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21
Hate Speech on Social Media ; Discours de haine dans les réseaux socionumériques
Seoane, Annabelle; Hubé, Nicolas; Leroux, Pierre. - : HAL CCSD, 2021. : E.N.S. Editions, 2021. : ENS Éditions (Lyon), 2021
In: ISSN: 0243-6450 ; EISSN: 1960-6001 ; Mots: les langages du politique ; https://hal.archives-ouvertes.fr/hal-03137170 ; Mots: les langages du politique, 125, E.N.S. Editions, 2021, 9791036203060 (2021)
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22
Slovenian Twitter dataset 2018-2020 1.0
Evkoski, Bojan; Pelicon, Andraž; Mozetič, Igor. - : Jožef Stefan Institute, 2021
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23
Offensive language dataset of Croatian, English and Slovenian comments FRENK 1.0
Ljubešić, Nikola; Fišer, Darja; Erjavec, Tomaž. - : Jožef Stefan Institute, 2021
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24
Offensive language dataset of Croatian, English and Slovenian comments FRENK 1.1
Ljubešić, Nikola; Fišer, Darja; Erjavec, Tomaž. - : Jožef Stefan Institute, 2021
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25
Italian YouTube Hate Speech Corpus
Cinelli, Matteo; Pelicon, Andraž; Mozetič, Igor. - : Jožef Stefan Institute, 2021
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26
Slovenian Twitter hate speech dataset IMSyPP-sl
Kralj Novak, Petra; Mozetič, Igor; Ljubešić, Nikola. - : Jožef Stefan Institute, 2021
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27
English YouTube Hate Speech Corpus
Ljubešić, Nikola; Mozetič, Igor; Cinelli, Matteo. - : Jožef Stefan Institute, 2021
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28
ВЕРБАЛИЗАЦИЯ ВРАЖДЕБНОСТИ ИЛИ ЯЗЫК ВРАЖДЫ (HATE SPEECH) В КОММУНИКАТИВНОМ ДИСКУРСЕ ...
Зинина, Ю.М.. - : Издательство "Спутник +", 2021
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29
The Telegram Chronicles of Online Harm
In: Journal of Open Humanities Data; Vol 7 (2021); 8 ; 2059-481X (2021)
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30
A Survey on Multilingual Hate Speech Detection and Classification by Machine Learning Techniques ...
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31
A Survey on Multilingual Hate Speech Detection and Classification by Machine Learning Techniques ...
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32
On Simulating the Propagation and Countermeasures of Hate Speech in Social Networks
In: Applied Sciences; Volume 11; Issue 24; Pages: 12003 (2021)
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33
Hate Speech, Symbolic Violence, and Racial Discrimination. Antigypsyism: What Responses for the Next Decade?
In: Social Sciences ; Volume 10 ; Issue 10 (2021)
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34
A Language Model for Misogyny Detection in Latin American Spanish Driven by Multisource Feature Extraction and Transformers
In: Applied Sciences ; Volume 11 ; Issue 21 (2021)
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35
Linguistic Patterns for Code Word Resilient Hate Speech Identification
In: Sensors ; Volume 21 ; Issue 23 (2021)
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36
Arabic Offensive and Hate Speech Detection Using a Cross-Corpora Multi-Task Learning Model
In: Informatics ; Volume 8 ; Issue 4 (2021)
Abstract: As social media platforms offer a medium for opinion expression, social phenomena such as hatred, offensive language, racism, and all forms of verbal violence have increased spectacularly. These behaviors do not affect specific countries, groups, or communities only, extending beyond these areas into people’s everyday lives. This study investigates offensive and hate speech on Arab social media to build an accurate offensive and hate speech detection system. More precisely, we develop a classification system for determining offensive and hate speech using a multi-task learning (MTL) model built on top of a pre-trained Arabic language model. We train the MTL model on the same task using cross-corpora representing a variation in the offensive and hate context to learn global and dataset-specific contextual representations. The developed MTL model showed a significant performance and outperformed existing models in the literature on three out of four datasets for Arabic offensive and hate speech detection tasks.
Keyword: Arabic language model; contextual representations; hate speech; multi-task learning; offensive language
URL: https://doi.org/10.3390/informatics8040069
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37
SWSR: A Chinese Dataset and Lexicon for Online Sexism Detection ...
Jiang, Aiqi; Xiaohan Yang; Liu, Yang. - : Zenodo, 2021
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38
A Twitter Corpus and Lexicon for Abusive Speech Detection in Serbian ...
Jokić, Danka; Stanković, Ranka; Krstev, Cvetana. - : Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021
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39
SWSR: A Chinese Dataset and Lexicon for Online Sexism Detection ...
Jiang, Aiqi; Xiaohan Yang; Liu, Yang. - : Zenodo, 2021
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40
SWSR: A Chinese Dataset and Lexicon for Sexist Hate Speech Detection ...
Jiang, Aiqi; Xiaohan Yang; Liu, Yang. - : Zenodo, 2021
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