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Sexism detection: The first corpus in Algerian dialect with a code-switching in Arabic/ French and English ...
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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) ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.2104.01443 https://arxiv.org/abs/2104.01443
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A semi-supervised approach for sentiment analysis of arab (ic+ izi) messages: Application to the algerian dialect
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A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect
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ArAutoSenti: Automatic annotation and new tendencies for sentiment classification of Arabic messages
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Approche Hybride pour la translitération de l’arabizi algérien : une étude préliminaire
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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)
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Hybrid approach for transliteration of Algerian arabizi: a primary study ...
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SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis
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SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis ...
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Comparison between Neural and Statistical translation after transliteration of Algerian Arabic Dialect
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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)
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ASDA : Analyseur Syntaxique du Dialecte Alg{é}rien dans un but d'analyse s{é}mantique ...
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ASDA : Analyseur Syntaxique du Dialecte Algérien dans un but d'analyse sémantique
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In: Conférence Nationale d'Intelligence Artificielle 2016 ; RFIA-RJCIA 2016 ; https://hal.archives-ouvertes.fr/hal-01568923 ; RFIA-RJCIA 2016, Association Française pour l'Intelligence Artificielle, Jun 2016, Clermont ferrand, France ; afia.asso.fr/wp-content/uploads/2017/04/2016-CNIA-Web.pdf (2016)
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Réconciliation d'alignements multilingues dans BioPortal
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In: 27es Journées francophones d'Ingénierie des Connaissances ; IC: Ingénierie des Connaissances ; https://hal-lirmm.ccsd.cnrs.fr/lirmm-01395900 ; IC: Ingénierie des Connaissances, Jun 2016, Montpellier, France ; https://ic2016.sciencesconf.org/ (2016)
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Multilingual Mapping Reconciliation between English-French Biomedical Ontologies
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In: 6th International Conference on Web Intelligence, Mining and Semantics ; WIMS: Web Intelligence, Mining and Semantics ; https://hal-lirmm.ccsd.cnrs.fr/lirmm-01395880 ; WIMS: Web Intelligence, Mining and Semantics, Jun 2016, Nîmes, France. ⟨10.1145/2912845.2912847⟩ ; http://wims2016.mines-ales.fr/ (2016)
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