web based hindi to punjabi machine translation system
Tài liệu Báo cáo khoa học: "HINDI TO PUNJABI MACHINE TRANSLATION SYSTEM" pdf
Ngày tải lên :
20/02/2014, 05:20
...
Hindi- Punjabi being closely related language
pair (Goyal V. and Lehal G.S., 2008) , Hybrid
Machine Translation approach has been used
for developing Hindi to Punjabi Machine
Translation System. ... is found to perform
better than the constituent systems.
Keywords: Machine Translation, Computational
Linguistics, Natural Language Processing, Hindi,
Punjabi. Translate Hindi to Punjabi, ... N-Grams Based Word
Sense Disambiguation: A Case Study of Hindi to
Punjabi Machine Translation System. International
Journal of Translation. (Accepted, In Print).
Goyal V., Lehal G.S. 2011a. Hindi...
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Báo cáo khoa học: "Hindi-to-Urdu Machine Translation Through Transliteration" pptx
Ngày tải lên :
07/03/2014, 22:20
... Stuttgart
{durrani,sajjad,fraser,schmid}@ims.uni-stuttgart.de
Abstract
We present a novel approach to integrate
transliteration into Hindi- to- Urdu statisti-
cal machine translation. We propose two
probabilistic models, based on conditional
and joint probability ... quality transliteration from
Hindi to Urdu.
Hindi and Urdu have similar sound systems but
transliteration from Hindi to Urdu is still very hard
because some phonemes in Hindi have several or-
thographic ... Developing English-Urdu
machine translation via Hindi. In Third Workshop
on Computational Approaches to Arabic Script-
based Languages (CAASL3), MT Summit XII, Ot-
tawa, Canada.
Andreas Stolcke. 2002....
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Tài liệu Báo cáo khoa học: "The Contribution of Linguistic Features to Automatic Machine Translation Evaluation" docx
Ngày tải lên :
20/02/2014, 07:20
... human-aided
translations according to the automatic metric. For
this, we consider in each translation case c, the
worse automatic translation t that equals or im-
proves the human-aided translation ... set of reference translations
we want to train a combined system that takes
the most appropriate translation approach for each
text segment. We consider the set of translations
system presented ... Introduction
Automatic evaluation methods based on similarity
to human references have substantially accelerated
the development cycle of many NLP tasks, such
as Machine Translation, Automatic Summariza-
tion,...
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Tài liệu Báo cáo khoa học: "Computing Consensus Translation from Multiple Machine Translation Systems Using Enhanced Hypotheses Alignment" pot
Ngày tải lên :
22/02/2014, 02:20
... Language Translation, pp. 1–12, Kyoto,
Japan.
S. Bangalore, G. Bordel, G. Riccardi. 2001. Comput-
ing Consensus Translation from Multiple Machine
Translation Systems. IEEE Workshop on Automatic
Speech ... for
computing a consensus translation from the out-
puts of multiple machine translation systems.
Combining outputs from different systems
was shown to be quite successful in automatic
speech recognition ... with an improved system. We compared
the consensus translation with this new translation
(last line of Table 2). It can be observed that the
consensus translation based on the MT systems
developed...
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Tài liệu Báo cáo khoa học: "Phrase-Based Backoff Models for Machine Translation of Highly Inflected Languages" docx
Ngày tải lên :
22/02/2014, 02:20
... backoff model produced a
good translation, but the translation was a para-
phrase rather than an identical match to the ref-
erence translation. Since only a single reference
translation is available ... Phrase -Based Backoff Models for Machine Translation of Highly Inflected
Languages
Mei Yang
Department of Electrical Engineering
University of Washin g ton
Seattle, WA, USA
yangmei@ee.washington.edu
Katrin ... Electrical Engineering
University of Washin g ton
Seattle, WA, USA
katrin@ee.washington.edu
Abstract
We propose a backoff model for phrase-
based machine translation that translates
unseen word forms...
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Báo cáo khoa học: "Machine Translation System Combination by Confusion Forest" docx
Ngày tải lên :
07/03/2014, 22:20
... directly
introduce syntactic consensus to system combina-
tion by encoding multiple system outputs into a sin-
gle forest structure. We believe that the confusion
forest based approach to system combination has
future ... state-of-the-art system combination
method for machine translation (MT) is
based on confusion networks constructed
by aligning hypotheses with regard to word
similarities. We introduce a novel system
combination ... confusion network system has an ad-
ditional penalty feature, h
p
(m), which is the total
edits required to construct a confusion network us-
ing the mth system hypothesis as a skeleton, normal-
ized...
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Báo cáo khoa học: "An Interactive Machine Translation System with Online Learning" pdf
Ngày tải lên :
07/03/2014, 22:20
... system is employed in the following way. For
a given source sentence, the SMT system automati-
cally generates an initial translation. A human trans-
lator checks this translation from left to ... to imple-
ment our IMT system. We are not aware of other
IMT tools that include such functionality. For in-
stance, a prototype system for text prediction to help
translators is shown in (Foster ... transla-
tion tool. Caitra aids linguists suggesting sentence
completions, alternative words or allowing users to
post-edit machine translation output. However, nei-
ther of these systems are able to take...
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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
... 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 translation. ... primarily to prevent distortion: it provides an
intelligent estimate as to when source order must be
respected. The resulting translations tend to be more
literal than unconstrained translations. ... literal translation, cohesion
tends to produce an improvement. Consider the first
translation example shown in Table 5. In the base-
line translation, the language model encourages the
system to move...
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Báo cáo khoa học: "Tailoring Word Alignments to Syntactic Machine Translation" docx
Ngày tải lên :
08/03/2014, 02:21
... manual
alignments.
2 Translation with Tree Transducers
In a tree transducer system, as in phrase -based sys-
tems, the coverage and generality of the transducer
inventory is strongly related to the effectiveness ... undesirable in gen-
eral, this error is particularly problematic for a
syntax -based translation system. In a phrase -based
system, this link would block extraction of the
phrases [ax
´
es sur la carri
`
er ... relevant constituent to be an interior
node.
Word alignment constellation that would allow a
phrase extraction in a phrase -based translation
system, but which does not correspond to an
English...
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Báo cáo khoa học: "A ROBUST MACHINE TRANSLATION SYSTEM" doc
Ngày tải lên :
08/03/2014, 18:20
... expectation -based
approach to machine translation which does not view
machine translation as a testhod for AI. The paper has
shown the need to consider problems unique to
machine translation ... Ryori to Kondate.
Shufu no Tomo, Tokyo, Japan.
Nitta, H. 1982. A Heuristic Approach to English-into-
Japanese Machine Translation. Proceedings of
COLING-1982.
29
JETR: A ROBUST MACHINE TRANSLATION ... human translators claim that they do not always
understand the texts they translate (Slocum 1985).
Moreover, knowledge -based translation systems are
less practical than systems based on direct...
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Báo cáo khoa học: "The Parameters of an Operational Machine Translation System" doc
Ngày tải lên :
16/03/2014, 19:20
... a mechanized system; of translation, and of out-
put are interpreted in terms of an operational machine translation
center.
The use of machines to do high-volume, high-speed
translation from ... time to come for both
research and production in machine translation. Incisive
inquiry resolves this dichotomy to the conclusion that
the former group believes the problem of MT to be a
machine ... state of the art of machine
translation to be of a sufficient level to warrant opera-
tional machine translation production from Russian-
language materials, I do not wish to suggest that all...
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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
... based decoding
algorithm for syntax -based SMT to facilitate the
non-contiguous constituent decoding for our model.
To the best of our knowledge, this is the first
attempt to acquire the translation ...
effectiveness of non-contiguous translational equi-
valences to non-contiguous phrase modeling in
both syntax -based and phrase -based systems. We
also find that in Chinese-English translation task,
gaps ... to statistical machine translation.
Computational Linguistics, 30(4):417-449
Kishore Papineni, Salim Roukos, ToddWard and WeiJ-
ing Zhu. 2002. BLEU: a method for automatic evalu-
ation of machine...
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Báo cáo khoa học: "A Comparative Study of Hypothesis Alignment and its Improvement for Machine Translation System Combination" pot
Ngày tải lên :
17/03/2014, 01:20
... four systems, as
listed in Table 2, they are phrase -based system
Moses (Koehn et al., 2007), hierarchical phrase-
based system (Chiang, 2007), BTG -based lexica-
lized reordering phrase -based system ... alignment -based
tree -to- tree translation system (Zhang et al.,
2008). Each system for the same task is trained
on the same data set.
4.2 Experiments setting
For each system, we used the top 10 ...
Building Confusion Networks with Application to
Machine Translation System Combination, In
Pro-
ceeding of the Third ACL Workshop on Statistical
Machine Translation, pp. 183-186.
K. C. Sim, W....
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Báo cáo khoa học: "A New String-to-Dependency Machine Translation Algorithm with a Target Dependency Language Model" pot
Ngày tải lên :
17/03/2014, 02:20
... two-step string-
to- CFG-tree translation model which employed a
syntax -based language model to select the best
translation from a target parse forest built in the first
step. Only translation probability ... While tree -to- tree models can rep-
resent richer structural information, existing tree -to-
tree models did not show advantage over string -to-
tree models on translation accuracy due to a much
larger ... be
applied to partial decoding results. Thus, we will be
able to employ shared structures to merge multiple
partial results.
Based on the results in previous work (DeNeefe
et al., 2007), we want to keep...
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Báo cáo khoa học: "A Hierarchical Phrase-Based Model for Statistical Machine Translation" pptx
Ngày tải lên :
17/03/2014, 05:20
... Mandarin -to- English
translation. We compared a baseline system,
the state-of-the-art phrase -based system Pharaoh
(Koehn et al., 2003; Koehn, 2004a), against our sys-
tem. For all three systems ... below). A move to synchronous CFG can
be seen as a move towards syntax -based MT; how-
ever, we make a distinction here between formally
syntax -based and linguistically syntax -based MT. A
system like ... as
a shift to the formal machinery of syntax-
based translation systems without any lin-
guistic commitment. In our experiments us-
ing BLEU as a metric, the hierarchical phrase-
based model...
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