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1
Emotionally Informed Hate Speech Detection: A Multi-target Perspective
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?
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? ...
Abstract: In this paper, we focus on the detection of sexist hate speech against women in tweets studying for the first time the impact of gender stereotype detection on sexism classification. We propose: (1) the first dataset annotated for gender stereotype detection, (2) a new method for data augmentation based on sentence similarity with multilingual external datasets, and (3) a set of deep learning experiments first to detect gender stereotypes and then, to use this auxiliary task for sexism detection. Although the presence of stereotypes does not necessarily entail hateful content, our results show that sexism classification can definitively benefit from gender stereotype detection. ...
URL: https://underline.io/lecture/38592-'be-nice-to-your-wife!-the-restaurants-are-closed'-can-gender-stereotype-detection-improve-sexism-classificationquestion
https://dx.doi.org/10.48448/fdeq-9970
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4
Emotionally Informed Hate Speech Detection: A Multi-target Perspective
In: Cognit Comput (2021)
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5
Emotionally Informed Hate Speech Detection: A Multi-target Perspective
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6
He said “who’s gonna take care of your children when you are at ACL?”: Reported Sexist Acts are Not Sexist
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
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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8
Multilingual and Multitarget Hate Speech Detection in Tweets
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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