improved statistical machine translation by multiple chinese word segmentation
Tài liệu Báo cáo khoa học: "A Ranking-based Approach to Word Reordering for Statistical Machine Translation" doc
Ngày tải lên :
19/02/2014, 19:20
... Phrase-Based
Model for Statistical Machine Translation. In Proc.
ACL, pages 263-270.
Michael Collins, Philipp Koehn and Ivona Kucerova.
2005. Clause restructuring for statistical machine
translation. In ... Rules for Improved Statistical Machine
Translation. In Proc. Coling, pages 1119-1127.
Chao Wang, Michael Collins, Philipp Koehn. 2007. Chi-
nese syntactic reordering for statistical machine trans-
lation. ... can
help English-Hindi Statistical Machine Translation.
In Proc. IJCNLP.
Roy Tromble. 2009. Search and Learning for the Lin-
ear Ordering Problem with an Application to Machine
Translation. Ph.D....
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Tài liệu Báo cáo khoa học: "Mixing Multiple Translation Models in Statistical Machine Translation" docx
Ngày tải lên :
19/02/2014, 19:20
... Federico. 2009. Do-
main adaptation for statistical machine translation with
monolingual resources. In Proceedings of the Fourth
Workshop on Statistical Machine Translation, StatMT
’09, pages 182–189, ... Alfons Juan. 2007. Domain adap-
tation in statistical machine translation with mixture
modelling. In Proceedings of the Second Workshop
on Statistical Machine Translation, StatMT ’07, pages
177–180, ... operation has been evalu-
ated on the test-set by setting the component weights
uniformly (denoted by uniform) and by tuning the
weights using CONDOR (denoted by tuned) on a
held-out set. The tuned scores...
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Tài liệu Báo cáo khoa học: "Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information" doc
Ngày tải lên :
19/02/2014, 19:20
... for statistical machine
translation. Machine Translation, pages 187-207.
Nicola Ueffing, Gholamreza Haffari and Anoop Sarkar.
2008. Semi-supervised Model Adaptation for Statisti-
cal Machine Translation. ... and Daniel Marcu. 2003.
Statistical phrase-based translation. In Proc. of HLT-
NAACL 2003, pages 127-133.
Philipp Koehn. 2004. Statistical Significance Tests for
Machine Translation Evaluation. ... for statistical machine translation. In Proc. of
ACL 2007, Demonstration Session, pages 177-180.
Yang Liu, Qun Liu and Shouxun Lin. 2006. Tree-
to-String Alignment Template for Statistical Machine
Translation. ...
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Tài liệu Báo cáo khoa học: "Modified Distortion Matrices for Phrase-Based Statistical Machine Translation" doc
Ngày tải lên :
19/02/2014, 19:20
... in Arabic-
English statistical machine translation. Machine Trans-
lation, Published Online.
David Chiang. 2005. A hierarchical phrase-based model
for statistical machine translation. In Proceedings ... 2011.
Fuzzy syntactic reordering for phrase-based statistical
machine translation. In Proceedings of the Sixth Work-
shop on Statistical Machine Translation, pages 227–
236, Edinburgh, Scotland, ... on Statistical Machine
Translation, pages 206–214, Athens, Greece, March.
Association for Computational Linguistics.
Franz Josef Och. 2002. Statistical Machine Trans-
lation: From Single-Word...
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Tài liệu Báo cáo khoa học: "Improving Statistical Machine Translation with Monolingual Collocation" pdf
Ngày tải lên :
20/02/2014, 04:20
...
0.78
0.47
Table 2. English-to -Chinese word alignment results
Figure 2. Example of the English-to -Chinese word alignments generated by the BWA method and
the improved BWA method using CM-3. ... results
To train a Chinese- to-English SMT system,
we need to perform both Chinese- to-English and
English-to -Chinese word alignment. We only
evaluate the English-to -Chinese word alignment
here. ... of words in the same cept. A cept is the
set of source words that are connected to the
same target word (Brown et al., 1993). An
alignment between a source multi -word cept and
a target word...
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Tài liệu Báo cáo khoa học: "Bilingual Sense Similarity for Statistical Machine Translation" ppt
Ngày tải lên :
20/02/2014, 04:20
... context word which co-occurs with
the translation rule.
3.1 Context Features
In the hierarchical phrase-based translation me-
thod, the translation rules are extracted by ab-
stracting some words ...
representations from word co-occurrence statistics:
A computational study. Behavior Research Me-
thods, 39 (3), 510–526.
M. Carpuat and D. Wu. 2007. Improving Statistical
Machine Translation using Word Sense ...
Disambiguation Improves Statistical Machine
Translation. In: Proceedings of ACL, Prague.
D. Chiang. 2005. A hierarchical phrase-based model
for statistical machine translation. In: Proceedings
of...
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Tài liệu Báo cáo khoa học: "Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation" docx
Ngày tải lên :
20/02/2014, 04:20
... 2009.
Joshua: An open source toolkit for parsing-based
machine translation. In Proceedings of the Fourth
Workshop on Statistical Machine Translation, pages
135–139, Athens, Greece, March. Association ... non-trigger words in
the sentence correctly. Thus, by asking a human
to translate only the trigger words, we avoid wast-
ing human translation effort. (We will show in
858
5.2 Accounting for Translation ... Ashish Venugopal. 2006. Syn-
tax augmented machine translation via chart pars-
ing. In Proceedings of the NAACL-2006 Workshop
on Statistical Machine Translation (WMT06), New
York, New York.
864
0...
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Tài liệu Báo cáo khoa học: "Unsupervised Search for The Optimal Segmentation for Statistical Machine Translation" doc
Ngày tải lên :
20/02/2014, 04:20
... which
unexpectedly improves the translation per-
formance as measured by BLEU.
1 Introduction
In statistical machine translation (SMT), words
are normally considered as the building blocks of
translation models. ... Creutz, and M. Sade-
niemi. 2007. Morphology-aware statistical machine
translation based on morphs induced in an unsuper-
vised manner. In Machine Translation Summit XI,
pages 491–498, Copenhagen, ... used for
translation evaluation.
Figure 1 compares the translation performance
obtained using the described segmentation meth-
ods. All segmentation methods generally im-
prove the translation...
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Tài liệu Báo cáo khoa học: "Corpus Expansion for Statistical Machine Translation with Semantic Role Label Substitution Rules" doc
Ngày tải lên :
20/02/2014, 04:20
... training phrase-based
translation models, which can be used directly
in translation tasks or combined with base-
line models. Experimental results on Chinese-
English machine translation tasks show ... corpus.
References
Chris Callison-Burch, Philipp Koehn, and Miles Os-
borne. 2006. Improved statistical machine translation
using paraphrases. In Proceedings of the main con-
ference on Human Language ... B.
words in any other semantic role constituent of
the same frame.
• The phrase on side B must not contain words
that link to words not in the phrase on side A.
• Both of the two boundary words...
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Tài liệu Báo cáo khoa học: "Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem" docx
Ngày tải lên :
20/02/2014, 07:20
... cost of
this · machine translation · is · strange, can only
take into account the conditional probability of the
word strange relative to the word is, but not rela-
tive to the words translation ... 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 machine translation is strange
h · c · t · i · a this curious translation is automatic
ht · s · i · a this translation strange is automatic
where...
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Tài liệu Báo cáo khoa học: "Name Translation in Statistical Machine Translation Learning When to Transliterate" pptx
Ngày tải lên :
20/02/2014, 09:20
... cap-
italized words (with a few exceptions).
We use a list of about 200 Arabic and English
stopwords and stopword pairs.
We use lists of countries and their adjective
forms to bridge cross-POS translations ... 389–397,
Columbus, Ohio, USA, June 2008.
c
2008 Association for Computational Linguistics
Name Translation in Statistical Machine Translation
Learning When to Transliterate
Ulf Hermjakob and Kevin Knight
University ... to a set of
known reference translations according to the
B
LEU translation metric.
4. At run-time, the transliterations then compete
with the translations generated by the gen-
eral SMT system....
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Tài liệu Báo cáo khoa học: "Segmentation for English-to-Arabic Statistical Machine Translation" ppt
Ngày tải lên :
20/02/2014, 09:20
... 3 million words,
we also experimented with subsets of 1.6 million
and 600K words. For the language model, we used
20 million words from the LDC Arabic Gigaword
corpus plus 3 million words from ... Ohio, USA, June 2008.
c
2008 Association for Computational Linguistics
Segmentation for English-to-Arabic Statistical Machine Translation
Ibrahim Badr Rabih Zbib
Computer Science and Artificial Intelligence ... word, morphological
decomposition requires both word- level linguistic
information and context analysis; simple pattern
matching is not sufficient to detect affixed mor-
phemes. To perform pre-translation...
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Tài liệu Báo cáo khoa học: "Combination of Arabic Preprocessing Schemes for Statistical Machine Translation" ppt
Ngày tải lên :
20/02/2014, 11:21
... statistical machine
translation. We also present and evalu-
ate different methods for combining pre-
processing schemes resulting in improved
translation quality.
1 Introduction
Statistical machine ... for
Phrase-based Statistical Machine Translation Mod-
els. In Proc. of the Association for Machine Trans-
lation in the Americas (AMTA).
P. Koehn. 2004b. Statistical Significance Tests for
Machine Translation ... Consensus Translation from Multiple Machine
Translation Systems Using Enhanced Hypotheses
Alignment. In Proc. of EACL, Trento, Italy.
S. Nießen and H. Ney. 2004. Statistical Machine
Translation...
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