Proposal for Encoding the Combining Diacritic Arabic Wasla
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Automatic Identification of Arabic Language Varieties and Dialects in Social Media
Automatic Identification of Arabic Language Varieties and Dialects in Social Media Fatiha Sadat Farnazeh Kazemi Atefeh Farzindar University of Quebec in NLP Technologies Inc. NLP Technologies Inc. Montreal, 201 President Ken- 52 Le Royer Street W., 52 Le Royer Street W., nedy, Montreal, QC, Canada Montreal, QC, Canada Montreal, QC, Canada [email protected] [email protected] [email protected] Abstract Modern Standard Arabic (MSA) is the formal language in most Arabic countries. Arabic Dia- lects (AD) or daily language differs from MSA especially in social media communication. However, most Arabic social media texts have mixed forms and many variations especially be- tween MSA and AD. This paper aims to bridge the gap between MSA and AD by providing a framework for AD classification using probabilistic models across social media datasets. We present a set of experiments using the character n-gram Markov language model and Naive Bayes classifiers with detailed examination of what models perform best under different condi- tions in social media context. Experimental results show that Naive Bayes classifier based on character bi-gram model can identify the 18 different Arabic dialects with a considerable over- all accuracy of 98%. 1 Introduction Arabic is a morphologically rich and complex language, which presents significant challenges for nat- ural language processing and its applications. It is the official language in 22 countries spoken by more than 350 million people around the world1. Moreover, the Arabic language exists in a state of diglossia where the standard form of the language, Modern Standard Arabic (MSA) and the regional dialects (AD) live side-by-side and are closely related (Elfardy and Diab, 2013). -
Amir HARRAK, Syriac and Garshuni Inscriptions of Iraq
Syria Archéologie, art et histoire 89 | 2012 Varia Amir HARRAK, Syriac and Garshuni Inscriptions of Iraq Lucas Van Rompay Electronic version URL: http://journals.openedition.org/syria/1110 DOI: 10.4000/syria.1110 ISSN: 2076-8435 Publisher IFPO - Institut français du Proche-Orient Printed version Date of publication: 1 January 2012 Number of pages: 448-451 ISBN: 9782351591963 ISSN: 0039-7946 Electronic reference Lucas Van Rompay, « Amir HARRAK, Syriac and Garshuni Inscriptions of Iraq », Syria [Online], 89 | 2012, Online since 01 July 2016, connection on 24 September 2020. URL : http://journals.openedition.org/ syria/1110 ; DOI : https://doi.org/10.4000/syria.1110 © Presses IFPO 448 RECENSIONS Syria 89 (2012) des divers ateliers et des différentes phases, en mosaïstes, dont la provenance locale ou itinérante et fonction des mortiers, des supports, des couleurs et étrangère reste en question. des matériaux. Quelques motifs singuliers pourraient Après la traduction turque de la synthèse, sont même représenter la « signature » d’un artiste ou présentés des addenda. d’une équipe (p. 142). Dans ce premier ouvrage du Corpus des mosaïques Avant d’en venir à un essai de chronologie du de Turquie, d’une indéniable réussite, une question bâtiment, l’A. rappelle des différentes étapes et les n’est pas éclaircie : la raison pour laquelle le livre a apports du programme récent de restauration. La été rédigé en anglais par l’auteur de langue française chronologie du complexe (p. 144) ne repose ni sur et l’on se demande si c’est un parti pris qui sera adopté des inscriptions, ni sur des monnaies ou des textes pour tous les volumes suivants. -
Kiraz 2019 a Functional Approach to Garshunography
Intellectual History of the Islamicate World 7 (2019) 264–277 brill.com/ihiw A Functional Approach to Garshunography A Case Study of Syro-X and X-Syriac Writing Systems George A. Kiraz Institute for Advanced Study, Princeton and Beth Mardutho: The Syriac Institute, Piscataway [email protected] Abstract It is argued here that functionalism lies at the heart of garshunographic writing systems (where one language is written in a script that is sociolinguistically associated with another language). Giving historical accounts of such systems that began as early as the eighth century, it will be demonstrated that garshunographic systems grew organ- ically because of necessity and that they offered a certain degree of simplicity rather than complexity.While the paper discusses mostly Syriac-based systems, its arguments can probably be expanded to other garshunographic systems. Keywords Garshuni – garshunography – allography – writing systems It has long been suggested that cultural identity may have been the cause for the emergence of Garshuni systems. (In the strictest sense of the term, ‘Garshuni’ refers to Arabic texts written in the Syriac script but the term’s semantics were drastically extended to other systems, sometimes ones that have little to do with Syriac—for which see below.) This paper argues for an alterna- tive origin, one that is rooted in functional theory. At its most fundamental level, Garshuni—as a system—is nothing but a tool and as such it ought to be understood with respect to the function it performs. To achieve this, one must take into consideration the social contexts—plural, as there are many—under which each Garshuni system appeared. -
Saudi Dialects: Are They Endangered?
Academic Research Publishing Group English Literature and Language Review ISSN(e): 2412-1703, ISSN(p): 2413-8827 Vol. 2, No. 12, pp: 131-141, 2016 URL: http://arpgweb.com/?ic=journal&journal=9&info=aims Saudi Dialects: Are They Endangered? Salih Alzahrani Taif University, Saudi Arabia Abstract: Krauss, among others, claims that languages will face death in the coming centuries (Krauss, 1992). Austin (2010a) lists 7,000 languages as existing and spoken in the world today. Krauss estimates that this figure could come down to 600. That is, most the world's languages are endangered. Therefore, an endangered language is a language that loses her speakers within a few generations. According to Dorian (1981), there is what is called ―tip‖ in language endangerment. He argues that a language's decline can start slowly but suddenly goes through a rapid decline towards the extinction. Thus, languages must be protected at much earlier stage. Arabic dialects such as Zahrani Spoken Arabic (ZSA), and Faifi Spoken Arabic (henceforth, FSA), which are spoken in the southern region of Saudi Arabia, have not been studied, yet. Few people speak these dialects, among many other dialects in the same region. However, the problem is that most these dialects' native speakers are moving to other regions in Saudi Arabia where they use other different dialects. Therefore, are these dialects endangered? What other factors may cause its endangerment? Have they been documented before? What shall we do? This paper discusses three main different points regarding this issue: language and endangerment, languages documentation and description and Arabic language and its family, giving a brief history of Saudi dialects comparing their situation with the whole existing dialects. -
A Comprehensive NLP System for Modern Standard Arabic and Modern Hebrew
A Comprehensive NLP System for Modern Standard Arabic and Modern Hebrew Morphological analysis, lemmatization, vocalization, disambiguation and text-to-speech Dror Kamir Naama Soreq Yoni Neeman Melingo Ltd. Melingo Ltd. Melingo Ltd. 16 Totseret Haaretz st. 16 Totseret Haaretz st. 16 Totseret Haaretz st. Tel-Aviv, Israel Tel-Aviv, Israel Tel-Aviv, Israel [email protected] [email protected] [email protected] Abstract 1 Introduction This paper presents a comprehensive NLP sys- 1.1 The common Semitic basis from an NLP tem by Melingo that has been recently developed standpoint for Arabic, based on MorfixTM – an operational formerly developed highly successful comprehen- Modern Standard Arabic (MSA) and Modern Hebrew (MH) share the basic Semitic traits: rich sive Hebrew NLP system. morphology, based on consonantal roots (Jiðr / The system discussed includes modules for Šoreš)1, which depends on vowel changes and in morphological analysis, context sensitive lemmati- some cases consonantal insertions and deletions to zation, vocalization, text-to-phoneme conversion, create inflections and derivations.2 and syntactic-analysis-based prosody (intonation) For example, in MSA: the consonantal root model. It is employed in applications such as full /ktb/ combined with the vocalic pattern CaCaCa text search, information retrieval, text categoriza- derives the verb kataba ‘to write’. This derivation tion, textual data mining, online contextual dic- is further inflected into forms that indicate seman- tionaries, filtering, and text-to-speech applications tic features, such as number, gender, tense etc.: katab-tu ‘I wrote’, katab-ta ‘you (sing. masc.) in the fields of telephony and accessibility and wrote’, katab-ti ‘you (sing. fem.) wrote, ?a-ktubu could serve as a handy accessory for non-fluent ‘I write/will write’, etc. -
Classical and Modern Standard Arabic Marijn Van Putten University of Leiden
Chapter 3 Classical and Modern Standard Arabic Marijn van Putten University of Leiden The highly archaic Classical Arabic language and its modern iteration Modern Standard Arabic must to a large extent be seen as highly artificial archaizing reg- isters that are the High variety of a diglossic situation. The contact phenomena found in Classical Arabic and Modern Standard Arabic are therefore often the re- sult of imposition. Cases of borrowing are significantly rarer, and mainly found in the lexical sphere of the language. 1 Current state and historical development Classical Arabic (CA) is the highly archaic variety of Arabic that, after its cod- ification by the Arab Grammarians around the beginning of the ninth century, becomes the most dominant written register of Arabic. While forms of Middle Arabic, a style somewhat intermediate between CA and spoken dialects, gain some traction in the Middle Ages, CA remains the most important written regis- ter for official, religious and scientific purposes. From the moment of CA’s rise to dominance as a written language, the whole of the Arabic-speaking world can be thought of as having transitioned into a state of diglossia (Ferguson 1959; 1996), where CA takes up the High register and the spoken dialects the Low register.1 Representation in writing of these spoken dia- lects is (almost) completely absent in the written record for much of the Middle Ages. Eventually, CA came to be largely replaced for administrative purposes by Ottoman Turkish, and at the beginning of the nineteenth century, it was function- ally limited to religious domains (Glaß 2011: 836). -
Arabic and Contact-Induced Change Christopher Lucas, Stefano Manfredi
Arabic and Contact-Induced Change Christopher Lucas, Stefano Manfredi To cite this version: Christopher Lucas, Stefano Manfredi. Arabic and Contact-Induced Change. 2020. halshs-03094950 HAL Id: halshs-03094950 https://halshs.archives-ouvertes.fr/halshs-03094950 Submitted on 15 Jan 2021 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. Arabic and contact-induced change Edited by Christopher Lucas Stefano Manfredi language Contact and Multilingualism 1 science press Contact and Multilingualism Editors: Isabelle Léglise (CNRS SeDyL), Stefano Manfredi (CNRS SeDyL) In this series: 1. Lucas, Christopher & Stefano Manfredi (eds.). Arabic and contact-induced change. Arabic and contact-induced change Edited by Christopher Lucas Stefano Manfredi language science press Lucas, Christopher & Stefano Manfredi (eds.). 2020. Arabic and contact-induced change (Contact and Multilingualism 1). Berlin: Language Science Press. This title can be downloaded at: http://langsci-press.org/catalog/book/235 © 2020, the authors Published under the Creative Commons Attribution -
The Arabic Language: a Latin of Modernity? Tomasz Kamusella University of St Andrews
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by St Andrews Research Repository Journal of Nationalism, Memory & Language Politics Volume 11 Issue 2 DOI 10.1515/jnmlp-2017-0006 The Arabic Language: A Latin of Modernity? Tomasz Kamusella University of St Andrews Abstract Standard Arabic is directly derived from the language of the Quran. The Ara- bic language of the holy book of Islam is seen as the prescriptive benchmark of correctness for the use and standardization of Arabic. As such, this standard language is removed from the vernaculars over a millennium years, which Arabic-speakers employ nowadays in everyday life. Furthermore, standard Arabic is used for written purposes but very rarely spoken, which implies that there are no native speakers of this language. As a result, no speech com- munity of standard Arabic exists. Depending on the region or state, Arabs (understood here as Arabic speakers) belong to over 20 different vernacular speech communities centered around Arabic dialects. This feature is unique among the so-called “large languages” of the modern world. However, from a historical perspective, it can be likened to the functioning of Latin as the sole (written) language in Western Europe until the Reformation and in Central Europe until the mid-19th century. After the seventh to ninth century, there was no Latin-speaking community, while in day-to-day life, people who em- ployed Latin for written use spoke vernaculars. Afterward these vernaculars replaced Latin in written use also, so that now each recognized European lan- guage corresponds to a speech community. -
The Unicode Standard, Version 6.2 Copyright © 1991–2012 Unicode, Inc
The Unicode Standard Version 6.2 – Core Specification To learn about the latest version of the Unicode Standard, see http://www.unicode.org/versions/latest/. Many of the designations used by manufacturers and sellers to distinguish their products are claimed as trademarks. Where those designations appear in this book, and the publisher was aware of a trade- mark claim, the designations have been printed with initial capital letters or in all capitals. Unicode and the Unicode Logo are registered trademarks of Unicode, Inc., in the United States and other countries. The authors and publisher have taken care in the preparation of this specification, but make no expressed or implied warranty of any kind and assume no responsibility for errors or omissions. No liability is assumed for incidental or consequential damages in connection with or arising out of the use of the information or programs contained herein. The Unicode Character Database and other files are provided as-is by Unicode, Inc. No claims are made as to fitness for any particular purpose. No warranties of any kind are expressed or implied. The recipient agrees to determine applicability of information provided. Copyright © 1991–2012 Unicode, Inc. All rights reserved. This publication is protected by copyright, and permission must be obtained from the publisher prior to any prohibited reproduction. For information regarding permissions, inquire at http://www.unicode.org/reporting.html. For information about the Unicode terms of use, please see http://www.unicode.org/copyright.html. The Unicode Standard / the Unicode Consortium ; edited by Julie D. Allen ... [et al.]. — Version 6.2. -
A Reply to the New Arabia Theory by Ahmad Al-Jallad
City University of New York (CUNY) CUNY Academic Works Publications and Research CUNY Central Office 2020 The Case for Early Arabia and Arabic Language: A Reply to the New Arabia Theory by Ahmad al-Jallad Saad D. Abulhab CUNY Central Office How does access to this work benefit ou?y Let us know! More information about this work at: https://academicworks.cuny.edu/oaa_pubs/16 Discover additional works at: https://academicworks.cuny.edu This work is made publicly available by the City University of New York (CUNY). Contact: [email protected] The Case for Early Arabia and Arabic Language: A Reply to the New Arabia Theory by Ahmad al-Jallad Saad D. Abulhab (City University of New York) April, 2020 The key aspect of my readings of the texts of ancient Near East languages stems from my evidence-backed conclusion that these languages should be classified and read as early Arabic. I will explore here this central point by replying to a new theory with an opposite understanding of early Arabia and the Arabic language, put forth by Ahmad al-Jallad, a scholar of ancient Near East languages and scripts. In a recent debate with al-Jallad, a self-described Semitic linguist, he proclaimed that exchanging the term 'Semitic' for ‘early Arabic’ or ‘early fuṣḥā’ is “simply a matter of nomenclature.”1 While his interpretation of the term Semitic sounds far more moderate than that of most Western philologists and epigraphists, it is not only fundamentally flawed and misleading, but also counterproductive. Most scholars, unfortunately, continue to misinform their students and the scholarly community by alluding to a so-called Semitic mother language, as a scientific fact. -
Religion in Language Policy, and the Survival of Syriac
California State University, San Bernardino CSUSB ScholarWorks Theses Digitization Project John M. Pfau Library 2008 Religion in language policy, and the survival of Syriac Ibrahim George Aboud Follow this and additional works at: https://scholarworks.lib.csusb.edu/etd-project Part of the Near Eastern Languages and Societies Commons Recommended Citation Aboud, Ibrahim George, "Religion in language policy, and the survival of Syriac" (2008). Theses Digitization Project. 3426. https://scholarworks.lib.csusb.edu/etd-project/3426 This Thesis is brought to you for free and open access by the John M. Pfau Library at CSUSB ScholarWorks. It has been accepted for inclusion in Theses Digitization Project by an authorized administrator of CSUSB ScholarWorks. For more information, please contact [email protected]. RELIGION IN LANGUAGE POLICY, AND THE SURVIVAL OF SYRIAC A Thesis Presented to the Faculty of California State University, San Bernardino In Partial Fulfillment of the Requirements for the Degree Master of Arts in English Composition: Teaching English as a Second Language by Ibrahim George Aboud March 2008 RELIGION IN LANGUAGE POLICY, AND THE SURVIVAL OF SYRIAC A Thesis Presented to the Faculty of California State University, San Bernardino by Ibrahim George Aboud March 2008 Approved by: 3/llW Salaam Yousif, Date Ronq Chen ABSTRACT Religious systems exert tremendous influence on shaping language policy, both in the ancient and the modern states of the Fertile Crescent. For two millennia the Syriac language was a symbol of identity among its Christian communities. Religious disputes in the Byzantine era produced not only doctrinal rivalries but also linguistic differences. Throughout the Islamic era, the Syriac language remained the language of the majority despite.Arabic hegemony. -
Arabic Samaritan Yezidi
The Unicode® Standard Version 14.0 – Core Specification To learn about the latest version of the Unicode Standard, see https://www.unicode.org/versions/latest/. Many of the designations used by manufacturers and sellers to distinguish their products are claimed as trademarks. Where those designations appear in this book, and the publisher was aware of a trade- mark claim, the designations have been printed with initial capital letters or in all capitals. Unicode and the Unicode Logo are registered trademarks of Unicode, Inc., in the United States and other countries. The authors and publisher have taken care in the preparation of this specification, but make no expressed or implied warranty of any kind and assume no responsibility for errors or omissions. No liability is assumed for incidental or consequential damages in connection with or arising out of the use of the information or programs contained herein. The Unicode Character Database and other files are provided as-is by Unicode, Inc. No claims are made as to fitness for any particular purpose. No warranties of any kind are expressed or implied. The recipient agrees to determine applicability of information provided. © 2021 Unicode, Inc. All rights reserved. This publication is protected by copyright, and permission must be obtained from the publisher prior to any prohibited reproduction. For information regarding permissions, inquire at https://www.unicode.org/reporting.html. For information about the Unicode terms of use, please see https://www.unicode.org/copyright.html. The Unicode Standard / the Unicode Consortium; edited by the Unicode Consortium. — Version 14.0. Includes index. ISBN 978-1-936213-29-0 (https://www.unicode.org/versions/Unicode14.0.0/) 1.