Modern Standard Arabic 3
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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). -
Alif and Hamza Alif) Is One of the Simplest Letters of the Alphabet
’alif and hamza alif) is one of the simplest letters of the alphabet. Its isolated form is simply a vertical’) ﺍ stroke, written from top to bottom. In its final position it is written as the same vertical stroke, but joined at the base to the preceding letter. Because of this connecting line – and this is very important – it is written from bottom to top instead of top to bottom. Practise these to get the feel of the direction of the stroke. The letter 'alif is one of a number of non-connecting letters. This means that it is never connected to the letter that comes after it. Non-connecting letters therefore have no initial or medial forms. They can appear in only two ways: isolated or final, meaning connected to the preceding letter. Reminder about pronunciation The letter 'alif represents the long vowel aa. Usually this vowel sounds like a lengthened version of the a in pat. In some positions, however (we will explain this later), it sounds more like the a in father. One of the most important functions of 'alif is not as an independent sound but as the You can look back at what we said about .(ﺀ) carrier, or a ‘bearer’, of another letter: hamza hamza. Later we will discuss hamza in more detail. Here we will go through one of the most common uses of hamza: its combination with 'alif at the beginning or a word. One of the rules of the Arabic language is that no word can begin with a vowel. Many Arabic words may sound to the beginner as though they start with a vowel, but in fact they begin with a glottal stop: that little catch in the voice that is represented by hamza. -
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). -
Word Stress and Vowel Neutralization in Modern Standard Arabic
Word Stress and Vowel Neutralization in Modern Standard Arabic Jack Halpern (春遍雀來) The CJK Dictionary Institute (日中韓辭典研究所) 34-14, 2-chome, Tohoku, Niiza-shi, Saitama 352-0001, Japan [email protected] rules differ somewhat from those used in liturgi- Abstract cal Arabic. Word stress in Modern Standard Arabic is of Arabic word stress and vowel neutralization great importance to language learners, while rules have been the object of various studies, precise stress rules can help enhance Arabic such as Janssens (1972), Mitchell (1990) and speech technology applications. Though Ara- Ryding (2005). Though some grammar books bic word stress and vowel neutralization rules offer stress rules that appear short and simple, have been the object of various studies, the lit- erature is sometimes inaccurate or contradic- upon careful examination they turn out to be in- tory. Most Arabic grammar books give stress complete, ambiguous or inaccurate. Moreover, rules that are inadequate or incomplete, while the linguistic literature often contains inaccura- vowel neutralization is hardly mentioned. The cies, partially because little or no distinction is aim of this paper is to present stress and neu- made between MSA and liturgical Arabic, or tralization rules that are both linguistically ac- because the rules are based on Egyptian-accented curate and pedagogically useful based on how MSA (Mitchell, 1990), which differs from stan- spoken MSA is actually pronounced. dard MSA in important ways. 1 Introduction Arabic stress and neutralization rules are wor- Word stress in both Modern Standard Arabic thy of serious investigation. Other than being of (MSA) and the dialects is non-phonemic. -
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. -
Mpub10110094.Pdf
An Introduction to Chaghatay: A Graded Textbook for Reading Central Asian Sources Eric Schluessel Copyright © 2018 by Eric Schluessel Some rights reserved This work is licensed under the Creative Commons Attribution-NonCommercial- NoDerivatives 4.0 International License. To view a copy of this license, visit http:// creativecommons.org/licenses/by-nc-nd/4.0/ or send a letter to Creative Commons, PO Box 1866, Mountain View, California, 94042, USA. Published in the United States of America by Michigan Publishing Manufactured in the United States of America DOI: 10.3998/mpub.10110094 ISBN 978-1-60785-495-1 (paper) ISBN 978-1-60785-496-8 (e-book) An imprint of Michigan Publishing, Maize Books serves the publishing needs of the University of Michigan community by making high-quality scholarship widely available in print and online. It represents a new model for authors seeking to share their work within and beyond the academy, offering streamlined selection, production, and distribution processes. Maize Books is intended as a complement to more formal modes of publication in a wide range of disciplinary areas. http://www.maizebooks.org Cover Illustration: "Islamic Calligraphy in the Nasta`liq style." (Credit: Wellcome Collection, https://wellcomecollection.org/works/chengwfg/, licensed under CC BY 4.0) Contents Acknowledgments v Introduction vi How to Read the Alphabet xi 1 Basic Word Order and Copular Sentences 1 2 Existence 6 3 Plural, Palatal Harmony, and Case Endings 12 4 People and Questions 20 5 The Present-Future Tense 27 6 Possessive -
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. -
Accordance Fonts(November 2010)
Accordance Fonts (November 2010) Contents Installing the Fonts . 2. OS X Font Display in Accordance and above . 2. Font Display in Other OS X Applications . 3. Converting to Unicode . 4. Other Font Tips . 4. Helena Greek Font . 5. Additional Character Positions for Helena . 5. Helena Greek Font . 6. Yehudit Hebrew Font . 7. Table of Hebrew Vowels and Other Characters . 7. Yehudit Hebrew Font . 8. Notes on Yehudit Keyboard . 9. Table of Diacritical Characters(not used in the Hebrew Bible) . 9. Table of Accents (Cantillation Marks, Te‘amim) — see notes at end . 9. Notes on the Accent Table . 1. 2 Peshitta Syriac Font . 1. 3 Characters in non-standard positions . 1. 3 Peshitta Syriac Font . 1. 4 Syriac vowels, other diacriticals, and punctuation: . 1. 5 Rosetta Transliteration Font . 1. 6 Character Positions for Rosetta: . 1. 6 Sylvanus Uncial/Coptic Font . 1. 8 Sylvanus Uncial Font . 1. 9 MSS Font for Manuscript Citation . 2. 1 MSS Manuscript Font . 2. 2 Salaam Arabic Font . 2. 4 Characters in non-standard positions . 2. 4 Salaam Arabic Font . 2. 5 Arabic vowels and other diacriticals: . 2. 6 Page 1 Accordance Fonts OS X font Seven fonts are supplied for use with Accordance: Helena for Greek, Yehudit for Hebrew, Peshitta for Syriac, Rosetta for files transliteration characters, Sylvanus for uncial manuscripts, and Salaam for Arabic . An additional MSS font is used for manuscript citations . Once installed, the fonts are also available to any other program such as a word processor . These fonts each include special accents and other characters which occur in various overstrike positions for different characters . -
Middle East-I 9 Modern and Liturgical Scripts
The Unicode® Standard Version 13.0 – 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. © 2020 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 the Unicode Consortium. — Version 13.0. Includes index. ISBN 978-1-936213-26-9 (http://www.unicode.org/versions/Unicode13.0.0/) 1.