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A Panoramic Survey of Natural Language Processing in the Arab World ...
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Darwish, Kareem; Habash, Nizar; Abbas, Mourad; Al-Khalifa, Hend; Al-Natsheh, Huseein T.; El-Beltagy, Samhaa R.; Bouamor, Houda; Bouzoubaa, Karim; Cavalli-Sforza, Violetta; El-Hajj, Wassim; Jarrar, Mustafa; Mubarak, Hamdy. - : arXiv, 2020
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Abstract:
The term natural language refers to any system of symbolic communication (spoken, signed or written) without intentional human planning and design. This distinguishes natural languages such as Arabic and Japanese from artificially constructed languages such as Esperanto or Python. Natural language processing (NLP) is the sub-field of artificial intelligence (AI) focused on modeling natural languages to build applications such as speech recognition and synthesis, machine translation, optical character recognition (OCR), sentiment analysis (SA), question answering, dialogue systems, etc. NLP is a highly interdisciplinary field with connections to computer science, linguistics, cognitive science, psychology, mathematics and others. Some of the earliest AI applications were in NLP (e.g., machine translation); and the last decade (2010-2020) in particular has witnessed an incredible increase in quality, matched with a rise in public awareness, use, and expectations of what may have seemed like science fiction in ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.2011.12631
https://arxiv.org/abs/2011.12631
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Comparison between Neural and Statistical translation after transliteration of Algerian Arabic Dialect
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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)
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An Algerian dialect: Study and Resources
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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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Grapheme To Phoneme Conversion - An Arabic Dialect Case
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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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Building Resources for Algerian Arabic Dialects
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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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Diacritics Restoration for Arabic Dialects
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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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Evaluation of Topic Identification Methods on Arabic Corpora
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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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TR-Classifier and kNN Evaluation for Topic Identification tasks
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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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Multi-Category Support Vector Machines for Identifying Arabic Topics
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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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