a statistical machine translation model
Tài liệu Báo cáo khoa học: "A Localized Prediction Model for Statistical Machine Translation" ppt
Ngày tải lên :
20/02/2014, 15:20
... 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 example, Fig. 1
shows an Arabic-English translation ... Boston, MA, May.
Christoph Tillmann and Fei Xia. 2003. A Phrase-based
Unigram Model for Statistical Machine Translation. In
Companian Vol. of the Joint HLT and NAACL Confer-
ence (HLT 03), pages ... generate a
translation graph’ for every input sentence using a proce-
dure similar to (Ueffing et al., 2002): a translation graph
is a compact way of representing candidate translations
which are...
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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
... Lexicon Models for Statistical Machine Translation using a
Maximum Entropy Approach
Ismael Garc
´
a Varea
Dpto. de Inform´atica
Univ. de Castilla-La Mancha
Campus Universitario s/n
02071 Albacete, ... Computational Linguistics and 17th
Int. Conf. on Computational Linguistics, pages
960–967, Montreal, Canada, August.
Franz J. Och and Hermann Ney. 200 0a. Giza++:
Training of statistical translation models.
http://www-i6.Informatik.RWTH-
Aachen.DE/˜och/software/GIZA++.html.
Franz ... lexicon models for
statistical machine translation by using maximum
entropy models. We have been able to obtain a
significant better test corpus perplexity and also a
slight improvement in translation...
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Báo cáo khoa học: "A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation" pptx
Ngày tải lên :
17/03/2014, 01:20
... SPMT: statistical machine translation with syn-
tactified target language phrases. EMNLP-06. 44-52.
Franz J. Och and Hermann Ney. 2004. The alignment
template approach to statistical machine translation. ... 704-711.
Daniel Marcu and William Wong. 2002. A phrase-
based, joint probability model for statistical machine
translation. EMNLP-02, 133-139
Daniel Marcu, W. Wang, A. Echihabi and K. Knight. ...
statistical translation model. ACL-01. 523-530
Min Zhang, Hongfei Jiang, AiTi Aw, Jun Sun, Sheng Li
and Chew Lim Tan. 2007. A tree-to-tree alignment-
based model for statistical machine translation. ...
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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
... Machine Translation, pages 187-207.
Nicola Ueffing, Gholamreza Haffari and Anoop Sarkar.
2008. Semi-supervised Model Adaptation for Statisti-
cal Machine Translation. Machine Translation, pages
77-94.
Hua ... International Workshop on
Spoken Language Translation, pages 103-110.
Arne Mauser, Saˇsa Hasan and Hermann Ney 2009. Ex-
tending Statistical Machine Translation with Discrimi-
native and Trigger-Based ... Language
Modeling Toolkit. In Proc. of ICSLP 2002, pages 901-
904.
Yik-Cheung Tam, Ian R. Lane and Tanja Schultz. 2007.
Bilingual LSA-based adaptation for statistical machine
translation. Machine...
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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
... 271-279.
A. Ramanathan, Pushpak Bhattacharyya, Jayprasad
Hegde, Ritesh M. Shah and Sasikumar M. 2008.
Simple syntactic and morphological processing can
help English-Hindi Statistical Machine Translation.
In ... integrated into a phrase-
based decoder serving as additional distortion fea-
tures.
We evaluated our approach on large-scale
Japanese-English and English-Japanese machine
translation tasks, and ... ranking model is auto-
matically derived from word aligned parallel
data with a syntactic parser for source lan-
guage based on both lexical and syntactical
features. We evaluated our approach...
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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
... Building
and Using Parallel Texts, Ann Arbor. ACL.
Baskaran Sankaran, Majid Razmara, and Anoop Sarkar.
2012. Kriya an end-to-end hierarchical phrase-based
mt system. The Prague Bulletin of Mathematical ... USA.
ACL.
Almut Silja Hildebrand, Matthias Eck, Stephan Vogel,
and Alex Waibel. 2005. Adaptation of the translation
model for statistical machine translation based on in-
formation retrieval. In ... PA, USA. ACL.
Fatiha Sadat, Howard Johnson, Akakpo Agbago, George
Foster, Joel Martin, and Aaron Tikuisis. 2005.
Portage: A phrase-based machine translation system.
In In Proceedings of the ACL...
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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
... sentence are as
follows:
ID source target
h cette this
t traduction translation
ht cette traduction this translation
mt traduction automatique machine translation
a automatique automatic
m automatique ... 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP, pages 333–341,
Suntec, Singapore, 2-7 August 2009.
c
2009 ACL and AFNLP
Phrase-Based Statistical Machine Translation as a Traveling ... Franz Josef Och, and Daniel Marcu.
2003. Statistical phrase-based translation. In
NAACL 2003, pages 48–54, Morristown, NJ, USA.
Association for Computational Linguistics.
Adam Lopez. 2008. Statistical...
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Báo cáo khoa học: "Enhancing Language Models in Statistical Machine Translation with Backward N-grams and Mutual Information Triggers" ppt
Ngày tải lên :
07/03/2014, 22:20
... Philadelphia, Pennsylva-
nia, USA, July.
Matt Post and Daniel Gildea. 2008. Parsers as language
models for statistical machine translation. In Proceed-
ings of AMTA.
Sylvain Raybaud, Caroline Lavecchia, ... prediction ability, we present two ex-
tensions to standard n-gram language mod-
els in statistical machine translation: a back-
ward language model that augments the con-
ventional forward language model, ... statistical
machine translation: Parameter estimation. Computa-
tional Linguistics, 19(2):263–311.
Eugene Charniak, Kevin Knight, and Kenji Yamada.
2003. Syntax-based language models for statistical
machine...
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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
... 100080
{liuqun, 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 ... and the
MaxEnt-based reordering model with the associ-
ated algorithm. We also present experiments that
indicate that the MaxEnt-based reordering model
improves translation significantly compared ... (phrase pairs). The
model provides content-dependent, hier-
archical phrasal reordering with general-
ization based on features automatically
learned from a real-world bitext. We
present an algorithm...
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Báo cáo khoa học: "Distortion Models For Statistical Machine Translation" doc
Ngày tải lên :
08/03/2014, 02:21
... model for statistical machine translation. In
Daniel Marcu Susan Dumais and Salim Roukos, ed-
itors, HLT-NAACL 2004: Short Papers, pages 101–
104, Boston, Massachusetts, USA, May 2 - May 7.
Association ... number
N66001-99-2-8916.
References
Yaser Al-Onaizan, Jan Curin, Michael Jahr, Kevin
Knight, John Lafferty, Dan Melamed, Franz-
Josef Och, David Purdy, Noah Smith, and David
Yarowsky. 1999. Statistical Machine Translation:
Final ... 2006.
c
2006 Association for Computational Linguistics
Distortion Models For Statistical Machine Translation
Yaser Al-Onaizan and Kishore Papineni
IBM T.J. Watson Research Center
1101 Kitchawan Road
Yorktown...
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Báo cáo khoa học: "Interactively Exploring a Machine Translation Model" pptx
Ngày tải lên :
08/03/2014, 04:22
... the ACL Interactive Poster and Demonstration Sessions,
pages 97–100, Ann Arbor, June 2005.
c
2005 Association for Computational Linguistics
Interactively Exploring a Machine Translation Model
Steve ... sentence. The
method allows a user to explore a model
of syntax-based statistical machine trans-
lation (MT), to understand the model s
strengths and weaknesses, and to compare
it to other MT systems. ... Introduction
There are many new approaches to statistical ma-
chine translation, and more ideas are being sug-
gested all the time. However, it is difficult to deter-
mine how well a model will actually perform....
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Báo cáo khoa học: "Modeling with Structures in Statistical Machine Translation" pot
Ngày tải lên :
08/03/2014, 06:20
...
{yyw, waibel}©cs, cmu. edu
Abstract
Most statistical machine translation systems
employ a word-based alignment model. In this
paper we demonstrate that word-based align-
ment is a major cause ... spoken language translation task.
1 Introduction
Most (if not all) statistical machine translation
systems employ a word-based alignment model
(Brown et al., 1993; Vogel, Ney, and Tillman,
1996; ... (ICSLP'96),
Philadelphia, USA.
Wang, Y. and A. Waibel. 1997. Decoding Al-
gorithm in Statistical Machine Translation.
In
Proceedings of the 35th Annual Meeting
of the Association for...
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Báo cáo khoa học: "Discriminative Feature-Tied Mixture Modeling for Statistical Machine Translation" pdf
Ngày tải lên :
17/03/2014, 00:20
... 2010.
Discriminative instance weighting for domain adapta-
tion in satistical machine translation. In Proceedings
of EMNLP.
Abraham Ittycheriah and Salim Roukos. 2005. A maxi-
mum entropy word aligner for arabic-english ... 57–64, April.
Philipp Koehn, Franz Och, and Daniel Marcu. 2003.
Statistical phrase-based translation. In Proceedings of
NAACL/HLT.
Percy Liang, Alexandre Bouchard-Cˆot´e, Dan Klein, and
Ben Taskar. ... Feature-Tied Mixture Modeling for Statistical Machine
Translation
Bing Xiang and Abraham Ittycheriah
IBM T. J. Watson Research Center
Yorktown Heights, NY 10598
{bxiang,abei}@us.ibm.com
Abstract
In...
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Báo cáo khoa học: "On-line Language Model Biasing for Statistical Machine Translation" docx
Ngày tải lên :
17/03/2014, 00:20
... Language Model Biasing for Statistical Machine Translation
Sankaranarayanan Ananthakrishnan, Rohit Prasad and Prem Natarajan
Raytheon BBN Technologies
Cambridge, MA 02138, U.S .A.
{sanantha,rprasad,pnataraj}@bbn.com
Abstract
The ... not available for E2D.
LM training data in words: 2.4M (Dari), 3.4M (Pashto)
4.1 Data Configuration
Parallel data were made available under the Transtac
program for both language pairs evaluated ... biasing as we move from low-
resource languages to those for which significantly
larger parallel corpora and LM training data are
available.
448
References
Yaser Al-Onaizan, Jan Curin, Michael...
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Báo cáo khoa học: "Randomised Language Modelling for Statistical Machine Translation" doc
Ngày tải lên :
17/03/2014, 04:20
... 1(4):485–
509.
David Chiang. 2005. A hierarchical phrase-based model for
statistical machine translation. In Proceedings of the 43rd
Annual Meeting of the Association for Computational Lin-
guistics (ACL’05), ... translation (SMT). Standard n-
gram language models assign probabilities to trans-
lation hypotheses in the target language, typically as
smoothed trigram models, e.g. (Chiang, 2005). Al-
though ... Empirical Meth-
ods in Natural Language Processing (EMNLP/Co-NLL).
P. Koehn. 2003. Europarl: A multilingual corpus for eval-
uation of machine translation philipp koehn, draft. Available
at:http://people.csail.mit.edu/...
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