active learning for statistical phrase based machine translation
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
... 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 ... 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 ... 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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Báo cáo khoa học: "Learning to Transform and Select Elementary Trees for Improved Syntax-based Machine Translations" ppt
Ngày tải lên :
17/03/2014, 00:20
... June 19-24, 2011.
c
2011 Association for Computational Linguistics
Learning to Transform and Select Elementary Trees for Improved
Syntax -based Machine Translations
Bing Zhao
†
, and Young-Suk ... paper for transforming the original elementary tree
into similar trees for evaluating the reordering probabili-
ties.
Eqn. 3 significantly enriches reordering powers for
syntax -based machine translation. ... 2009),
combinations of tree forest and tree-sequence (Zhang et
al., 2008) based approaches were carried out by adding
pseudo nodes and hyper edges into the forest. Overall,
the forest -based translation can...
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Tài liệu Báo cáo khoa học: "An Open Source Toolkit for Phrase-based and Syntax-based Machine Translation" docx
Ngày tải lên :
19/02/2014, 20:20
... toolkit for
phrase- based and syntax -based machine
translation. The toolkit supports several
state-of-the-art models developed in
statistical machine translation, including
the phrase- based ... algorithm for
statistical machine translation. In Proc. of ACL1996,
pages 152–158.
Deyi Xiong, Qun Liu and Shouxun Lin. 2006.
Maximum Entropy Based Phrase Reordering Model
for Statistical Machine ... open-source toolkit for
phrase- based and syntax -based machine translation.
It is implemented in C++ and runs fast. Moreover,
it supports several state-of-the-art models ranging
from phrase- based models...
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Tài liệu Báo cáo khoa học: "Statistical phrase-based models for interactive computer-assisted translation" pdf
Ngày tải lên :
20/02/2014, 12:20
... Association for Computational Linguistics
Statistical phrase- based models for interactive computer-assisted
translation
Jes
´
us Tom
´
as and Francisco Casacuberta
Instituto Tecnol
´
ogico de Inform
´
atica
Universidad ... Decoding in interactive machine
translation
The search algorithm is a crucial part of a CAT
system. Its performance directly affects the qual-
ity and efficiency of translation. For CAT search
we ... high-quality trans-
lations. A statistical phrase- based ap-
proach to computer-assisted translation is
described in this article. A new decoder al-
gorithm for interactive search is also pre-
sented,...
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Báo cáo khoa học: "Transductive learning for statistical machine translation" potx
Ngày tải lên :
08/03/2014, 02:21
... 2000. An
evaluation tool for machine translation: Fast evalua-
tion for MT research. In Proc. LREC.
F.J. Och. 2003. Minimum error rate training in statistical
machine translation. In Proc. ACL.
K. ... improve-
ment in translation quality on both tasks.
1 Introduction
In statistical machine translation (SMT), translation
is modeled as a decision process. The goal is to find
the translation t of ... M. Osborne.
2004. Statistical machine translation with word- and
sentence-aligned parallel corpora. In Proc. ACL.
C. Callison-Burch. 2002. Co-training for statistical ma-
chine translation. Master’s...
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Tài liệu Báo cáo khoa học: "Better Filtration and Augmentation for Hierarchical Phrase-Based Translation Rules" pdf
Ngày tải lên :
20/02/2014, 04:20
... The
mathematics of statistical machine translation: pa-
rameter estimation. Comput. Linguist., 19(2):263–
311.
David Chiang. 2005. A hierarchical phrase- based
model for statistical machine translation. ... Och, and Daniel Marcu.
2003. Statistical phrase- based translation. In
NAACL ’03: Proceedings of the 2003 Conference
of the North American Chapter of the Association
for Computational Linguistics ... FBIS. Here HPB refers to the base-
line hierarchal phrase- based system, RWF means
relaxed-well-formed constraint and WF represents
the well-formed structure.
System Dev02 Test04 Test05
HPB 0.3285...
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Báo cáo khoa học: "A Cloud-Based Platform for Do-It-Yourself Machine Translation" potx
Ngày tải lên :
07/03/2014, 18:20
... 2010.
Stream -based Translation Models for Statistical
Machine Translation. Human Language
Technologies: The 2010 Annual Conference of the
North American Chapter of the Association for
Computational ... ways:
on the translation webpage of LetsMT! for
testing and short translations;
using LetsMT! plug-ins in computer-
assisted translation (CAT) tools for
professional translation;
integrating ... Association for Computational Linguistics, pages 43–48,
Jeju, Republic of Korea, 8-14 July 2012.
c
2012 Association for Computational Linguistics
LetsMT!: A Cloud -Based Platform for Do-It-Yourself
Machine...
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Báo cáo khoa học: "Demonstration of Joshua: An Open Source Toolkit for Parsing-based Machine Translation" potx
Ngày tải lên :
17/03/2014, 02:20
... toolkit for statistical machine translation. In
Proceedings of the ACL-2007 Demo and Poster Ses-
sions.
Zhifei Li and Sanjeev Khudanpur. 2008. A scalable
decoder for parsing -based machine translation ... Variational decoding for statistical machine
translation. In Proceedings of ACL.
Yang Liu, Qun Liu, and Shouxun Lin. 2006. Tree-
to-string alignment templates for statistical machine
translation. In ... source toolkit for parsing-
based machine translation. In Proceedings of the
Fourth Workshop on Statistical Machine Transla-
tion, pages 135–139, Athens, Greece, March. As-
sociation for Computational...
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Báo cáo khoa học: "Towards a Unified Approach to Memory- and Statistical-Based Machine Translation" pdf
Ngày tải lên :
17/03/2014, 07:20
... gloss -based translation. It
is possible for the decoder to produce a perfect
translation using phrases from the TMEM, and
yet, to discard the perfect translation in favor of
an incorrect translation ... one
obtained using the TMEM seed. The translation
obtained from the TMEM seed is also correct for
the third sentence. But unfortunately, in this case,
the TMEM -based translation is not the most prob-
able.
Acknowledgments. ... Strategies For Going Multilin-
gual In A Global Age. John Benjamins Publishers.
Tony Veale and Andy Way. 1997. Gaijin: A
template -based bootstrapping approach to example-
based machine translation. ...
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Tài liệu Báo cáo khoa học: "Using Smaller Constituents Rather Than Sentences in Active Learning for Japanese Dependency Parsing" docx
Ngày tải lên :
20/02/2014, 04:20
... directions.
2 Active Learning
2.1 Pool -based Active Learning
Our base framework of active learning is based on
the algorithm of (Lewis and Gale, 1994), which is
called pool -based active learning. ... of improving active learning for parsing
by using a smaller constituent than a sentence as
a unit that is selected at each iteration of active
learning. Typically in active learning for parsing ... Roukos. 2002.
Active learning for statistical natural language pars-
ing. In Proc. of ACL-2002, pages 120–127.
364
Simon Tong and Daphne Koller. 2000. Support vec-
tor machine active learning with...
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