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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 …
Efficient utilization of pre-trained models: A review of sentiment analysis via prompt learning
K Bu, Y Liu, X Ju - Knowledge-Based Systems, 2024 - Elsevier
Sentiment analysis is one of the traditional well-known tasks in Natural Language
Processing (NLP) research. In recent years, Pre-trained Models (PMs) have become one of …
Processing (NLP) research. In recent years, Pre-trained Models (PMs) have become one of …
Arabert: Transformer-based model for arabic language understanding
The Arabic language is a morphologically rich language with relatively few resources and a
less explored syntax compared to English. Given these limitations, Arabic Natural Language …
less explored syntax compared to English. Given these limitations, Arabic Natural Language …
Arabic text classification using deep learning models
Text classification or categorization is the process of automatically tagging a textual
document with most relevant labels or categories. When the number of labels is restricted to …
document with most relevant labels or categories. When the number of labels is restricted to …
Deep learning-based sentiment classification of evaluative text based on Multi-feature fusion
Sentiment analysis concerns the study of opinions expressed in a text. Due to the huge
amount of reviews, sentiment analysis plays a basic role to extract significant information …
amount of reviews, sentiment analysis plays a basic role to extract significant information …
Sentiment analysis of Arabic tweets using deep learning
Sentiment analysis is the computational study of people's opinions, attitudes and emotions
toward entities, individuals, issues, events or topics. A lot of research has been done to …
toward entities, individuals, issues, events or topics. A lot of research has been done to …
A combined CNN and LSTM model for Arabic sentiment analysis
Deep neural networks have shown good data modelling capabilities when dealing with
challenging and large datasets from a wide range of application areas. Convolutional …
challenging and large datasets from a wide range of application areas. Convolutional …
A comprehensive survey of arabic sentiment analysis
Sentiment analysis (SA) is a continuing field of research that lies at the intersection of many
fields such as data mining, natural language processing and machine learning. It is …
fields such as data mining, natural language processing and machine learning. It is …
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 …
Mazajak: An online Arabic sentiment analyser
Sentiment analysis (SA) is one of the most useful natural language processing applications.
Literature is flooding with many papers and systems addressing this task, but most of the …
Literature is flooding with many papers and systems addressing this task, but most of the …