[HTML][HTML] A systematic literature review of Arabic dialect sentiment analysis

Y Matrane, F Benabbou, N Sael - … of King Saud University-Computer and …, 2023 - Elsevier
Sentiment analysis is the process of using natural language processing, computational
linguistics, and other text analysis techniques to identify and extract subjective information in …

[PDF][PDF] Sentiment Analysis onMoroccan Dialect based on ML and Social Media Content Detection

M Errami, MA Ouassil, R Rachidi, B Cherradi… - 2023 - academia.edu
As technology continues to evolve, humans tend to follow suit, and currently social media
has taken place as the defacto method of communication. As it tends to happen with verbal …

[HTML][HTML] Moroccan Arabic vocabulary generation using a rule-based approach

R Tachicart, K Bouzoubaa - Journal of King Saud University-Computer and …, 2022 - Elsevier
NLP resources play a crucial role in the building of many NLP applications. The importance
of these resources depends not only on their size and coverage but also on the richness and …

[PDF][PDF] MSTD: Moroccan sentiment twitter dataset

S Mihi, B Ait, I El, S Arezki… - Int. J. Adv. Comput. Sci …, 2020 - academia.edu
With the proliferation of social media and Internet accessibility, a massive amount of data
has been produced. In most cases, the textual data available through the web comes mainly …

Sentiment analysis through word embedding using AraBERT: Moroccan dialect use case

Y Matrane, F Benabbou, N Sael - … International Conference on …, 2021 - ieeexplore.ieee.org
Nowadays, Sentiment Analysis (SA) represents a big chunk of Natural Language
Processing (NLP) problems. The latter makes it possible to assign feelings and polarity to …

Moroccan dialect-darija-open dataset

A Outchakoucht, H Es-Samaali - arxiv preprint arxiv:2103.09687, 2021 - arxiv.org
Darija Open Dataset (DODa) is an open-source project for the Moroccan dialect. With more
than 10,000 entries DODa is arguably the largest open-source collaborative project for …

Automatic identification of Moroccan colloquial Arabic

R Tachicart, K Bouzoubaa, SL Aouragh… - … Processing: From Theory …, 2018 - Springer
Abstract Language Identification is an NLP task which aims at predicting the language of a
given text. For the Arabic dialects many attempts have been done to address this topic. In …

Morphological analyzers of arabic dialects: A survey

R Tachicart, K Bouzoubaa, S Harrat… - Studies in Computational …, 2022 - hal.science
Morphological analysis is a crucial stage in natural language processing. For the Arabic
language many attempts have been conducted to build morphological analyzers. Despite …

Social Media's Toxic Comments Detection Using Artificial Intelligence Techniques

R Rachidi, MA Ouassil, M Errami… - … Research in Applied …, 2023 - ieeexplore.ieee.org
Cyberbullying takes its place in social media and has increased throughout the past few
years. The damage that cyberbullying has on the users is undeniable they get attacked …

Training an LSTM-based Seq2Seq model on a Moroccan biscript lexicon

O Amezian, S Hajbi, ZS Houssaini… - 2023 9th International …, 2023 - ieeexplore.ieee.org
In today's increasingly multilingual world, where diverse scripts coexist, training natural
language processing (NLP) models on biscript lexicons holds immense value. This …