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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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Abstract:
International audience ; 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.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing
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URL: https://hal.archives-ouvertes.fr/hal-03468351
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| 5 |
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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| 7 |
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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| 8 |
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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| 9 |
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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| 12 |
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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| 13 |
IDAT@FIRE2019: Overview of the Track on Irony Detection in Arabic Tweets
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| 14 |
Can we Predict Locations in Tweets? A Machine Learning Approach
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In: ISSN: 0976-0962 ; International Journal of Computational Linguistics and Applications ; https://hal.archives-ouvertes.fr/hal-02901421 ; International Journal of Computational Linguistics and Applications, Alexander Gelbukh, 2018, 9, pp.0 (2018)
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| 15 |
IRIT at e-Risk 2018
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In: CLEF 2018 Working Notes ; 9th Conference and Labs of the Evaluation Forum, Living Labs (CLEF 2018) ; https://hal.archives-ouvertes.fr/hal-02290007 ; 9th Conference and Labs of the Evaluation Forum, Living Labs (CLEF 2018), Sep 2018, Avignon, France. pp.1-12 (2018)
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| 16 |
IRIT at e-Risk
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In: CLEF 2017 - CLEF 2017 Working Notes ; International Conference of the CLEF Association, CLEF 2017 Labs Working Notes (CLEF 2017) ; https://hal.archives-ouvertes.fr/hal-01912779 ; International Conference of the CLEF Association, CLEF 2017 Labs Working Notes (CLEF 2017), Sep 2017, Dublin, Ireland. pp. 1-7 (2017)
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| 17 |
Predicting Locations in Tweets
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In: CINCLing 2017 : 18th International Conference on Intelligent Text Processing and Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-02624131 ; CINCLing 2017 : 18th International Conference on Intelligent Text Processing and Computational Linguistics, Apr 2017, Budapest, Hungary (2017)
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| 18 |
Exploring the Impact of Pragmatic Phenomena on Irony Detection in Tweets: A Multilingual Corpus Study
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In: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1 ; 15th Conference of the European Chapter of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01686475 ; 15th Conference of the European Chapter of the Association for Computational Linguistics, Apr 2017, Valencia, Spain. pp.262 - 272 (2017)
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SOUKHRIA: Towards an Irony Detection System for Arabic in Social Media
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In: 3rd International Conference on Arabic Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01686504 ; 3rd International Conference on Arabic Computational Linguistics, Nov 2017, Dubaï, United Arab Emirates. pp.161 - 168, ⟨10.1016/j.procs.2017.10.105⟩ (2017)
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| 20 |
INEX Tweet Contextualization Task: Evaluation, Results and Lesson Learned
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In: ISSN: 0306-4573 ; Information Processing and Management ; https://hal-amu.archives-ouvertes.fr/hal-01479297 ; Information Processing and Management, Elsevier, 2016, 52 (5), pp.801-819. ⟨10.1016/j.ipm.2016.03.002⟩ (2016)
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