applying morphology generation models to machine translation
Báo cáo khoa học: "Applying Morphology Generation Models to Machine Translation" docx
Ngày tải lên :
08/03/2014, 01:20
... model to predict them.
520
Proceedings of ACL-08: HLT, pages 514–522,
Columbus, Ohio, USA, June 2008.
c
2008 Association for Computational Linguistics
Applying Morphology Generation Models to Machine ... In the second setting, we
allow the model to use up to 100 translations, and
to automatically select the best number to use. As
seen in Table 3, (n=16) translations were chosen for
Russian and ... statistical machine translation. In
HLT-NAACL.
Xiaodong He. 2007. Using word-dependent transition
models in HMM based word alignment for statistical
machine translation. In ACL Workshop on Statistical
Machine...
- 9
- 416
- 0
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 ... backoff models for combining in-domain and
42
Phrase-Based Backoff Models for Machine Translation of Highly Inflected
Languages
Mei Yang
Department of Electrical Engineering
University of Washin g ton
Seattle, ... editors,
Proceedings of the Conference of the Association for
Machine Translation in the Americas, pages 115–
124, Washington, DC.
P. Koehn. 2005. Europarl: A parallel corpus for sta-
tistical machine...
- 8
- 379
- 0
Báo cáo khoa học: "Combining Coherence Models and Machine Translation Evaluation Metrics for Summarization Evaluation" doc
Ngày tải lên :
07/03/2014, 18:20
... adapt
a machine translation metric to measure con-
tent coverage, apply an enhanced discourse
coherence model to evaluate summary read-
ability, and combine both in a trained regres-
sion model to ... between two machine translation systems
with regard to the BLEU score. We adapt this
method to compute the difference between two eval-
uation metrics in summarization:
1. Randomly choose n topics ... large-scale sup-
port vector machine learning practical. In Bernhard
Schlkopf, Christopher J. C. Burges, and Alexander J.
Smola, editors, Advances in Kernel Methods – Support
Vector Learning. MIT Press,...
- 9
- 351
- 0
Báo cáo khoa học: "Syntax-to-Morphology Mapping in Factored Phrase-Based Statistical Machine Translation from English to Turkish" ppt
Ngày tải lên :
07/03/2014, 22:20
... English -to- Turkish
translation, but without using any morphology.
6 Conclusions
We have presented a novel way to incorporate
source syntactic structure in English -to- Turkish
phrase-based machine translation ... of
the factors. We aligned our training sets using only
the root factor to conflate statistics from different
forms of the same root. The rest of the factors are
then automatically assumed to be aligned, ... Furthermore, in factored
models, we can employ different language models
for different factors. For the initial set of experi-
ments we used 3-gram LMs for all the factors.
For factored decoding,...
- 11
- 451
- 0
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
... English-Hindi Statistical Machine Translation.
In Proc. IJCNLP.
Roy Tromble. 2009. Search and Learning for the Lin-
ear Ordering Problem with an Application to Machine
Translation. Ph.D. Thesis.
Karthik ... since the
emerging of statistical machine translation. In
phrase-based models (Och, 2002; Koehn et al.,
2003), phrase is introduced to serve as the funda-
mental translation element and deal with ... converted to dependency trees us-
ing Stanford Parser (Marneffe et al., 2006). We con-
vert the tokens in training data to lower case, and
re-tokenize the sentences using the same tokenizer
from...
- 9
- 615
- 0
Tài liệu Báo cáo khoa học: "Mixing Multiple Translation Models in Statistical Machine Translation" docx
Ngày tải lên :
19/02/2014, 19:20
... their translations by the IN, OUT and En-
semble models are shown in Figure 2. The boxes
show how the Ensemble model is able to use n-
grams from the IN and OUT models to construct
a better translation ... april.
Nicola Bertoldi and Marcello Federico. 2009. Do-
main adaptation for statistical machine translation with
monolingual resources. In Proceedings of the Fourth
Workshop on Statistical Machine Translation, ... 2005), LOPs work best when all the
models accuracies are high and close to each other
with some degree of diversity. LOPs give veto power
to any of the component models and this perfectly
works...
- 10
- 456
- 0
Tài liệu Báo cáo khoa học: "HINDI TO PUNJABI MACHINE TRANSLATION SYSTEM" pdf
Ngày tải lên :
20/02/2014, 05:20
... Case Study of 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. ...
2.6.3 Word -to- Word translation using
lexicon lookup
If token is not a title or a surname, it is looked
up in the HPDictionary database containing
Hindi to Punjabi direct word to word
translation. ... gives it to translation engine
for analysis till the complete input text is read
and processed.
2.6 Translation Engine
The translation engine is the main component
of our Machine Translation...
- 6
- 458
- 0
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
... 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 t
h
according
to the automatic ... and
the Confusion of Tongues: an MT Metric. In Pro-
ceedings of the Workshop on MT Evaluation ”Who
did what to whom?” at Machine Translation Summit
VIII, pages 55–59.
Christoph Tillmann, Stefan ... Labelled Dependencies in Machine
Translation Evaluation. In Proceedings of the ACL
Workshop on Statistical Machine Translation, pages
104–111.
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-
Jing...
- 9
- 514
- 0
Tài liệu Báo cáo khoa học: "Name Translation in Statistical Machine Translation Learning When to Transliterate" pptx
Ngày tải lên :
20/02/2014, 09:20
... USA
me@hal3.name
Abstract
We present a method to transliterate names
in the framework of end -to- end statistical
machine translation. The system is trained
to learn when to transliterate. For Arabic
to English MT, we developed ... apply it to any base SMT system, and
to human translationsas well. Our goal in augment-
ing abaseSMT systemis toincreasethis percentage.
A secondary goal is to make sure that our overall
translation ... transliterator described in section
3 to the tagged items. We limit this transliter-
ation to words that occur up to 50 times in the
training corpus for single token names (or up
to 100 and 150 times for...
- 9
- 545
- 0
Tài liệu Báo cáo khoa học: "Segmentation for English-to-Arabic Statistical Machine Translation" ppt
Ngày tải lên :
20/02/2014, 09:20
... their
effect on translation. We also report on applying
Factored Translation Models (Koehn and Hoang,
2007) for English -to- Arabic translation.
2 Previous Work
The only previous work on English -to- Arabic ... languages.
Koehn and Hoang (2007) present Factored Transla-
tion Models as an extension to phrase-based statisti-
cal machine translation models. Factored models al-
low the integration of additional ... techniques. We also report on the use
of Factored Translation Models for English-
to- Arabic translation.
1 Introduction
Arabic has a complex morphology compared to
English. Words are inflected for gender,...
- 4
- 374
- 0
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
... Statistical Machine Translation
The goal of the translation process in statisti-
cal machine translation can be formulated as fol-
lows: A source language string
is to be translated into a target ... applies this approach
to the so-called IBM Candide system to build con-
text dependent models, compute automatic sen-
tence splitting and to improve word reordering in
translation. Similar techniques ... provided by the
translation system.
7 Conclusions
We have developed refined lexicon models for
statistical machine translation by using maximum
entropy models. We have been able to obtain a
significant...
- 8
- 427
- 0
Tài liệu Báo cáo khoa học: "Lexical Morphology in Machine Translation: a Feasibility Study" potx
Ngày tải lên :
22/02/2014, 02:20
...
4.2 The prototype
In order to evaluate the approach described
above and to concretely investigate the ins and
outs of such implementation, we built up a proto-
type of a machine translation ... Association for Computational Linguistics
Lexical Morphology in Machine Translation: a Feasibility Study
Bruno Cartoni
University of Geneva
cartonib@gmail.com
Abstract
This paper presents ...
methodological criteria that are needed to exploit
lexical morphology in machine translation.
2 Issues
Unknown words are a problematic issue in any
NLP tool. Depending on the studies (Ren and...
- 9
- 520
- 0
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 ... opposed to Urdu where they are
ematical formulation of our two models, Model-1
and Model-2.
3.1 Model-1 : Conditional Probability Model
Applying a noisy channel model to compute the
most probable translation ... and the trans-
lation model. We refer to the words known to
the language model and to the translation model
as LM-known and TM-known words respectively
and to words that are unknown as LM-unknown
and...
- 10
- 407
- 0
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
... dependency language
model to improve translation quality. To some ex-
tent, these syntactically-informed language models
are consistent with syntax-based translation models
in capturing long-distance ... advance
translation models from word-based paradigm to
syntax-based philosophy, in recent years we have
also witnessed increasing efforts dedicated to ex-
tend standard n-gram language models ... corpora to train our translation
model and smaller corpora without the United Na-
tions corpus to build a maximum entropy based re-
ordering model (Xiong et al., 2006).
To train our language models...
- 10
- 415
- 0
Báo cáo khoa học: "Improving On-line Handwritten Recognition using Translation Models in Multimodal Interactive Machine Translation" docx
Ngày tải lên :
07/03/2014, 22:20
... Linguistics
Improving On-line Handwritten Recognition using Translation Models
in Multimodal Interactive Machine Translation
Vicent Alabau, Alberto Sanchis, Francisco Casacuberta
Institut Tecnol
`
ogic ... ma-
chine translation (IMT) (Foster et al., 1998; Bar-
rachina et al., 2009; Koehn and Haddow, 2009) the
system goal is not to produce “perfect” translations
in a completely automatic way, but to help ... counterparts. Still, inverse IBM models
perform better than the n-grams alone. Log-linear
models show a bit of improvement with respect to
IBM models. However, linear interpolated models
perform the best....
- 6
- 314
- 0
- machine translation to larger corpora
- applying morphology generation models
- hindi to punjabi machine translation system
- phrasebased statistical machine translation from english to turkish
- a probabilistic approach to syntaxbased reordering for statistical machine translation
- towards a unified approach to memory and statisticalbased machine translation
- american sign language natural language generation and machine translation
- syntax based language models for statistical machine translation
- adaptation of reordering models for statistical machine translation
Tìm thêm:
- hệ việt nam nhật bản và sức hấp dẫn của tiếng nhật tại việt nam
- xác định các mục tiêu của chương trình
- xác định các nguyên tắc biên soạn
- khảo sát các chuẩn giảng dạy tiếng nhật từ góc độ lí thuyết và thực tiễn
- khảo sát chương trình đào tạo của các đơn vị đào tạo tại nhật bản
- khảo sát chương trình đào tạo gắn với các giáo trình cụ thể
- xác định thời lượng học về mặt lí thuyết và thực tế
- tiến hành xây dựng chương trình đào tạo dành cho đối tượng không chuyên ngữ tại việt nam
- điều tra đối với đối tượng giảng viên và đối tượng quản lí
- điều tra với đối tượng sinh viên học tiếng nhật không chuyên ngữ1
- khảo sát thực tế giảng dạy tiếng nhật không chuyên ngữ tại việt nam
- khảo sát các chương trình đào tạo theo những bộ giáo trình tiêu biểu
- nội dung cụ thể cho từng kĩ năng ở từng cấp độ
- xác định mức độ đáp ứng về văn hoá và chuyên môn trong ct
- phát huy những thành tựu công nghệ mới nhất được áp dụng vào công tác dạy và học ngoại ngữ
- mở máy động cơ lồng sóc
- mở máy động cơ rôto dây quấn
- các đặc tính của động cơ điện không đồng bộ
- hệ số công suất cosp fi p2
- đặc tuyến hiệu suất h fi p2