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Psychiatry on Twitter: Content Analysis of the Use of Psychiatric Terms in French
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In: ISSN: 2561-326X ; JMIR Formative Research ; https://hal.archives-ouvertes.fr/hal-03614832 ; JMIR Formative Research, JMIR Publications 2022, 6 (2), pp.e18539. ⟨10.2196/18539⟩ ; https://formative.jmir.org/2022/2/e18539 (2022)
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Psychiatry on Twitter: Content Analysis of the Use of Psychiatric Terms in French
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In: JMIR Form Res (2022)
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Emotionally Informed Hate Speech Detection: A Multi-target Perspective
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In: ISSN: 1866-9956 ; EISSN: 1866-9964 ; Cognitive Computation ; https://hal.archives-ouvertes.fr/hal-03275549 ; Cognitive Computation, Springer, 2021, 13 (4), ⟨10.1007/s12559-021-09862-5⟩ ; https://link.springer.com/article/10.1007%2Fs12559-021-09862-5 (2021)
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“Be nice to your wife! The restaurants are closed”: Can Gender Stereotype Detection Improve Sexism Classification?
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In: Findings of the Association for Computational Linguistics: EMNLP 2021 ; Conference on Findings of the Association for Computational Linguistics (EMNLP 2021) ; https://hal.archives-ouvertes.fr/hal-03468351 ; Conference on Findings of the Association for Computational Linguistics (EMNLP 2021), ACL: Association for Computational Linguistics, Nov 2021, Punta Cana, Dominican Republic. pp.2833-2844 ; https://aclanthology.org/2021.findings-emnlp.242/ (2021)
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"Be nice to your wife! The restaurants are closed": Can Gender Stereotype Detection Improve Sexism Classification? ...
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Emotionally Informed Hate Speech Detection: A Multi-target Perspective
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In: Cognit Comput (2021)
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Emotionally Informed Hate Speech Detection: A Multi-target Perspective
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An Algerian Corpus and an Annotation Platform for Opinion and Emotion Analysis
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In: Proceedings of the 12th Language Resources and Evaluation Conference ; 12th Language Resources and Evaluation Conference, LREC 2020 ; https://hal.archives-ouvertes.fr/hal-03102495 ; 12th Language Resources and Evaluation Conference, LREC 2020, May 2020, Marseille, France. pp.1202-1210 ; https://www.aclweb.org/anthology/2020.lrec-1.151/ (2020)
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Multilingual Irony Detection with Dependency Syntax and Neural Models
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In: Proceedings of the 28th International Conference on Computational Linguistics ; 28th International Conference on Computational Linguistics (COLING 2020) ; https://hal.archives-ouvertes.fr/hal-03102480 ; 28th International Conference on Computational Linguistics (COLING 2020), Dec 2020, Barcelona (Online), Spain. pp.1346-1358 ; https://www.aclweb.org/anthology/2020.coling-main.116/ (2020)
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Irony Detection in a Multilingual Context
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In: ECIR ; https://hal.archives-ouvertes.fr/hal-02889008 ; ECIR, Apr 2020, online, Portugal (2020)
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He said “who’s gonna take care of your children when you are at ACL?”: Reported Sexist Acts are Not Sexist
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In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics ; 58th Annual Meeting of the Association for Computational Linguistics 2020 ; https://jeannicod.ccsd.cnrs.fr/ijn_03046501 ; 58th Annual Meeting of the Association for Computational Linguistics 2020, ACL: Association for Computational Linguistics, Jul 2020, Online, France. pp.4055-4066, ⟨10.18653/v1/2020.acl-main.373⟩ ; https://www.aclweb.org/anthology/2020.acl-main.373/ (2020)
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He said “who’s gonna take care of your children when you are at ACL?”: Reported Sexist Acts are Not Sexist
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In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03046097 ; Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, Jul 2020, Online, United States. pp.4055-4066, ⟨10.18653/v1/2020.acl-main.373⟩ ; https://acl2020.org/ (2020)
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Multilingual Irony Detection with Dependency Syntax and Neural Models ...
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Multilingual Irony Detection with Dependency Syntax and Neural Models ...
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Multilingual and Multitarget Hate Speech Detection in Tweets
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In: Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume II : Articles courts ; Conférence sur le Traitement Automatique des Langues Naturelles (TALN - PFIA 2019) ; https://hal.archives-ouvertes.fr/hal-02567777 ; Conférence sur le Traitement Automatique des Langues Naturelles (TALN - PFIA 2019), Jul 2019, Toulouse, France. pp.351-360 ; https://www.aclweb.org/anthology/2019.jeptalnrecital-court.21/ (2019)
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Abstract:
International audience ; Social media networks have become a space where users are free to relate their opinions and sentiments which may lead to a large spreading of hatred or abusive messages which have to be moderated. This paper proposes a supervised approach to hate speech detection from a multilingual perspective. We focus in particular on hateful messages towards two different targets (immigrants and women) in English tweets, as well as sexist messages in both English and French. Several models have been developed ranging from feature-engineering approaches to neural ones. Our experiments show very encouraging results on both languages. ; Les réseaux sociaux sont un espace où les utilisateurs sont libres d’exprimer leurs opinions ce qui donne lieu à la diffusion de messages haineux ou insultants qui doivent être modérés. Nous proposons dans cet article une approche supervisée pour la détection automatique de message haineux dans une perspective multilingue. Nous nous intéressons en particulier à la haine exprimée à l’encontre de deux types de cibles (des immigrants et des femmes) dans des tweets en anglais, ainsi qu’aux messages sexistes dans des tweets en anglais et en français. Divers modèles d’apprentissage automatique ont été développés, allant de modèles à base de traits, à des approches neuronales. Nos expérimentations montrent des résultats encourageants pour les deux langues.
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [SCCO.LING]Cognitive science/Linguistics; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; Apprentissage supervisée; Détection de message haineux; Hate speech detection; Réseaux sociaux; Sexism; Social media; Supervised learning
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URL: https://hal.archives-ouvertes.fr/hal-02567777/file/66.pdf https://hal.archives-ouvertes.fr/hal-02567777/document https://hal.archives-ouvertes.fr/hal-02567777
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CRE-Orange : Lot1 - Etat de l'art sur les techniques d'extraction de relations n-aires autour de frame - A survey of extraction techniques for n-ary relations and their links with frames
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In: https://hal.archives-ouvertes.fr/hal-03012555 ; [Contract] IRIT. 2019 (2019)
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IDAT@FIRE2019: Overview of the Track on Irony Detection in Arabic Tweets
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Automatic Detection of Depressive Users in Social Media
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In: Actes de CORIA 2018 ; Conférence francophone en Recherche d'Information et Applications (CORIA) ; https://hal.archives-ouvertes.fr/hal-02942297 ; Conférence francophone en Recherche d'Information et Applications (CORIA), May 2018, Rennes, France. ⟨10.24348/coria.2018.paper4⟩ (2018)
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