a topic based coherence model for statistical machine translation
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 ... Conference
(HLT 04), pages 177–184, 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 ... 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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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 ... 2006.
c
2006 Association for Computational Linguistics
Maximum Entropy Based Phrase Reordering
Model for Statistical Machine Translation
Deyi Xiong
Institute of Computing Technology
Chinese Academy ... 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...
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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
... DP based search algorithm in de-
tail. Finally, experimental results for a bilingual cor-
pus are reported.
1.1 Statistical Machine Translation
In statistical machine translation, the goal ... Technology
D-52056 Aachen, Germany
Emaih niessenâinformatik, rwth-aachen, de
Abstract
We introduce a novel search algorithm for statisti-
cal machine translation based on dynamic program-
ming (DP). ... of Statisti-
cal Machine Translation: Parameter Estimation.
Computational Linguistics, 19(2):263-311.
I. Dagan, K. W. Church, and W. A. Gale. 1993.
Robust Bilingual Word Alignment for Machine...
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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
... 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 Machine Translation. Machine Translation, pages
77-94.
Hua Wu, Haifeng Wang and Chengqing Zong. 2008. Do-
main Adaptation for Statistical Machine Translation
with Domain Dictionary ... weblog.
According to adaptation emphases, domain adap-
tation in SMT can be classified into translation mod-
el adaptation and language model adaptation. Here
we focus on how to adapt a translation model, ...
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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: "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, ... Stephan Vogel, Hermann Ney, 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 ... approach to
adaptive statistical language modeling. Computer,
Speech and Language, 10:187–228.
Christoph Tillmann and Hermann Ney. 2000. Word
re-ordering and dp -based search in statistical ma-
chine...
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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
... Manual and automatic
evaluation of machine translation. In HLT-NACCL
Workshop on Statistical Machine Translation, pages
102–121.
P. Koehn, F. J. Och, and D. Marcu. 2003. Statistical
phrase -based ... Khudanpur, A. Sarkar, K. Ya-
mada, A. Fraser, S. Kumar, L. Shen, D. Smith, K. Eng,
V. Jain, Z. Jin, and D. Radev. 2004. A smorgasbord
of features for statistical machine translation. In HLT-
NAACL 2004: ... SMT. In ACL, pages 271–279, Ann Arbor,
USA, June.
C. Tillman. 2004. A unigram orientation model for sta-
tistical machine translation. In HLT-NAACL, pages
101–104. Short paper.
A. Venugopal and S....
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Báo cáo khoa học: "A Class-Based Agreement Model for Generating Accurately Inflected Translations" pptx
Ngày tải lên :
16/03/2014, 19:20
... exponential translation model for target
language morphology. In ACL-HLT.
C. Tillmann. 2004. A unigram orientation model for statistical
machine translation. In NAACL.
K. Toutanova, H. Suzuki, and A. ... similar agreement phenom-
ena as probabilistic sequences.
Factored Translation Models
Factored transla-
tion models (Koehn and Hoang, 2007) facilitate a
more data-oriented approach to agreement modeling.
Words ... for
statistical machine translation into German. In WMT.
Y. Zhang. 2009. Structured Language Models for Statistical Ma-
chine Translation. Ph.D. thesis, Carnegie Mellon University.
155
Translation Model
e...
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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 ... trans-
lation for each source sentence. For E2P, DARPA
has made available to all program participants an
additional evaluation set with multiple (four) refer-
ences for each test input. The Dari...
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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
... 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 ... similarities are hierar-
chical rules.
2 Hierarchical phrase -based MT system
The hierarchical phrase -based translation method
(Chiang, 2005; Chiang, 2007) is a formal syntax-
based translation ...
helpful for at least one multilingual application:
statistical machine translation.
Finally, although we described and evaluated
bilingual sense similarity algorithms applied to a
hierarchical...
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