Cultural and Linguistic Guidelines for Language Evaluation of Arab-American
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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). -
Christians and Jews in Muslim Societies
Arabic and its Alternatives Christians and Jews in Muslim Societies Editorial Board Phillip Ackerman-Lieberman (Vanderbilt University, Nashville, USA) Bernard Heyberger (EHESS, Paris, France) VOLUME 5 The titles published in this series are listed at brill.com/cjms Arabic and its Alternatives Religious Minorities and Their Languages in the Emerging Nation States of the Middle East (1920–1950) Edited by Heleen Murre-van den Berg Karène Sanchez Summerer Tijmen C. Baarda LEIDEN | BOSTON Cover illustration: Assyrian School of Mosul, 1920s–1930s; courtesy Dr. Robin Beth Shamuel, Iraq. This is an open access title distributed under the terms of the CC BY-NC 4.0 license, which permits any non-commercial use, distribution, and reproduction in any medium, provided no alterations are made and the original author(s) and source are credited. Further information and the complete license text can be found at https://creativecommons.org/licenses/by-nc/4.0/ The terms of the CC license apply only to the original material. The use of material from other sources (indicated by a reference) such as diagrams, illustrations, photos and text samples may require further permission from the respective copyright holder. Library of Congress Cataloging-in-Publication Data Names: Murre-van den Berg, H. L. (Hendrika Lena), 1964– illustrator. | Sanchez-Summerer, Karene, editor. | Baarda, Tijmen C., editor. Title: Arabic and its alternatives : religious minorities and their languages in the emerging nation states of the Middle East (1920–1950) / edited by Heleen Murre-van den Berg, Karène Sanchez, Tijmen C. Baarda. Description: Leiden ; Boston : Brill, 2020. | Series: Christians and Jews in Muslim societies, 2212–5523 ; vol. -
Different Dialects of Arabic Language
e-ISSN : 2347 - 9671, p- ISSN : 2349 - 0187 EPRA International Journal of Economic and Business Review Vol - 3, Issue- 9, September 2015 Inno Space (SJIF) Impact Factor : 4.618(Morocco) ISI Impact Factor : 1.259 (Dubai, UAE) DIFFERENT DIALECTS OF ARABIC LANGUAGE ABSTRACT ifferent dialects of Arabic language have been an Dattraction of students of linguistics. Many studies have 1 Ali Akbar.P been done in this regard. Arabic language is one of the fastest growing languages in the world. It is the mother tongue of 420 million in people 1 Research scholar, across the world. And it is the official language of 23 countries spread Department of Arabic, over Asia and Africa. Arabic has gained the status of world languages Farook College, recognized by the UN. The economic significance of the region where Calicut, Kerala, Arabic is being spoken makes the language more acceptable in the India world political and economical arena. The geopolitical significance of the region and its language cannot be ignored by the economic super powers and political stakeholders. KEY WORDS: Arabic, Dialect, Moroccan, Egyptian, Gulf, Kabael, world economy, super powers INTRODUCTION DISCUSSION The importance of Arabic language has been Within the non-Gulf Arabic varieties, the largest multiplied with the emergence of globalization process in difference is between the non-Egyptian North African the nineties of the last century thank to the oil reservoirs dialects and the others. Moroccan Arabic in particular is in the region, because petrol plays an important role in nearly incomprehensible to Arabic speakers east of Algeria. propelling world economy and politics. -
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. -
Possessive Constructions in Najdi Arabic
Possessive Constructions in Najdi Arabic Eisa Sneitan Alrasheedi A thesis submitted to the Faculty of Humanities, Arts and Social Sciences in partial fulfilment of the requirements for the degree of Doctor of Philosophy in Theoretical Linguistics School of English Literature, Language and Linguistics Newcastle University July, 2019 ii Abstract This thesis investigates the syntax of possession and agreement in Najdi Arabic (NA, henceforth) with a particular focus on the possession expressed at the level of the DP (Determiner Phrase). Using the main assumptions of the Minimalist Program (Chomsky 1995, and subsequent work) and adopting Abney’s (1987) DP-hypothesis, this thesis shows that the various agreement patterns within the NA DP can be accounted for with the use of a probe/goal agreement operation (Chomsky 2000, 2001). Chapter two discusses the syntax of ‘synthetic’ possession in NA. Possession in NA, like other Arabic varieties, can be expressed synthetically using a Construct State (CS), e.g. kitaab al- walad (book the-boy) ‘the boy’s book’. Drawing on the (extensive) literature on the CS, I summarise its main characteristics and the different proposals for its derivation. However, the main focus of this chapter is on a lesser-investigated aspect of synthetic possession – that is, possessive suffixes, the so-called pronominal possessors, as in kitaab-ah (book-his) ‘his book’. Building on a previous analysis put forward by Shlonsky (1997), this study argues (contra Fassi Fehri 1993), that possessive suffixes should not be analysed as bound pronouns but rather as an agreement inflectional suffix (à la Shlonsky 1997), where the latter is derived by Agree between the Poss(essive) head and the null pronoun within NP. -
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). -
The Syrian Orthodox Church and Its Ancient Aramaic Heritage, I-Iii (Rome, 2001)
Hugoye: Journal of Syriac Studies 5:1, 63-112 © 2002 by Beth Mardutho: The Syriac Institute SOME BASIC ANNOTATION TO THE HIDDEN PEARL: THE SYRIAN ORTHODOX CHURCH AND ITS ANCIENT ARAMAIC HERITAGE, I-III (ROME, 2001) SEBASTIAN P. BROCK UNIVERSITY OF OXFORD [1] The three volumes, entitled The Hidden Pearl. The Syrian Orthodox Church and its Ancient Aramaic Heritage, published by TransWorld Film Italia in 2001, were commisioned to accompany three documentaries. The connecting thread throughout the three millennia that are covered is the Aramaic language with its various dialects, though the emphasis is always on the users of the language, rather than the language itself. Since the documentaries were commissioned by the Syrian Orthodox community, part of the third volume focuses on developments specific to them, but elsewhere the aim has been to be inclusive, not only of the other Syriac Churches, but also of other communities using Aramaic, both in the past and, to some extent at least, in the present. [2] The volumes were written with a non-specialist audience in mind and so there are no footnotes; since, however, some of the inscriptions and manuscripts etc. which are referred to may not always be readily identifiable to scholars, the opportunity has been taken to benefit from the hospitality of Hugoye in order to provide some basic annotation, in addition to the section “For Further Reading” at the end of each volume. Needless to say, in providing this annotation no attempt has been made to provide a proper 63 64 Sebastian P. Brock bibliography to all the different topics covered; rather, the aim is simply to provide specific references for some of the more obscure items. -
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 -
Phonetics and Phonology Paradox in Levantine Arabic: an Analytical Evaluation of Arabic Geminates’ Hypocrisy
ISSN 1799-2591 Theory and Practice in Language Studies, Vol. 9, No. 7, pp. 854-864, July 2019 DOI: http://dx.doi.org/10.17507/tpls.0907.16 Phonetics and Phonology Paradox in Levantine Arabic: An Analytical Evaluation of Arabic Geminates’ Hypocrisy Ahmad Mahmoud Saidat Department of English Language and Literature, Al-Hussein Bin Talal University, Jordan Jamal A. Khlifat Department of Linguistics, University of Colorado, Boulder, USA Abstract—This paper explores the phonetic and phonological paradox between two categories of Levantine- Arabic long consonants—known as geminates by looking closely at the hypocrite Arabic geminates. Hypocrite geminates are phonetically long segments in a sequence that are not contrastive. The paper seeks to demonstrate that Arabic geminates can be classified into two categories—true vs. fake geminates—based on the phonological process of inseparability and the Obligatory Contour Principle (OCP). Thirty Levantine Arabic speakers have taken part in this case study. Fifteen participants were asked to utter a group of stimuli where the two types of geminates interact with the surrounding phonological environment. The other fifteen participants were recorded while reading target word lists that contained geminate consonants and medial singleton preceded by short and long consonants and engaging in naturalistic conversations. Auditory and acoustic analyses of long consonants were made. Results from the word lists indicated that while Arabic true geminates embrace the phonological process of inseparability, Arabic fake geminates do not. The case study also shows that the OCP seems to bridge the contradiction between these two categories of Arabic geminates. Index Terms—Arabic geminates, epenthesis, inseparability, obligatory contour principle, CV phonology I. -
Writing Arabizi: Orthographic Variation in Romanized
WRITING ARABIZI: ORTHOGRAPHIC VARIATION IN ROMANIZED LEBANESE ARABIC ON TWITTER ! ! ! ! Natalie!Sullivan! ! ! ! TC!660H!! Plan!II!Honors!Program! The!University!of!Texas!at!Austin! ! ! ! ! May!4,!2017! ! ! ! ! ! ! ! _______________________________________________________! Barbara!Bullock,!Ph.D.! Department!of!French!&!Italian! Supervising!Professor! ! ! ! ! _______________________________________________________! John!Huehnergard,!Ph.D.! Department!of!Middle!Eastern!Studies! Second!Reader!! ii ABSTRACT Author: Natalie Sullivan Title: Writing Arabizi: Orthographic Variation in Romanized Lebanese Arabic on Twitter Supervising Professors: Dr. Barbara Bullock, Dr. John Huehnergard How does technology influence the script in which a language is written? Over the past few decades, a new form of writing has emerged across the Arab world. Known as Arabizi, it is a type of Romanized Arabic that uses Latin characters instead of Arabic script. It is mainly used by youth in technology-related contexts such as social media and texting, and has made many older Arabic speakers fear that more standard forms of Arabic may be in danger because of its use. Prior work on Arabizi suggests that although it is used frequently on social media, its orthography is not yet standardized (Palfreyman and Khalil, 2003; Abdel-Ghaffar et al., 2011). Therefore, this thesis aimed to examine orthographic variation in Romanized Lebanese Arabic, which has rarely been studied as a Romanized dialect. It was interested in how often Arabizi is used on Twitter in Lebanon and the extent of its orthographic variation. Using Twitter data collected from Beirut, tweets were analyzed to discover the most common orthographic variants in Arabizi for each Arabic letter, as well as the overall rate of Arabizi use. Results show that Arabizi was not used as frequently as hypothesized on Twitter, probably because of its low prestige and increased globalization. -
00. the Realization of Negation in the Syrian Arabic Clause, Phrase, And
The realization of negation in the Syrian Arabic clause, phrase, and word Isa Wayne Murphy M.Phil in Applied Linguistics Trinity College Dublin 2014 Supervisor: Dr. Brian Nolan Declaration I declare that this dissertation has not been submitted as an exercise for a degree at this or any other university and that it is entirely my own work. I agree that the Library may lend or copy this dissertation on request. Signed: Date: 2 Abstract The realization of negation in the Syrian Arabic clause, phrase, and word Isa Wayne Murphy Syrian Arabic realizes negation in broadly the same way as other dialects of Arabic, but it does so utilizing varied and at times unique means. This dissertation provides a Role and Reference Grammar account of the full spectrum of lexical, morphological, and analytical means employed by Syrian Arabic to encode negation on the layered structures of the verb, the clause, the noun, and the noun phrase. The scope negation takes within the LSC and the LSNP is identified and illustrated. The study found that Syrian Arabic employs separate negative particles to encode wide-scope negation on clauses and narrow-scope negation on constituents, and utilizes varied and interesting means to express emphatic negation. It also found that while Syrian Arabic belongs in most respects to the broader Levantine family of Arabic dialects, its negation strategy is more closely aligned with the Arabic dialects of Iraq and the Arab Gulf states. 3 Table of Contents DECLARATION......................................................................................................................... -
Corpus Study of Tense, Aspect, and Modality in Diglossic Speech in Cairene Arabic
CORPUS STUDY OF TENSE, ASPECT, AND MODALITY IN DIGLOSSIC SPEECH IN CAIRENE ARABIC BY OLA AHMED MOSHREF DISSERTATION Submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy in Linguistics in the Graduate College of the University of Illinois at Urbana-Champaign, 2012 Urbana, Illinois Doctoral Committee: Professor Elabbas Benmamoun, Chair Professor Eyamba Bokamba Professor Rakesh M. Bhatt Assistant Professor Marina Terkourafi ABSTRACT Morpho-syntactic features of Modern Standard Arabic mix intricately with those of Egyptian Colloquial Arabic in ordinary speech. I study the lexical, phonological and syntactic features of verb phrase morphemes and constituents in different tenses, aspects, moods. A corpus of over 3000 phrases was collected from religious, political/economic and sports interviews on four Egyptian satellite TV channels. The computational analysis of the data shows that systematic and content morphemes from both varieties of Arabic combine in principled ways. Syntactic considerations play a critical role with regard to the frequency and direction of code-switching between the negative marker, subject, or complement on one hand and the verb on the other. Morph-syntactic constraints regulate different types of discourse but more formal topics may exhibit more mixing between Colloquial aspect or future markers and Standard verbs. ii To the One Arab Dream that will come true inshaa’ Allah! عربية أنا.. أميت دمها خري الدماء.. كما يقول أيب الشاعر العراقي: بدر شاكر السياب Arab I am.. My nation’s blood is the finest.. As my father says Iraqi Poet: Badr Shaker Elsayyab iii ACKNOWLEDGMENTS I’m sincerely thankful to my advisor Prof. Elabbas Benmamoun, who during the six years of my study at UIUC was always kind, caring and supportive on the personal and academic levels.