DarijaBERT: a step forward in NLP for the written Moroccan dialect

K Gaanoun, AM Naira, A Allak, I Benelallam - International Journal of Data …, 2024 - Springer
The established performance of existing transformer-based language models, delivering
state-of-the-art results on numerous downstream tasks, is noteworthy. However, these …

Moroccan dialect-darija-open dataset

A Outchakoucht, H Es-Samaali - ar** robust
natural language processing systems, especially in specialized domains like banking. The …

The evolution of Darija open dataset: Introducing version 2

A Outchakoucht, H Es-Samaali - arxiv preprint arxiv:2405.13016, 2024 - arxiv.org
Darija Open Dataset (DODa) represents an open-source project aimed at enhancing Natural
Language Processing capabilities for the Moroccan dialect, Darija. With approximately …

Moroccan Dialect “Darija” automatic speech recognition: a survey

M Labied, A Belangour - 2021 IEEE 2nd International …, 2021 - ieeexplore.ieee.org
Nowadays, human-machine interaction is growing swiftly, and Automatic Speech
Recognition is gaining immense interest to make the daily routines much easier. This could …

Building a corpus of Qatari Arabic expressions

S Al-Mulla, W Zaghouani - Proceedings of the 4th Workshop on …, 2020 - aclanthology.org
The current Arabic natural language processing resources are mainly build to address the
Modern Standard Arabic (MSA), while we witnessed some scattered efforts to build …

Arabic Sentiment Analysis by Pretrained Ensemble

A Qaddoumi - Proceedings of the Seventh Arabic Natural …, 2022 - aclanthology.org
This paper presents the 259 team's BERT ensemble designed for the NADI 2022 Subtask 2
(sentiment analysis)(Abdul-Mageed et al., 2022). Twitter Sentiment analysis is one of the …

[PDF][PDF] Arabic Sentiment Ensemble NADI Shared Task 2

A Qaddoumi - Proceedings of the Seventh Arabic Natural Language …, 2022 - academia.edu
This paper presents the 259 team's BERT ensemble designed for the NADI 2022 Subtask 2
(sentiment analysis)(Abdul-Mageed et al., 2022). Twitter Sentiment analysis is one of the …