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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 12 of 12 1 A Sentiment analysis approach for Arabic dialects texts analysis based on automatic translation: Application to the Algerian dialect. ... Guellil, Imane. - : Unpublished, 2021 BASE Show details 2 Sexism detection: The first corpus in Algerian dialect with a code-switching in Arabic/ French and English ... Guellil, Imane; Adeel, Ahsan; Azouaou, Faical. - : arXiv, 2021 BASE Show details 3 A semi-supervised approach for sentiment analysis of arab (ic+ izi) messages: Application to the algerian dialect Adeel, Ahsan; Guellil, Imane; Gogate, Mandar. - : Springer, 2021 BASE Show details 4 Ara-Women-Hate: The first Arabic Hate Speech corpus regarding Women ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Guellil, Imane. - : Underline Science Inc., 2021 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. ... Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing; Neural Network URL: https://dx.doi.org/10.48448/zrm0-7454 https://underline.io/lecture/39654-ara-women-hate-the-first-arabic-hate-speech-corpus-regarding-women BASE Hide details 5 A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect Guellil, Imane; Adeel, Ahsan; Azouaou, Faical. - 2021 BASE Show details 6 ArAutoSenti: automatic annotation and new tendencies for sentiment classification of Arabic messages [<Journal>] Guellil, Imane [Verfasser]; Azouaou, Faical [Verfasser]; Chiclana, Francisco [Verfasser] DNB Subject Category Language Show details 7 ArAutoSenti: Automatic annotation and new tendencies for sentiment classification of Arabic messages Azouaou, Faical; Guellil, Imane; Chiclana, Francisco. - : Springer, 2020 BASE Show details 8 Approche Hybride pour la translitération de l’arabizi algérien : une étude préliminaire GUELLIL, Imane; Azouaou, Faical; Benali, Fodil... 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 ... Guellil, Imane; Azouaou, Faical; Benali, Fodil. - : arXiv, 2018 BASE Show details 10 SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis Guellil, Imane; Adeel, Ahsan; Azouaou, Faical. - : Springer, 2018 BASE Show details 11 SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis ... Guellil, Imane; Adeel, Ahsan; Azouaou, Faical. - : arXiv, 2018 BASE Show details 12 Comparison between Neural and Statistical translation after transliteration of Algerian Arabic Dialect GUELLIL, Imane; Azouaou, Faiçal; Abbas, Mourad 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

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