DZDC12: a new multipurpose parallel Algerian Arabizi–French code-switched corpus.
Algeria's socio-linguistic situation is known as a complex phenomenon involving several historical, cultural and technological factors. However, there are three languages that are mainly spoken in Algeria (Arabic, Tamazight and French) and they can be mixed in the same sentence (code-switching). Mor...
| Publicado en: | Language Resources & Evaluation Vol. 54; no. 2; pp. 419 - 456 |
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| Formato: | Artículo |
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Springer Nature
Jun2020
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=143152355&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 143152355 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 1574020X 179V jtl: Language Resources & Evaluation issn: 1574020X maglogo: N pubinfo: dt: Jun2020 vid: 54 iid: 2 pid: 237 pub: Springer Nature artinfo: ui: 143152355 10.1007/s10579-019-09454-8 ppf: 419 ppct: 37 formats: fmt: – @attributes: type: T – @attributes: type: P size: 2MB tig: atl: DZDC12: a new multipurpose parallel Algerian Arabizi–French code-switched corpus. aug: au: Abainia, Kheireddine affil: Telecommmunication and Electronics Department, Faculty of Sciences and Technology, Université 8 Mai 1945 Guelma, 24000, Guelma, Algeria su: Text mining Natural language processing Sociohistorical analysis Corpora Sentiment analysis Information retrieval Algeria sug: subj: Algeria Text mining Natural language processing Sociohistorical analysis Corpora Sentiment analysis Information retrieval keyword: Algerian dialects Arabizi Code-switching Machine translation Parallel corpus Text categorization ab: Algeria's socio-linguistic situation is known as a complex phenomenon involving several historical, cultural and technological factors. However, there are three languages that are mainly spoken in Algeria (Arabic, Tamazight and French) and they can be mixed in the same sentence (code-switching). Moreover, there are several varieties of dialects that differ from one region to another and sometimes within the same region. This paper aims to provide a new multi-purpose parallel corpus (i.e., DZDC12 corpus), which will serve as a testbed for various natural language processing and information retrieval applications. In particular, it can be a useful tool to study Arabic–French code-switching phenomenon, Algerian Romanized Arabic (Arabizi), different Algerian sub-dialects, sentiment analysis, gender writing style, machine translation, abuse detection, etc. To the best of our knowledge, the proposed corpus is the first of its kind, where the texts are written in Latin script and crawled from Facebook. More specifically, this corpus is organised by gender, region and city, and is transliterated into Arabic script and translated into Modern Standard Arabic. In addition, it is annotated for emotion detection and abuse detection, and annotated at the word level. This article focuses in particular on Algeria's socio-linguistic situation and the effect of social media networks. Furthermore, the general guidelines for the design of DZDC12 corpus are described as well as the dialects clustering over the map. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y custom: Language Resources & Evaluation is a copyright of Springer, 2020. All Rights Reserved. item: Language Resources & Evaluation holder: Springer Nature dt: @attributes: year: 2020 holdings: @attributes: islocal: N |
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