Systematic literature review of dialectal Arabic: identification and detection
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 …
computational studies of Dialectal Arabic. This study comes to chart the field by conducting a …
Automatic language identification in texts: A survey
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 …
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 …
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
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 …
(DSL) shared task, which was organized as part of the VarDial'2016 workshop at …
Fine-grained Arabic dialect identification
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 …
grained five dialect classes plus Standard Arabic (6-way classification). This paper presents …
Automatic Arabic dialect classification using deep learning models
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 …
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
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 …
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 …
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.
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 …
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 …
(Egyptian, Gulf, Levantine, North African) and Modern Standard Arabic (MSA) in a …