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L’extraction de phrases en relation de traduction dans Wikipédia
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| 182 |
Continuous space models with neural networks in natural language processing ; Modèles neuronaux pour la modélisation statistique de la langue
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In: https://tel.archives-ouvertes.fr/tel-00776704 ; Other [cs.OH]. Université Paris Sud - Paris XI, 2012. English. ⟨NNT : 2012PA112407⟩ (2012)
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| 183 |
ANN and Rule Based Method for English to Arabic Machine Translation
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In: http://www.ccis2k.org/iajit/PDF/vol.11,no.4/5308.pdf (2012)
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| 184 |
ANN and Rule Based Method for English to Arabic Machine Translation IAJIT First Online Publication
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Abstract:
Abstract: Machine Translation is the process by which computer software is used to translate a text from one natural language into another language with or without minimal human intervention. This definition involves accounting for the grammatical structure of each language and using rules and grammars to transfer the grammatical structure of the source language into the target language. This paper presents an English into Arabic Machine Translation (MT) system for translating simple well-structured English sentences into well-structured Arabic sentences using a rule-based approach and feed-forward back-propagation Artificial Neural Network (ANN). Our system is able to translate sentences having gerunds, infinitives, prepositions and prepositional objects, direct objects, indirect objects, etc. Neural network works as bilingual dictionary, which does not only store the meaning of English word in Arabic but it also stores linguistic features attached to the word. The performance is evaluated by different MT evaluation methods. The n-gram blue score achieved by the system is 0.7143, METEOR score achieved is 0.8734 and 0.8928 on F-measure.
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Keyword:
back-propagation; English-Arabic machine translation system; MT; neural network; rule based translation
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URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.296.8730
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| 185 |
L’extraction de phrases en relation de traduction dans Wikipédia
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| 186 |
Translation Rules and ANN Based Model for English to Urdu Machine Translation
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In: http://www.dcc.ufla.br/infocomp/images/artigos/v10.3/art04.pdf (2011)
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| 187 |
A Survey of Current Paradigms in Machine Translation
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In: DTIC (1998)
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| 188 |
Continuous Space Translation Models for Phrase-Based Statistical Machine Translation
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In: http://aclweb.org/anthology/C/C12/C12-2104.pdf
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| 189 |
SignON: Bridging the gap between sign and spoken languages
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