syntax based reordering for statistical machine translation
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. ... to Syntax- based Reordering for Statistical Ma-
chine Translation. In Proc. ACL, pages 720-727.
Yang Liu, Qun Liu, and Shouxun Lin. 2006. Tree-
to-String Alignment Template for Statistical Machine
Translation. ... Chenthamarakshan and Nandakishore Kamb-
hatla. 2010. Syntax Based Reordering with Automat-
ically Derived Rules for Improved Statistical Machine
Translation. In Proc. Coling, pages 1119-1127.
Chao...
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Báo cáo khoa học: "Cohesive Phrase-based Decoding for Statistical Machine Translation" pot
Ngày tải lên :
08/03/2014, 01:20
... classifi-
cation error training for statistical machine translation.
In EAMT.
C. Wang, M. Collins, and P. Koehn. 2007. Chinese syn-
tactic reordering for statistical machine translation. In
EMNLP, pages ... Kucerova. 2005. Clause re-
structuring for statistical machine translation. In ACL,
pages 531–540.
J. Eisner. 2003. Learning non-ismorphic tree mappings
for machine translation. In ACL, Sapporo, Japan.
Short ... smorgasbord
of features for statistical machine translation. In HLT-
NAACL 2004: Main Proceedings, pages 161–168.
F. J. Och. 2003. Minimum error rate training for statisti-
cal machine translation. In...
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Báo cáo khoa học: "Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation" docx
Ngày tải lên :
08/03/2014, 02:21
... 521–528,
Sydney, July 2006.
c
2006 Association for Computational Linguistics
Maximum Entropy Based Phrase Reordering
Model for Statistical Machine Translation
Deyi Xiong
Institute of Computing ... informa-
tion for their movements/reorderings. To test this
hypothesis, we calculate the information gain ra-
tio (IGR) for boundary words as well as the whole
blocks against the order on the reordering ... sxlin}@ict.ac.cn
Abstract
We propose a novel reordering model for
phrase -based statistical machine transla-
tion (SMT) that uses a maximum entropy
(MaxEnt) model to predicate reorderings
of neighbor blocks...
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Tài liệu Báo cáo khoa học: "ADP based Search Algorithm for Statistical Machine Translation" docx
Ngày tải lên :
20/02/2014, 18:20
... 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: ... factor of about
3.5.
963
A DP based Search Algorithm for Statistical Machine Translation
S. Nieflen, S. Vogel, H. Ney,
and
C. Tillmann
Lehrstuhl fiir Informatik VI
RWTH Aachen - University ... problem for machine translation
systems that use translation models based on hid-
den alignments without a monotonicity constraint:
(Berger et al., !994) and (Wang and Waibel, 1997).
The former...
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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
... Lin.
2008. Maximum Entropy based Rule Selection Model
for Syntax- based Statistical Machine Translation. In
Proc. of EMNLP 2008, pages 89-97.
468
phrase -based machine translation system (Koehn
et ... Adaptation for Statisti-
cal Machine Translation. Machine Translation, pages
77-94.
Hua Wu, Haifeng Wang and Chengqing Zong. 2008. Do-
main Adaptation for Statistical Machine Translation
with Domain ... 2007.
Bilingual LSA -based adaptation for statistical machine
translation. Machine Translation, pages 187-207.
Nicola Ueffing, Gholamreza Haffari and Anoop Sarkar.
2008. Semi-supervised Model Adaptation for Statisti-
cal...
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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
...
Disambiguation Improves Statistical Machine
Translation. In: Proceedings of ACL, Prague.
D. Chiang. 2005. A hierarchical phrase -based model
for statistical machine translation. In: Proceedings ... system, this method is
also suitable for syntax- based MT systems and
phrase -based MT systems. The only difference is
the definition of the context. For a syntax- based
system, the context of a rule ...
Phrase Selection for SMT. In: Goutte et al (ed.),
Learning Machine Translation. MIT Press.
K. Gimpel and N. A. Smith. 2008. Rich Source-Side
Context for Statistical Machine Translation. In:...
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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
... source toolkit for parsing -based
machine translation. In Proceedings of the Fourth
Workshop on Statistical Machine Translation, pages
135–139, Athens, Greece, March. Association for
Computational ... Suntec,
Singapore, August. Association for Computational
Linguistics.
Gholamreza Haffari, Maxim Roy, and Anoop Sarkar.
2009. Active learning for statistical phrase -based
machine translation. In Proceedings ... our “before”
system already got the translation correct without
the need for the additional phrase translation. This
is because though the “before” system had never
seen the Urdu expression for...
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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
... segmen-
tation for machine translation performance. In Pro-
ceedings of the Third Workshop on Statistical Ma-
chine Translation, pages 224–232, Columbus, Ohio.
David Chiang. 2007. Hierarchical phrase -based ... Oflazer. 2006.
Initial explorations in English to Turkish statistical
machine translation. In Proceedings of the Work-
shop on Statistical Machine Translation, pages 7–
14, New York City, New York, ... 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,...
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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
... Association for Computational Linguistics.
Philipp Koehn et al. 2007. Moses: Open source toolkit
for statistical machine translation. In Proceedings of
the 45th Annual Meeting of the Association for ... 294–298,
Portland, Oregon, June 19-24, 2011.
c
2011 Association for Computational Linguistics
Corpus Expansion for Statistical Machine Translation with
Semantic Role Label Substitution Rules
Qin ... William Dolan. 2004.
Monolingual machine translation for paraphrase gen-
eration. In Proceedings of EMNLP 2004, pages 142–
149, Barcelona, Spain, July. Association for Computa-
tional Linguistics.
298
...
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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
... 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 ... Spain.
Y. Lee. 2004. Morphological Analysis for Statistical
Machine Translation. In Proc. of NAACL, Boston,
MA.
Y. Lee. 2005. IBM Statistical Machine Translation for
Spoken Languages. In Proc. of International ... 2006.
c
2006 Association for Computational Linguistics
Combination of Arabic Preprocessing Schemes
for Statistical Machine Translation
Fatiha Sadat
Institute for Information Technology
National...
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Tài liệu Báo cáo khoa học: "Clause Restructuring for Statistical Machine Translation" ppt
Ngày tải lên :
20/02/2014, 15:20
... mathematics of statistical machine translation.
Computational Linguistics, 19(2):263–313.
Charniak, E., Knight, K., and Yamada, K. (2003). Syntax- based
language models for statistical machine translation. ... of features
for statistical machine translation. In Proceedings of HLT-
NAACL 2004.
Och, F. J., Tillmann, C., and Ney, H. (1999). Improved align-
ment models for statistical machine translation. ... Bleu
score for a baseline system to 26.8% Bleu score for the system
with reordering, a statistically significant improvement.
1 Introduction
Recent research on statistical machine translation
(SMT)...
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Tài liệu Báo cáo khoa học: "A Localized Prediction Model for Statistical Machine Translation" ppt
Ngày tải lên :
20/02/2014, 15:20
... Arabic-English translation task.
1 Introduction
In this paper, we present a block -based model for statis-
tical machine translation. A block is a pair of phrases
which are translations of each other. For ... @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 blocks with orien-
tation ... 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 T.J....
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Tài liệu Báo cáo khoa học: "Refined Lexicon Models for Statistical Machine Translation using a Maximum Entropy Approach" pptx
Ngày tải lên :
20/02/2014, 18:20
... entropy approach is outlined in
Section 3.
2 Statistical Machine Translation
The goal of the translation process in statisti-
cal machine translation can be formulated as fol-
lows: A source language ... and
Christoph Tillmann. 1998. A DP -based search
algorithm for statistical machine translation. In
COLING-ACL ’98: 36th Annual Meeting of the As-
sociation for Computational Linguistics and 17th
Int. ... problem within
the statistical framework is to use max-
imum entropy methods. In this paper,
we present how to use this type of in-
formation within a statistical machine
translation system....
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Tài liệu Báo cáo khoa học: "Bilingually Motivated Domain-Adapted Word Segmentation for Statistical Machine Translation" pptx
Ngày tải lên :
22/02/2014, 02:20
... 2009.
c
2009 Association for Computational Linguistics
Bilingually Motivated Domain-Adapted Word Segmentation
for Statistical Machine Translation
Yanjun Ma Andy Way
National Centre for Language Technology
School ... achieves consistently better SMT perfor-
mance than character -based segmentation (CS) on
different data sizes, which means character -based
segmentation is not good enough for this domain
where the vocabulary ... observe that the ICT and Stanford segmenter
consistently outperform the LDC segmenter. Even
using 3M sentence pairs for training, the differ-
ences between them are still statistically signifi-
cant...
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Báo cáo khoa học: "Hypothesis Mixture Decoding for Statistical Machine Translation" ppt
Ngày tải lên :
07/03/2014, 22:20
... Liu, and Shouxun Lin. 2006. Maxi-
mum Entropy based Phrase Reordering Model for
Statistical Machine Translation. In Proceedings of
the Association for Computational Linguistics, pages
521-528. ... Association for Computational Linguistics, pages 1258–1267,
Portland, Oregon, June 19-24, 2011.
c
2011 Association for Computational Linguistics
Hypothesis Mixture Decoding for Statistical Machine Translation ...
large-scale Chinese-to-English translation tasks.
1 Introduction
Besides tremendous efforts on constructing more
complicated and accurate models for statistical
machine translation (SMT) (Och and...
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