Báo cáo khoa học: "Enriching Morphologically Poor Languages for Statistical Machine Translation" doc
Báo cáo khoa học: "Enriching Morphologically Poor Languages for Statistical Machine Translation" doc
... 763–770,
Columbus, Ohio, USA, June 2008.
c
2008 Association for Computational Linguistics
Enriching Morphologically Poor Languages
for Statistical Machine Translation
Eleftherios Avramidis
e.avramidis@sms.ed.ac.uk
Philipp ... Koehn
pkoehn@inf.ed.ac.uk
School of Informatics
University of Edinburgh
2 Baccleuch Place
Edinburgh, EH8 9LW, UK
Abstract
We address the problem of transl...
Tài liệu Báo cáo khoa học: "ADP based Search Algorithm for Statistical Machine Translation" docx
... experimental results for a bilingual cor-
pus are reported.
1.1 Statistical Machine Translation
In statistical machine translation, the goal of the
search strategy can be formulated as follows: ... additional
parameter into the recursion formula for DP. In the
following, we will explain this method in detail.
2.3 Recursion
Formula for
DP
In the DP formalism, the search...
Tài liệu Báo cáo khoa học: "A Localized Prediction Model for Statistical Machine Translation" ppt
... ACL, pages 557–564,
Ann Arbor, June 2005.
c
2005 Association for Computational Linguistics
A Localized Prediction Model for Statistical Machine Translation
Christoph Tillmann and Tong Zhang
IBM ... @us.ibm.com
Abstract
In this paper, we present a novel training
method for a localized phrase-based predic-
tion model for statistical machine translation
(SMT). The model predicts...
Tài liệu Báo cáo khoa học: "Refined Lexicon Models for Statistical Machine Translation using a Maximum Entropy Approach" pptx
... Refined Lexicon Models for Statistical Machine Translation using a
Maximum Entropy Approach
Ismael Garc
´
ıa Varea
Dpto. de Inform´atica
Univ. de Castilla-La Mancha
Campus ... the lexicon models used in
statistical machine translation systems
do not include any kind of linguistic
or contextual information, which often
leads to problems in performing a cor-
rect word ... this problem...
Báo cáo khoa học: "Cohesive Phrase-based Decoding for Statistical Machine Translation" pot
... 72–80,
Columbus, Ohio, USA, June 2008.
c
2008 Association for Computational Linguistics
Cohesive Phrase-based Decoding for Statistical Machine Translation
Colin Cherry
∗
Microsoft Research
One ... all such subtrees for a hypothetical
T and
¯
f
h
1
. Fortunately, with a little analysis that ac-
counts for
¯
f
h+1
, we can show that at most two sub-
trees need to be checked.
For...
Báo cáo khoa học: "Moses: Open Source Toolkit for Statistical Machine Translation" pot
... Sessions, pages 177–180,
Prague, June 2007.
c
2007 Association for Computational Linguistics
Moses: Open Source Toolkit for Statistical Machine Translation
Philipp Koehn
Hieu Hoang
Alexandra ... sta-
tistical machine translation whose novel
contributions are (a) support for linguisti-
cally motivated factors, (b) confusion net-
work decoding, and (c) efficient data for-
m...
Báo cáo khoa học: "Using Noisy Bilingual Data for Statistical Machine Translation" pot
... is
defined as the ratio of tokens from A for which a
translation appears in document B in a nearby po-
sition. The document with the highest similarity
is selected. For the Xinhua News corpus less then
2% ... also from noisy comparable corpora.
Translation results for a Chinese to En-
glish translation task are given.
1 Introduction
Statistical machine translation systems typically...
Báo cáo khoa học: "Continuous Space Language Models for Statistical Machine Translation" pdf
... because
can
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they
we
that
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can
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it
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Figure 1: Example of a translation ... amount of papers investigating
new approaches to language modeling for statis-
tical machine translation. Traditionally, statistical
machine translation...
Báo cáo khoa học: "A Polynomial-Time Algorithm for Statistical Machine Translation" pot
... polynomial-time algorithm
for statistical machine translation. This
algorithm can be used in place of the
expensive, slow best-first search strate-
gies in current statistical translation ar- ... that exploits bracket-
ing information (Wu and Ng, 1995). If any brackets
for the Chinese sentence can be supplied as addi-
tional input information, produced for example by
a prepr...
Báo cáo khoa học: "Using Mazurkiewicz Trace Languages for Partition-Based Morphology" doc
... partitionings of forms. Secondly, the compi-
lation of such languages into finite-state machines
has been exhaustively studied. Their closure prop-
erties provide operations useful for morphological
purposes.
They ... imply
any change of the user-level formalisms, thanks to
a straightforward homomorphism from partitioned
n-relations to Mazurkiewicz Trace Languages.
2 Mazurkiewicz Trace...
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