Systematic literature review of dialectal Arabic: identification and detection

A Elnagar, SM Yagi, AB Nassif, I Shahin… - IEEE …, 2021 - ieeexplore.ieee.org
It is becoming increasingly difficult to know who is working on what and how in
computational studies of Dialectal Arabic. This study comes to chart the field by conducting a …

Automatic language identification in texts: A survey

T Jauhiainen, M Lui, M Zampieri, T Baldwin… - Journal of Artificial …, 2019 - jair.org
Language identification (" LI") is the problem of determining the natural language that a
document or part thereof is written in. Automatic LI has been extensively researched for over …

[图书][B] Natural language processing for social media

A Farzindar, D Inkpen, G Hirst - 2015 - Springer
In recent years, online social networking has revolutionized interpersonal communication.
The newer research on language analysis in social media has been increasingly focusing …

Discriminating between similar languages and arabic dialect identification: A report on the third dsl shared task

S Malmasi, M Zampieri, N Ljubešić… - Proceedings of the …, 2016 - aclanthology.org
We present the results of the third edition of the Discriminating between Similar Languages
(DSL) shared task, which was organized as part of the VarDial'2016 workshop at …

Fine-grained Arabic dialect identification

M Salameh, H Bouamor, N Habash - Proceedings of the 27th …, 2018 - aclanthology.org
Previous work on the problem of Arabic Dialect Identification typically targeted coarse-
grained five dialect classes plus Standard Arabic (6-way classification). This paper presents …

Automatic Arabic dialect classification using deep learning models

L Lulu, A Elnagar - Procedia computer science, 2018 - Elsevier
Recently, the vast use of social media and the high availability of internet access have
produced a considerably different textual data from the formal and standard data on the …

Natural language processing for similar languages, varieties, and dialects: A survey

M Zampieri, P Nakov, Y Scherrer - Natural Language Engineering, 2020 - cambridge.org
There has been a lot of recent interest in the natural language processing (NLP) community
in the computational processing of language varieties and dialects, with the aim to improve …

Deep models for arabic dialect identification on benchmarked data

M Elaraby, M Abdul-Mageed - … of the Fifth Workshop on NLP for …, 2018 - aclanthology.org
Abstract The Arabic Online Commentary (AOC)(Zaidan and Callison-Burch, 2011) is a large-
scale repos-itory of Arabic dialects with manual labels for4varieties of the language. Existing …

[PDF][PDF] PAN 2017: Author Profiling-Gender and Language Variety Prediction.

M Martinc, I Skrjanec, K Zupan, S Pollak - CLEF (working notes), 2017 - academia.edu
We present the results of gender and language variety identification performed on the tweet
corpus prepared for the PAN 2017 Author profiling shared task. Our approach consists of …

Arabic dialect identification in speech transcripts

S Malmasi, M Zampieri - Proceedings of the Third Workshop on …, 2016 - aclanthology.org
In this paper we describe a system developed to identify a set of four regional Arabic dialects
(Egyptian, Gulf, Levantine, North African) and Modern Standard Arabic (MSA) in a …