Dialect Transfer for L2 Arabic Learners Jozeca Lathrop
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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). -
Issues in the Syntax of Arabic
Cambridge University Press 978-0-521-65017-5 - The Syntax of Arabic Joseph E. Aoun, Elabbas Benmamoun and Lina Choueiri Excerpt More information 1 Issues in the syntax of Arabic 1.1 The Arabic language(s) Arabic belongs to the Semitic branch of the Afro-Asiatic (Hamito- Semitic) family of languages, which includes languages like Aramaic, Ethiopian, South Arabian, Syriac, and Hebrew. A number of the languages in this group are spoken in the Middle East, the Arabian Peninsula, and Africa. It has been docu- mented that Arabic spread with the Islamic conquests from the Arabian Peninsula and within a few decades, it spread over a wide territory across North Africa and the Middle East. Arabic is now spoken by more than 200 million speakers excluding bilingual speakers (Gordon 2005). Although there is a debate about the history of Arabic (including that of the Standard variety and the spoken dialects) Arabic displays some of the typical characteristics of Semitic languages: root-pattern morphology, broken plurals in nouns, emphatic and glottalized consonants, and a verbal system with prefix and suffix conjugation. 1.1.1 The development of Arabic Classical Arabic evolved from the standardization of the language of the Qur’an and poetry. This standardization became necessary at the time when Arabic became the language of an empire, with the Islamic expansion starting in the seventh century. In addition to Classical Arabic, there were regional spo- ken Arabic varieties. It is a matter of intense debate what the nature of the historical relation between Classical Arabic and the spoken dialects is (Owens 2007). -
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. -
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. -
The Status of the Least Documented Language Families in the World
Vol. 4 (2010), pp. 177-212 http://nflrc.hawaii.edu/ldc/ http://hdl.handle.net/10125/4478 The status of the least documented language families in the world Harald Hammarström Radboud Universiteit, Nijmegen and Max Planck Institute for Evolutionary Anthropology, Leipzig This paper aims to list all known language families that are not yet extinct and all of whose member languages are very poorly documented, i.e., less than a sketch grammar’s worth of data has been collected. It explains what constitutes a valid family, what amount and kinds of documentary data are sufficient, when a language is considered extinct, and more. It is hoped that the survey will be useful in setting priorities for documenta- tion fieldwork, in particular for those documentation efforts whose underlying goal is to understand linguistic diversity. 1. InTroducTIon. There are several legitimate reasons for pursuing language documen- tation (cf. Krauss 2007 for a fuller discussion).1 Perhaps the most important reason is for the benefit of the speaker community itself (see Voort 2007 for some clear examples). Another reason is that it contributes to linguistic theory: if we understand the limits and distribution of diversity of the world’s languages, we can formulate and provide evidence for statements about the nature of language (Brenzinger 2007; Hyman 2003; Evans 2009; Harrison 2007). From the latter perspective, it is especially interesting to document lan- guages that are the most divergent from ones that are well-documented—in other words, those that belong to unrelated families. I have conducted a survey of the documentation of the language families of the world, and in this paper, I will list the least-documented ones. -
Arabic Sociolinguistics: Topics in Diglossia, Gender, Identity, And
Arabic Sociolinguistics Arabic Sociolinguistics Reem Bassiouney Edinburgh University Press © Reem Bassiouney, 2009 Edinburgh University Press Ltd 22 George Square, Edinburgh Typeset in ll/13pt Ehrhardt by Servis Filmsetting Ltd, Stockport, Cheshire, and printed and bound in Great Britain by CPI Antony Rowe, Chippenham and East bourne A CIP record for this book is available from the British Library ISBN 978 0 7486 2373 0 (hardback) ISBN 978 0 7486 2374 7 (paperback) The right ofReem Bassiouney to be identified as author of this work has been asserted in accordance with the Copyright, Designs and Patents Act 1988. Contents Acknowledgements viii List of charts, maps and tables x List of abbreviations xii Conventions used in this book xiv Introduction 1 1. Diglossia and dialect groups in the Arab world 9 1.1 Diglossia 10 1.1.1 Anoverviewofthestudyofdiglossia 10 1.1.2 Theories that explain diglossia in terms oflevels 14 1.1.3 The idea ofEducated Spoken Arabic 16 1.2 Dialects/varieties in the Arab world 18 1.2. 1 The concept ofprestige as different from that ofstandard 18 1.2.2 Groups ofdialects in the Arab world 19 1.3 Conclusion 26 2. Code-switching 28 2.1 Introduction 29 2.2 Problem of terminology: code-switching and code-mixing 30 2.3 Code-switching and diglossia 31 2.4 The study of constraints on code-switching in relation to the Arab world 31 2.4. 1 Structural constraints on classic code-switching 31 2.4.2 Structural constraints on diglossic switching 42 2.5 Motivations for code-switching 59 2. -
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 -
Why Speak Quechua? : a Study of Language Attitudes Among Native Quechua Speakers In
Why Speak Quechua? : A Study of Language Attitudes among Native Quechua Speakers in Lima, Peru. A Senior Honors Thesis Presented in Partial Fulfillment of the Requirements for graduation with research distinction in Linguistics in the undergraduate colleges of The Ohio State University by Nicole Holliday The Ohio State University June 2010 Project Advisor: Professor Donald Winford, Department of Linguistics Holliday 2 I. Introduction According to the U.S. State Department, Bureau of Western Hemisphere Affairs, there are presently 3.2 million Quechua speakers in Peru, which constitute approximately 16.5% of the total Peruvian population. As a result of the existence of a numerically prominent Quechua speaking population, the language is not presently classified as endangered in Peru. The 32 documented dialects of Quechua are considered as part of both an official language of Peru and a “lingua franca” in most regions of the Andes (Sherzer & Urban 1988, Lewis 2009). While the Peruvian government is supportive of the Quechua macrolanguage, “The State promotes the study and the knowledge of indigenous languages” (Article 83 of the Constitutional Assembly of Peru qtd. inVon Gleich 1994), many believe that with the advent of new technology and heavy cultural pressure to learn Spanish, Quechua will begin to fade into obscurity, just as the languages of Aymara and Kura have “lost their potency” in many parts of South America (Amastae 1989). At this point in time, there exists a great deal of data about how Quechua is used in Peru, but there is little data about language attitudes there, and even less about how native Quechua speakers view both their own language and how it relates to the more widely- spoken Spanish. -
Integrating Dialects Into the Modern Standard Arabic
INTEGRATING DIALECTS INTO THE MODERN STANDARD ARABIC HIGH SCHOOL CLASSROOM BY BRIDGET J. HIRSCH B.A., The George Washington University, 2003 THESIS Presented to the Faculty of Concordia College, Moorhead, Minnesota in partial fulfillment of the requirements for the degree of MASTER OF EDUCATION IN WORLD LANGUAGE INSTRUCTION CONCORDIA COLLEGE MAY 2009 This thesis submitted by Bridget J. Hirsch in partial fulfillment of the requirements for the Degree of Master of Education: World Language Instruction from Concordia College has been read by the Examining Committee under whom the work has been done and is hereby approved. As the Committee Chairperson, I hereby certify that this thesis is complete and satisfactory in all respects, and that any and all revisions required by the final examining committee have been made. This thesis meets the standards for appearance, conforms to the style and format requirements of the Office of Graduate Programs and Continuing Studies of Concordia College, and is hereby approved. COPYRIGHT PAGE It is the policy of Concordia College to allow students to retain ownership of the copyright to the thesis after deposit. However, as a condition of accepting the degree, the student grants the College the non-exclusive right to retain, use and distribute a limited number of copies of the thesis, together with the right to require its publication for archival use. Signature Date ACKNOWLEDGEMENTS First and foremost, thank you to all high school Arabic teachers that filled out my survey. You have an incredible task at hand, and your time and feedback is greatly appreciated. Thank you to those that assisted in the development and distribution of the survey, specifically Donna Clementi, Karin Ryding, Salah Ayari, the American Association of Teachers of Arabic, the National Capitol Language Research Center, Brigham Young’s Arabic Listserv, and Dora Johnson at the Center for Advanced Linguistics. -
Section a Alphabet and Vocabulary
BLF 1: The Hebrew Alphabet Section A Alphabet And Vocabulary © 2000-2015 Timothy Ministries Page A - 1 BLF 1: The Hebrew Alphabet HBRW Th lphbt s hrd t mstr; Rdng bck t frnt's dsstr. Nlss h's rd the clssfds, whr trth, bbrvtd hds, th wld-b rdr f the Bbl, prsntd wth th txt, s lbl t trn nd rn wth shrks nd hwls- th Hbrw Scrptrs hv n vwls! AN ALEPH-BET SONG G C G Am G D G G C G Am G D G Aleph Bet Gimel Dalet, Hey Vav (Hey Vav), Zay'n Het Tet, Yod Kaf Lamed, Mem Nun (Mem Nun) a b g d h w h w z j f y k l m n m n G C G C G Am G D G Am G D G Samech Ay'n Pe, Tsade Qoph Resh, Shin Tav (Shin Tav) Shin Tav (Shin Tav). s [ p x q r v t v t v t v t Aleph Bet Gimmel Dalet, Hey Vav (Hey Vav), Zay'n Het Tet, Yod Kaf Lamed, Mem Nun (Mem Nun) Samech Ay'n Pey, Tsade, Qoph, Resh, Shin Tav (Shin Tav) Shin Tav (Shin Tav). © 2000-2015 Timothy Ministries Page A - 2 BLF 1: The Hebrew Alphabet Alphabet Chart: Letter Name Pronunciation Print Block Script 1 Aleph Silent letter a a . 2 Bet B as in Baal, B ·b V as in Vine b b 3 Gimel G as in Gehenna g g 4 Dalet D as in Delilah d d 5 Hey H as in Hallelujah h h 6 Vav V as in Vanity w w 7 Zayin Z as in Zion z z 8 Het* CH as in BaCH j t 9 Tet T as in Talent f f 10 Yod Y as in Yiddish y y K as in Kish ] . -
Language Classification in the Ethnologue and Its Consequences (Paper)
Sarah E. Cornwell The University of Western Ontario, London, Ontario, Canada Language Classification in The Ethnologue and its Consequences (Paper) Abstract: The Ethnologue is a widely used classificatory standard for the world’s 7000+ natural languages. However, the motives and processes used by The Ethnologue’s governing body, SIL International, have come under criticism by linguists. This paper investigates how The Ethnologue answers the question “What is a language?” through the theoretical lens presented by Bowker and Star in Sorting Things Out (1999) and presents some consequences of those classificatory decisions. 1. Introduction Language is central to human culture and experience. It is the central core of our communicative capacity, running through all media of communication. Due to this essential role, there is a need to classify and count languages and their speakers1. Governments need to communicate with citizens, libraries need to catalogue books by language, and search engines need to return webpages in the appropriate language for each searcher. For these reasons among others, there is a strong institutional need for a standardized classification structure and labelling system for languages. The most widespread current classificatory infrastructure for languages is based on The Ethnologue. This essay will critically evaluate The Ethnologue using the Foucauldian theory developed for investigating classification structures by Bowker and Star (1999) in Sorting Things Out: Classification and its Consequences. 2. The Ethnologue The Ethnologue is a catalogue of all the world’s languages. First compiled in 1951, The Ethnologue is currently in its 20th edition and contains descriptions of 7099 living languages (2017). Since 1997, The Ethnologue has been available freely online and widely accessible (Simons & Fennig, 2017). -
Ethnologue: Languages of Honduras Twentieth Edition Data
Ethnologue: Languages of Honduras Twentieth edition data Gary F. Simons and Charles D. Fennig, Editors Based on information from the Ethnologue, 20th edition: Simons, Gary F. and Charles D. Fennig (eds.). 2017. Ethnologue: Languages of the World, Twentieth edition. Dallas, Texas: SIL International. Online: http://www.ethnologue.com. For personal use only Permission to distribute or reuse this work (in whole or in part) may be obtained through the Copyright Clearance Center at http://www.copyright.com. SIL International, 7500 West Camp Wisdom Road, Dallas, Texas 75236-5699 USA Web: www.sil.org, Phone: +1 972 708 7404, Email: [email protected] Ethnologue: Languages of Honduras 2 Contents List of Abbreviations 3 How to Use This Digest 4 Country Overview 6 Language Status Profile 7 Statistical Summaries 8 Alphabetical Listing of Languages 11 Language Map 14 Languages by Population 15 Languages by Status 16 Languages by Department 18 Languages by Family 19 Language Code Index 20 Language Name Index 21 Bibliography 22 Copyright © 2017 by SIL International All rights reserved. No part of this publication may be reproduced, redistributed, or transmitted in any form or by any means—electronic, mechanical, photocopying, recording, or otherwise—without the prior written permission of SIL International, with the exception of brief excerpts in articles or reviews. Ethnologue: Languages of Honduras 3 List of Abbreviations A Agent in constituent word order alt. alternate name for alt. dial. alternate dialect name for C Consonant in canonical syllable patterns CDE Convention against Discrimination in Education (1960) Class Language classification CPPDCE Convention on the Protection and Promotion of the Diversity of Cultural Expressions (2005) CSICH Convention for the Safeguarding of Intangible Cultural Heritage (2003) dial.