Moses: Open source toolkit for statistical machine translation (2007)
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| Citations: | 434 - 26 self |
BibTeX
@INPROCEEDINGS{Hoang07moses:open,
author = {Hieu Hoang and Alexandra Birch and Chris Callison-burch and Richard Zens and Rwth Aachen and Alexandra Constantin and Marcello Federico and Nicola Bertoldi and Chris Dyer and Brooke Cowan and Wade Shen and Christine Moran and Ondřej Bojar},
title = {Moses: Open source toolkit for statistical machine translation},
booktitle = {},
year = {2007},
pages = {177--180}
}
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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. 1
Citations
| 992 | BLEU: A Method for Automatic Evaluation of Machine Translation - Papineni, Roukos, et al. - 2002 |
| 805 | A systematic comparison of various statistical alignment models - Och, Ney - 2003 |
| 282 | Lattice-based minimum error rate training for statistical machine translation - Macherey, Och, et al. - 2008 |
| 90 | Pharaoh: a beam search decoder for phrasebased statistical machine translation models - Koehn - 2004 |
| 61 | Factored language models and generalized parallel backoff - Bilmes, Kirchhoff - 2003 |
| 9 | A new decoder for spoken language translation based on confusion networks - Bertoldi, Federico - 2005 |
| 1 | Factored Translation Models." EMNLP - Koehn, Hoang - 2007 |
| 1 | Statistical Phrase-Based Translation." HLT/NAACL - Koehn, Och, et al. - 2003 |
