficient data formats for translation models and language models. In addition to the SMT decoder, the toolkit also includes a wide variety of tools for training, tuning and applying the system to many translation tasks.},
acmid = {1557821},
added-at = {2017-11-19T11:00:46.000+0100},
address = {Stroudsburg, PA, USA},
author = {Koehn, Philipp and Hoang, Hieu and Birch, Alexandra and Callison-Burch, Chris and Federico, Marcello and Bertoldi, Nicola and Cowan, Brooke and Shen, Wade and Moran, Christine and Zens, Richard and Dyer, Chris and Bojar, Ond\v{r}ej and Constantin, Alexandra and Herbst, Evan},
biburl = {https://www.bibsonomy.org/bibtex/258f53484826d508c2b00d3a15504e759/izzy278},
booktitle = {Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions},
description = {Moses},
interhash = {d06abcbd992b2d696a8e741254089c05},
intrahash = {58f53484826d508c2b00d3a15504e759},
keywords = {SMT uw_ws17_ml},
location = {Prague, Czech Republic},
numpages = {4},
pages = {177--180},
publisher = {Association for Computational Linguistics},
series = {ACL '07},
timestamp = {2017-11-19T11:00:46.000+0100},
title = {Moses: Open Source Toolkit for Statistical Machine Translation},
url = {http://dl.acm.org/citation.cfm?id=1557769.1557821},
year = 2007
}