machine translation system combination by confusion forest
Báo cáo khoa học: "Machine Translation System Combination by Confusion Forest" docx
Ngày tải lên :
07/03/2014, 22:20
... 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 ... Oregon, June 19-24, 2011.
c
2011 Association for Computational Linguistics
Machine Translation System Combination by Confusion Forest
Taro Watanabe and Eiichiro Sumita
National Institute of Information...
- 9
- 256
- 0
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
... Alignment for
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. ...
Combining Outputs from Machine Translation
Systems. In Proceeding of EMNLP. Hawaii, US,
Oct.
F. Huang and K. Papinent. 2007. Hierarchical System
Combination for Machine Translation. In Proceed-
ings ... Multi-engine ma-
chine translation guided by explicit word matching.
In Proceeding of EAMT. pp.143–152.
D. Karakos, J. Eisner, S. Khudanpur, and M. Dreyer.
2008. Machine Translation System Combination...
- 8
- 546
- 1
Báo cáo khoa học: "A Pattern-based Machine Translation System Extended by Example-based Processing" ppt
Ngày tải lên :
17/03/2014, 07:20
... "A Similarity-Driven Transfer System, "
Proc. of the 14th COLING, Vol. 2, pp. 770-776, 1992.
1373
A
Pattern-based Machine Translation System Extended by
Example-based Processing
Hideo ... "Pattern-Based Context-Free Grammars
for Machine Translation, " Proc. of 34th ACL, pp. 144-
151, June 1996.
[7] Takeda, K., "Pattern-Based Machine Translation, "
Proc. of 16th COLING, ... make
more robust and human-like translation system.
References
[1] Nagao, M., Tsujii, J., and Nakamura, J., "The Japanese
Government Project of Machine Translation, " Compu-
tational...
- 5
- 233
- 0
Tài liệu Báo cáo khoa học: "HINDI TO PUNJABI MACHINE TRANSLATION SYSTEM" pdf
Ngày tải lên :
20/02/2014, 05:20
... Advances in Machine
Translation Systems, Language In India, Volume 9,
November Issue, pp. 138-150.
Goyal V., Lehal G.S. 2009a. A Machine
Transliteration System for Machine Translation
System: ... Hindi to
Punjabi Machine Translation System. International
Journal of Translation. (Accepted, In Print).
Goyal V., Lehal G.S. 2011a. Hindi to Punjabi
Machine Translation System. In Proc.: ...
operations that are applied on input data to
make it processable by the translation engine.
In the first phase of Machine Translation
system, various activities incorporated include
text normalization,...
- 6
- 458
- 0
Báo cáo khoa học: "An Interactive Machine Translation System with Online Learning" pdf
Ngày tải lên :
07/03/2014, 22:20
... allowing users to
post-edit machine translation output. However, nei-
ther of these systems are able to take advantage of
the user validated translations.
3 Interactive Machine Translation
IMT can be ... IMT system
is a conventional IMT system which is not able to
take advantage of user feedback after each trans-
lation is performed. The online IMT system uses
the translations validated by the ... results, our system outperforms
the results of conventional IMT systems. To
the best of our knowledge, this online learning
capability has never been provided by previ-
ous IMT systems. Our IMT system...
- 6
- 431
- 0
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 such as ... understanding required in
general by a machine translation system is difficult,
the. level clearly depends on the languages, the text
type and the tasks involved in translation. INSTRA
was designed ... 1982. A Heuristic Approach to English-into-
Japanese Machine Translation. Proceedings of
COLING-1982.
29
JETR: A ROBUST MACHINE TRANSLATION SYSTEM
Rika Yoshii
Department of Information and...
- 7
- 371
- 1
Báo cáo khoa học: "The Parameters of an Operational Machine Translation System" doc
Ngày tải lên :
16/03/2014, 19:20
... capacity, or the creation of
110
[
Mechanical Translation
, Vol.6, November 1961]
The Parameters of an Operational Machine Translation System
by Paul W. Howerton, Deputy Assistant Director, ... determining the qual-
ity of translation lies with the MT research personnel.
I believe that the only meaningful criterion which can
be applied to machine translation, or human translation
for that ... mani-
fested itself in condemnation of machine translation.
Please note that all respondents who had knowledge of
the discipline found the machine translation acceptable
and usable. This,...
- 4
- 320
- 0
Báo cáo khoa học: "Designing a Task-Based Evaluation Method ology for a Spoken Machine Translation System" pot
Ngày tải lên :
17/03/2014, 07:20
... the system in a glass-box approach, evalu-
ating individual system components separately
(Simpson and Fraser, 1993).
571
Designing a Task-Based Evaluation Methodology
for a Spoken Machine Translation ... methodology
for a spoken machine translation (MT) sys-
tem processing human to human communica-
tion rather than human to machine communi-
cation. I claim that system mediated human to
human ... to evaluating spoken
language systems focusing on human -machine
dialogue is to compare system responses to cor-
rect reference answers; however, as discussed
by (Walker et al., 1997), the...
- 4
- 365
- 0
Tài liệu Báo cáo khoa học: "Combination of Arabic Preprocessing Schemes for Statistical Machine Translation" ppt
Ngày tải lên :
20/02/2014, 11:21
... 2005).
System combination for MT has also been in-
vestigated by different researchers. Approaches to
combination generally either select one of the hy-
potheses produced by the different systems ... Consensus Translation from Multiple Machine
Translation Systems Using Enhanced Hypotheses
Alignment. In Proc. of EACL, Trento, Italy.
S. Nießen and H. Ney. 2004. Statistical Machine
Translation ... 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...
- 8
- 295
- 0
Tài liệu Báo cáo khoa học: "Statistical Machine Translation by Parsing" pptx
Ngày tải lên :
20/02/2014, 16:20
... informa-
tion about translational equivalence.
4
The inside-probability semiring would be required for
maximum-likelihood synchronization.
Statistical Machine Translation by Parsing
I. Dan Melamed
Computer ... and apply a syntax-aware statisti-
cal machine translation system.
1 Introduction
A parser is an algorithm for inferring the structure
of its input, guided by a grammar that dictates what
structures ... only in the output dimension(s), then the
inference is, de facto, a translation. The possible
translations are determined by consulting the gram-
mar. Thus, in addition to its usual function...
- 8
- 433
- 0
Báo cáo khoa học: "Sentence Simplification by Monolingual Machine Translation" pdf
Ngày tải lên :
07/03/2014, 18:20
... dataset created by Zhu et al. (2010). In gen-
eral, a statistical machine translation model finds a
best translation ˜e of a text in language f to a text
in language e by combining a translation model ... of edits the system performs,
while still producing grammatical and meaning-
preserving output. Although the comparison against
the Zhu system, which uses syntax-driven machine
translation, shows ... propose a probabilistic, syntax-
based machine translation approach to the problem
and compare against a baseline of no simplification
and a phrase-based machine translation approach.
In a similar...
- 10
- 437
- 0
Báo cáo khoa học: "Multi-Engine Machine Translation Guided by Explicit Word Matching" docx
Ngày tải lên :
08/03/2014, 04:22
... Arabic-to-English
machine translation systems on the 2003 TIDES
Arabic test set. The systems were AppTek’s rule
based system, CMU’s EBMT system, and
Systran’s web-based translation system.
We compare ... The MEMT Algorithm
Our Multi-Engine Machine Translation
(MEMT) system operates on the single “top-best”
translation output produced by each of several MT
systems operating on a common input ...
translation and its reference.
4 Results
System METEOR Score
System A 0.4241
System B 0.4231
System C 0.4405
Choosing best original translation 0.4432
MEMT System 0.5183
Table 1: METEOR Scores...
- 4
- 228
- 0
Báo cáo khoa học: "An Open Source Toolkit for Tree/Forest-Based Statistical Machine Translation" ppt
Ngày tải lên :
16/03/2014, 20:20
... million data.
Here, HPSG forests were used in Akamon.
i.e., first construct a translation forest by ap-
plying the tree-to-string translation rules to the
original parsing forest of the source sentence,
and ... string-to-string none
Table 1: A classification of syntax-based SMT systems. Tree /forest- based and string-based systems are split by a line.
All the systems listed here are linguistically syntax-based except ... statis-
tical machine translation. In Proceedings of COLING-
ACL, pages 521–528, July.
Hui Zhang, Min Zhang, Haizhou Li, Aiti Aw, and
Chew Lim Tan. 2009. Forest- based tree sequence
to string translation...
- 6
- 347
- 0