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[HTML][HTML] Arabic natural language processing: An overview
Arabic is recognised as the 4th most used language of the Internet. Arabic has three main
varieties:(1) classical Arabic (CA),(2) Modern Standard Arabic (MSA),(3) Arabic Dialect (AD) …
varieties:(1) classical Arabic (CA),(2) Modern Standard Arabic (MSA),(3) Arabic Dialect (AD) …
Arabic sentiment analysis: studies, resources, and tools
To determine whether a document or a sentence expresses a positive or negative sentiment,
three main approaches are commonly used: the lexicon-based approach, corpus-based …
three main approaches are commonly used: the lexicon-based approach, corpus-based …
[HTML][HTML] A multi-criteria approach for arabic dialect sentiment analysis for online reviews: Exploiting optimal machine learning algorithm selection
A sentiment analysis of Arabic texts is an important task in many commercial applications
such as Twitter. This study introduces a multi-criteria method to empirically assess and rank …
such as Twitter. This study introduces a multi-criteria method to empirically assess and rank …
A semi-supervised approach for sentiment analysis of arab (ic+ izi) messages: Application to the algerian dialect
In this paper, we propose a semi-supervised approach for sentiment analysis of Arabic and
its dialects. This approach is based on a sentiment corpus, constructed automatically and …
its dialects. This approach is based on a sentiment corpus, constructed automatically and …
Rule-based Arabic sentiment analysis using binary equilibrium optimization algorithm
With the development of websites and social networks, Internet users generate a massive
amount of comments and information on the Web. Sentiment analysis, also called opinion …
amount of comments and information on the Web. Sentiment analysis, also called opinion …
Detecting hate speech against politicians in Arabic community on social media
Purpose This paper aims to propose an approach for hate speech detection against
politicians in Arabic community on social media (eg Youtube). In the literature, similar works …
politicians in Arabic community on social media (eg Youtube). In the literature, similar works …
[PDF][PDF] ATAR: Attention-based LSTM for Arabizi transliteration
ABSTRACT A non-standard romanization of Arabic script, known as Arbizi, is widely used in
Arabic online and SMS/chat communities. However, since state-of-the-art tools and …
Arabic online and SMS/chat communities. However, since state-of-the-art tools and …
Language resources for Maghrebi Arabic dialects' NLP: a survey
Diglossia is one of the main characteristics of Arabic language. In Arab countries, there are
three forms of Arabic that co-exist: Classical Arabic (CA) which is mainly used in the Quran …
three forms of Arabic that co-exist: Classical Arabic (CA) which is mainly used in the Quran …
Senzi: A sentiment analysis lexicon for the latinised arabic (arabizi)
Arabizi is an informal written form of dialectal Arabic transcribed in Latin alphanumeric
characters. It has a proven popularity on chat platforms and social media, yet it suffers from a …
characters. It has a proven popularity on chat platforms and social media, yet it suffers from a …
ArAutoSenti: automatic annotation and new tendencies for sentiment classification of Arabic messages
A corpus-based sentiment analysis approach for messages written in Arabic and its dialects
is presented and implemented. The originality of this approach resides in the automation …
is presented and implemented. The originality of this approach resides in the automation …