1 |
A Sentiment analysis approach for Arabic dialects texts analysis based on automatic translation: Application to the Algerian dialect. ...
|
|
|
|
BASE
|
|
Show details
|
|
2 |
Sexism detection: The first corpus in Algerian dialect with a code-switching in Arabic/ French and English ...
|
|
|
|
Abstract:
In this paper, an approach for hate speech detection against women in Arabic community on social media (e.g. Youtube) is proposed. In the literature, similar works have been presented for other languages such as English. However, to the best of our knowledge, not much work has been conducted in the Arabic language. A new hate speech corpus (Arabic\_fr\_en) is developed using three different annotators. For corpus validation, three different machine learning algorithms are used, including deep Convolutional Neural Network (CNN), long short-term memory (LSTM) network and Bi-directional LSTM (Bi-LSTM) network. Simulation results demonstrate the best performance of the CNN model, which achieved F1-score up to 86\% for the unbalanced corpus as compared to LSTM and Bi-LSTM. ... : This paper was accepted at the AfricanNLP workshop (EACL conference 2021) ...
|
|
Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
|
|
URL: https://dx.doi.org/10.48550/arxiv.2104.01443 https://arxiv.org/abs/2104.01443
|
|
BASE
|
|
Hide details
|
|
3 |
A semi-supervised approach for sentiment analysis of arab (ic+ izi) messages: Application to the algerian dialect
|
|
|
|
BASE
|
|
Show details
|
|
4 |
Ara-Women-Hate: The first Arabic Hate Speech corpus regarding Women ...
|
|
|
|
BASE
|
|
Show details
|
|
5 |
A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect
|
|
|
|
BASE
|
|
Show details
|
|
7 |
ArAutoSenti: Automatic annotation and new tendencies for sentiment classification of Arabic messages
|
|
|
|
BASE
|
|
Show details
|
|
8 |
Approche Hybride pour la translitération de l’arabizi algérien : une étude préliminaire
|
|
|
|
In: 25e conférence sur le Traitement Automatique des Langues Naturelles (TALN) ; https://hal.archives-ouvertes.fr/hal-01837234 ; 25e conférence sur le Traitement Automatique des Langues Naturelles (TALN), May 2018, Rennes, France (2018)
|
|
BASE
|
|
Show details
|
|
9 |
Hybrid approach for transliteration of Algerian arabizi: a primary study ...
|
|
|
|
BASE
|
|
Show details
|
|
10 |
SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis
|
|
|
|
BASE
|
|
Show details
|
|
11 |
SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis ...
|
|
|
|
BASE
|
|
Show details
|
|
12 |
Comparison between Neural and Statistical translation after transliteration of Algerian Arabic Dialect
|
|
|
|
In: WiNLP: Women & Underrepresented Minorities in Natural Language Processing (co-located withACL 2017) ; https://hal.archives-ouvertes.fr/hal-01570298 ; WiNLP: Women & Underrepresented Minorities in Natural Language Processing (co-located withACL 2017), Jul 2017, Vancouver, Canada ; http://www.winlp.org/winlp-workshop (2017)
|
|
BASE
|
|
Show details
|
|
|
|