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A review of sentiment analysis research in Arabic language
Sentiment analysis is a task of natural language processing that has recently attracted
increasing attention. However, sentiment analysis research has mainly been carried out for …
increasing attention. However, sentiment analysis research has mainly been carried out for …
Deep learning for Arabic subjective sentiment analysis: Challenges and research opportunities
The fields of machine learning and Web technologies have witnessed significant
development in the last years. This caused a ceaseless and rapid growth in sharing of the …
development in the last years. This caused a ceaseless and rapid growth in sharing of the …
Transformers for tabular data representation: A survey of models and applications
In the last few years, the natural language processing community has witnessed advances
in neural representations of free texts with transformer-based language models (LMs). Given …
in neural representations of free texts with transformer-based language models (LMs). Given …
Deep bidirectional LSTM network learning-based sentiment analysis for Arabic text
Sentiment analysis aims to predict sentiment polarities (positive, negative or neutral) of a
given piece of text. It lies at the intersection of many fields such as Natural Language …
given piece of text. It lies at the intersection of many fields such as Natural Language …
A comparative study of effective approaches for Arabic sentiment analysis
Sentiment analysis (SA) is a natural language processing (NLP) application that aims to
analyse and identify sentiment within a piece of text. Arabic SA started to receive more …
analyse and identify sentiment within a piece of text. Arabic SA started to receive more …
Intelligent detection of hate speech in Arabic social network: A machine learning approach
Nowadays, cyber hate speech is increasingly growing, which forms a serious problem
worldwide by threatening the cohesion of civil societies. Hate speech relates to using …
worldwide by threatening the cohesion of civil societies. Hate speech relates to using …
User satisfaction with Arabic COVID-19 apps: Sentiment analysis of users' reviews using machine learning techniques
Digital technologies such as mobile health (mHealth) apps with a variety of features can be
essential tools for controlling pandemics. Therefore, many Arab countries have launched …
essential tools for controlling pandemics. Therefore, many Arab countries have launched …
A panoramic survey of natural language processing in the Arab world
THE TERM NATURAL language refers to any system of symbolic communication (spoken,
signed, or written) that has evolved naturally in humans without intentional human planning …
signed, or written) that has evolved naturally in humans without intentional human planning …
Exploring amharic sentiment analysis from social media texts: Building annotation tools and classification models
This paper presents the study of sentiment analysis for Amharic social media texts. As the
number of social media users is ever-increasing, social media platforms would like to …
number of social media users is ever-increasing, social media platforms would like to …
Evaluating various tokenizers for Arabic text classification
The first step in any NLP pipeline is to split the text into individual tokens. The most obvious
and straightforward approach is to use words as tokens. However, given a large text corpus …
and straightforward approach is to use words as tokens. However, given a large text corpus …