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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 - : Unpublished, 2021 BASE Show details 2 Sexism detection: The first corpus in Algerian dialect with a code-switching in Arabic/ French and English ...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 BASE Show 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) Abstract: International audience ; Research on Arabic Dialect Treatment has recently become important in the literature. Although most work on these dialects considers only the messages or the portion of text written in Arabic letters, another style of writing has emerged on social media. This style is known by Arabizi and combines between Latin letters and numbers. To address this emergent problem in the context of automatic translation, we present an Arabic dialect translation system composed by two modules: Transliteration and translation. We develop each module with a statistical and a neural model. To test our system, we used the Algerian portion of a multi-dialectal Arabic corpus named PADIC. Experimental results show that a good transliteration improves the translation results. Moreover, the neural transliteration gives better results than the statistical transliteration. However, the statistical translation still gives better results that the neural translation. Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-NE]Computer Science [cs]/Neural and Evolutionary Computing [cs.NE]; Algerian Dialect; Arabic Dialect; Arabizi; Neural translation; Neural transliteration; Statistical translation; Statistical transliteration URL: https://hal.archives-ouvertes.fr/hal-01570298 BASE Hide details

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