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1
A Panoramic Survey of Natural Language Processing in the Arab World ...
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2
Impacts de la pratique théâtrale sur l'acte oratoire du FLE : Cas: élèves de la 2 AS
Abbas, Mourad [Verfasser]. - Saarbrücken : Éditions universitaires européennes, 2018
DNB Subject Category Language
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3
Comparison between Neural and Statistical translation after transliteration of Algerian Arabic Dialect
In: WiNLP: Women & Underrepresented Minorities in Natural Language Processing (co-located withACL 2017) ; https://hal.archives-ouvertes.fr/hal-01570298 ; WiNLP: Women & Underrepresented Minorities in Natural Language Processing (co-located withACL 2017), Jul 2017, Vancouver, Canada ; http://www.winlp.org/winlp-workshop (2017)
Abstract: International audience ; Research on Arabic Dialect Treatment has recently become important in the literature. Although most work on these dialects considers only the messages or the portion of text written in Arabic letters, another style of writing has emerged on social media. This style is known by Arabizi and combines between Latin letters and numbers. To address this emergent problem in the context of automatic translation, we present an Arabic dialect translation system composed by two modules: Transliteration and translation. We develop each module with a statistical and a neural model. To test our system, we used the Algerian portion of a multi-dialectal Arabic corpus named PADIC. Experimental results show that a good transliteration improves the translation results. Moreover, the neural transliteration gives better results than the statistical transliteration. However, the statistical translation still gives better results that the neural translation.
Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-NE]Computer Science [cs]/Neural and Evolutionary Computing [cs.NE]; Algerian Dialect; Arabic Dialect; Arabizi; Neural translation; Neural transliteration; Statistical translation; Statistical transliteration
URL: https://hal.archives-ouvertes.fr/hal-01570298
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4
An Algerian dialect: Study and Resources
In: ISSN: 2158-107X ; EISSN: 2156-5570 ; International journal of advanced computer science and applications (IJACSA) ; https://hal.archives-ouvertes.fr/hal-01297415 ; International journal of advanced computer science and applications (IJACSA), The Science and Information Organization, 2016, 7 (3), pp.384-396. ⟨10.14569/IJACSA.2016.070353⟩ (2016)
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5
Grapheme To Phoneme Conversion - An Arabic Dialect Case
In: Spoken Language Technologies for Under-resourced Languages ; https://hal.inria.fr/hal-01067022 ; Spoken Language Technologies for Under-resourced Languages, May 2014, Saint Petesbourg, Russia (2014)
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6
Building Resources for Algerian Arabic Dialects
In: 15th Annual Conference of the International Communication Association Interspeech ; https://hal.inria.fr/hal-01066989 ; 15th Annual Conference of the International Communication Association Interspeech, ISCA, Sep 2014, Singapour, Singapore (2014)
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7
Building Resources for Algerian Arabic Dialects ...
Harrat, Salima; Meftouh, Karima; Abbas, Mourad. - : Unpublished, 2014
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8
Diacritics Restoration for Arabic Dialects
In: INTERSPEECH 2013 - 14th Annual Conference of the International Speech Communication Association ; https://hal.inria.fr/hal-00925815 ; INTERSPEECH 2013 - 14th Annual Conference of the International Speech Communication Association, ISCA, Aug 2013, Lyon, France (2013)
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9
Evaluation of Topic Identification Methods on Arabic Corpora
In: ISSN: 0972-7272 ; Journal of Digital Information Management ; https://hal.inria.fr/hal-01586544 ; Journal of Digital Information Management, Digital Information Research Foundation, 2011, 9 (5), pp.8 double column (2011)
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10
TR-Classifier and kNN Evaluation for Topic Identification tasks
In: ISSN: 0973-5836 ; International Journal on Information and Communication Technologies ; https://hal.inria.fr/hal-01586549 ; International Journal on Information and Communication Technologies, Serials Publications, 2010, 3 (3), pp.10 (2010)
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11
Multi-Category Support Vector Machines for Identifying Arabic Topics
In: 10th International Conference on Intelligent Text Processing and Computational Linguistics - CICLing 2009 ; https://hal.inria.fr/inria-00403102 ; 10th International Conference on Intelligent Text Processing and Computational Linguistics - CICLing 2009, Mar 2009, Mexico, Mexico (2009)
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