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Dictionnaire Ḥassāniyya - français (dialecte arabe de Mauritanie), vol. 11 : nūn – hāˀ – wāw – yāˀ
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In: https://hal.archives-ouvertes.fr/hal-03503349 ; 2021 (2021)
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Dictionnaire Ḥassāniyya - français (dialecte arabe de Mauritanie), vol. 10 : kāf - lām - mīm
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In: https://hal.archives-ouvertes.fr/hal-03502135 ; 2021 (2021)
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Dictionnaire ḥassāniyya –français (dialecte arabe de Mauritanie), vol. 9 : gāf - qāf
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In: https://hal.archives-ouvertes.fr/hal-03502142 ; 2021 (2021)
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Dictionnaire Ḥassāniyya - français (dialecte arabe de Mauritanie), vol. 10 : kāf - lām - mīm
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In: https://hal.archives-ouvertes.fr/hal-03502135 ; 2021 (2021)
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| 6 |
Dictionnaire Ḥassāniyya - français (dialecte arabe de Mauritanie), vol. 11 : nūn – hāˀ – wāw – yāˀ
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In: https://hal.archives-ouvertes.fr/hal-03503349 ; 2021 (2021)
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| 7 |
Dictionnaire ḥassāniyya –français (dialecte arabe de Mauritanie), vol. 9 : gāf - qāf
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In: https://hal.archives-ouvertes.fr/hal-03502142 ; 2021 (2021)
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Semantic Classification of Multidialectal Arabic Social Media
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In: Dissertations (2021)
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Abstract:
Arabic is one of the most widely used languages in the world, but due in part to its morphological and syntactic richness, resources for automated processing of Arabic are relatively rare. Arabic takes three primary forms: Classical Arabic as seen in the Qur’an and other classical texts; Modern Standard Arabic (MSA) as seen in newspapers, formal documents, and other written text intended for widespread distribution; and dialectal Arabic as used in common speech and informal communication. Social media posts are often written in informal language and may include non-standard spellings, abbreviations, emoticons, hashtags, and emojis. Dialectal Arabic is commonly used in social media. Semantic classification is the task of assigning a label to a text based on its primary semantic content. Given the increased use of dialectal Arabic on social media platforms in recent years, there is an urgent need for semantic classification of dialectal Arabic. Even compared to MSA there are few resources for automated processing of dialectal Arabic. The prior work dealing with automated processing of dialectal Arabic are limited to only one or two dialects. One of the major obstacles to doing semantic classification of multi-dialectal Arabic is the lack of a large, multi-dialectal, tagged corpus. To the best of our knowledge there are no automated processes for semantic classification of multi-dialectal Arabic social media texts. We gather a data set of more than one million tweets collected from 449 accounts located in 12 Arabic-speaking countries. We group those tweets into 21,791 documents by country, account, and month. We first construct a query to represent a particular semantic concept. Then, using Latent Semantic Analysis (LSA) we rank the documents by semantic similarity to the query. Next, we use that ranking to train a deep neural network classifier to identify documents whose text is semantically similar to the query. Experiments demonstrate an overall accuracy of 98.075% and a positive accuracy of 88.178% have been achieved by this approach to semantic classification of multi-dialectal Arabic. The source code and the data set are provided on GitHub at https://github.com/therishel/ArabLeader.
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Keyword:
Data Science; Deep Neural Network; Dialectal Arabic; Latent Semantic Analysis; Natural Language Processing
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URL: https://aquila.usm.edu/dissertations/1892
https://aquila.usm.edu/cgi/viewcontent.cgi?article=3004&context=dissertations
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| 9 |
La poésie féminine (təbṛâˤ) : en quelques mots
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In: Tebraâ. La poésie féminine hassanie ; https://halshs.archives-ouvertes.fr/halshs-03087979 ; Rahal Boubrik. Tebraâ. La poésie féminine hassanie, Académie du Royaume du Maroc, pp.13-32, 2020, 978-9920-685-08-5 (2020)
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La poésie féminine (təbṛâˤ) : en quelques mots
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In: Tebraâ. La poésie féminine hassanie ; https://halshs.archives-ouvertes.fr/halshs-03087979 ; Rahal Boubrik. Tebraâ. La poésie féminine hassanie, Académie du Royaume du Maroc, pp.13-32, 2020, 978-9920-685-08-5 (2020)
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| 11 |
Diglossic switching in Oran: Penetration of Classical Arabic into daily speech
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In: Al-Andalus Magreb 25 (2018) 37-59 (2020)
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Automatic identification methods on a corpus of twenty five fine-grained Arabic dialects
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In: Arabic Language Processing: From Theory to Practice7th International Conference, ICALP 2019, Nancy, France, October 16–17, 2019, Proceedings ; https://hal.archives-ouvertes.fr/hal-02314245 ; Arabic Language Processing: From Theory to Practice 7th International Conference, ICALP 2019, Nancy, France, October 16–17, 2019, Proceedings, Communications in Computer and Information Science book series (CCIS, volume 1108), 2019, ⟨10.1007/978-3-030-32959-4_6⟩ (2019)
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| 13 |
Les oraisons funèbres en ḥassāniyya : une (petite) nouveauté
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In: Bulletin de la Société Suisse Moyen-Orient et Civilisation Islamique ; https://halshs.archives-ouvertes.fr/halshs-03087864 ; Bulletin de la Société Suisse Moyen-Orient et Civilisation Islamique, 2019, Mauretanien / La Mauritanie, 47 (Hebst / Automne 2018), pp.7-12 (2019)
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| 14 |
Le français et l’acquisition transethnique spontanée (crossing) de l’arabe parmi des adolescents à Lille ...
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| 15 |
Les oraisons funèbres en ḥassāniyya : une (petite) nouveauté
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In: Bulletin de la Société Suisse Moyen-Orient et Civilisation Islamique ; https://halshs.archives-ouvertes.fr/halshs-03087864 ; Bulletin de la Société Suisse Moyen-Orient et Civilisation Islamique, 2019, Mauretanien / La Mauritanie, 47 (Hebst / Automne 2018), pp.7-12 (2019)
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| 16 |
Creating Parallel Arabic Dialect Corpus: Pitfalls to Avoid
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In: 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING) ; https://hal.archives-ouvertes.fr/hal-01557405 ; 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING), Apr 2017, Budapest, Hungary (2017)
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La classification des parlers bédouins du Maghreb : revisiter le classement traditionnel
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In: Tunisian and Libyan Arabic Dialects: Common Trends - Recent Developments - Diachronic Aspects ; https://halshs.archives-ouvertes.fr/halshs-01809552 ; V. Ritt-Benmimoun Tunisian and Libyan Arabic Dialects: Common Trends - Recent Developments - Diachronic Aspects, Prensas de la Universidad de Zaragoza, pp.15-42, 2017, ESTUDIOS DE DIALECTOLOGÍA ÁRABE, 978-84-16933-98-3 ; http://puz.unizar.es/detalle/1847/Tunisian+and+Libyan+Arabic+Dialects%3A+Common+Trends+_+Recent+developments+_+Diachronic+Aspects-0.html (2017)
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| 18 |
La classification des parlers bédouins du Maghreb : revisiter le classement traditionnel
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In: Tunisian and Libyan Arabic Dialects: Common Trends - Recent Developments - Diachronic Aspects ; https://halshs.archives-ouvertes.fr/halshs-01809552 ; V. Ritt-Benmimoun Tunisian and Libyan Arabic Dialects: Common Trends - Recent Developments - Diachronic Aspects, Prensas de la Universidad de Zaragoza, pp.15-42, 2017, ESTUDIOS DE DIALECTOLOGÍA ÁRABE, 978-84-16933-98-3 ; http://puz.unizar.es/detalle/1847/Tunisian+and+Libyan+Arabic+Dialects%3A+Common+Trends+_+Recent+developments+_+Diachronic+Aspects-0.html (2017)
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| 19 |
Vocabulario pesquero del norte de Marruecos. Una encrucijada mediterránea ; Fishing lexicon of Northern Morocco. A Mediterranean crossroads
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In: Dialectologia: revista electrònica; 2017: Núm: 18; p. 73-94 (2017)
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| 20 |
Language Contact in the Sahara
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In: https://halshs.archives-ouvertes.fr/halshs-01376150 ; 2016, ⟨10.1093/acrefore/9780199384655.013.141⟩ (2016)
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