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main Adaptation for StatisticalMachine Translation
with Domain Dictionary and ... and Daniel Marcu. 2003.
Statistical phrase-based translation. In Proc. of HLT-
NAACL 2003, pages 127-133.
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... Sweden, 11-16 July 2010.
c
2010 Association for Computational Linguistics
Improving StatisticalMachineTranslationwith
Monolingual Collocation
Zhanyi Liu
1
, Haifeng Wang
2
, Hua Wu
2
, Sheng ... Speech Translation Evalua-
tion. In Processings of the International Workshop
on Spoken Language Translation 2005.
Philipp Koehn, Franz J. Och, and Daniel Marcu. 2003.
Statistical Phrase-based Translation. ... probability
of the translation "in order to avoid" is higher
than that of the translation "can we avoid". Thus,
our method selects the former as the translation.
Although...
... training phrase-based
translation models, which can be used directly
in translation tasks or combined with base-
line models. Experimental results on Chinese-
English machinetranslation tasks show ... 19-24, 2011.
c
2011 Association for Computational Linguistics
Corpus Expansion for StatisticalMachineTranslation with
Semantic Role Label Substitution Rules
Qin Gao and Stephan Vogel
Language Technologies ... inter-
polating the phrase table with the baseline phrase ta-
ble, we observed improvement on Chinese-English
machine translation tasks and the performance is
comparable to system trained with larger manually
collected...
... in Arabic-
English statisticalmachine translation. Machine Trans-
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...
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0 ... performance
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unexpectedly improves the translation per-
formance as measured by BLEU.
1 Introduction
In statisticalmachinetranslation (SMT), words
are normally considered as the building blocks of
translation models....
... show similar trends to those with bigrams.
5.2 Translation experiments with a bigram
language model
In this section we consider two real translation
tasks, namely, translation from English to ... target
h cette this
t traduction translation
ht cette traduction this translation
mt traduction automatique machine translation
a automatique automatic
m automatique machine
i est is
s curieuse strange
c ... among others,
the following translations:
h · mt · i · s this machinetranslation is strange
h · c · t · i · a this curious translation is automatic
ht · s · i · a this translation strange is automatic
where...
... with BBN
and LanguageWeaver.
390
Proceedings of ACL-08: HLT, pages 389–397,
Columbus, Ohio, USA, June 2008.
c
2008 Association for Computational Linguistics
Name Translation in StatisticalMachine ... evaluation.
1 Introduction
State-of-the-art statisticalmachine translation
(SMT) is bad at translating names that are not very
common, particularly across languages with differ-
ent character sets and ... weight associated with the translit-
eration feature, such that the English transla-
tions are optimized with respect to a set of
known reference translations according to the
B
LEU translation metric.
4....
... 2008.
c
2008 Association for Computational Linguistics
Segmentation for English-to-Arabic StatisticalMachine Translation
Ibrahim Badr Rabih Zbib
Computer Science and Artificial Intelligence Lab
Massachusetts ... Glass
Abstract
In this paper, we report on a set of ini-
tial results for English-to-Arabic Statistical
MachineTranslation (SMT). We show that
morphological decomposition of the Arabic
source is beneficial, ... segmented Arabic, and compare their
effect on translation. We also report on applying
Factored Translation Models (Koehn and Hoang,
2007) for English-to-Arabic translation.
2 Previous Work
The only previous...
... for
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