Scientific journal paper Q1
The expression of hate speech against Afro-descendant, Roma, and LGBTQ+ communities in YouTube comments
Paula Carvalho (Carvalho, P.); Danielle Caled (Caled, D.); Cláudia Silva (Silva, C.); Fernando Batista (Batista, F.); Ricardo Ribeiro (Ribeiro, R.);
Journal Title
Journal of Language Aggression and Conflict
Year (definitive publication)
N/A
Language
English
Country
United States of America
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Abstract
This paper addresses the specificities of online hate speech against the Afro-descendant, Roma, and LGBTQ+ communities in Portugal. The research is based on the analysis of CO-HATE, a corpus composed of 20,590 YouTube comments, which were manually annotated following detailed guidelines created for that purpose. We applied methods from corpus linguistics to assess the prevalence of overt and covert hate speech, counter-speech, and offensive speech, considering different grounds of discrimination, and to investigate the main linguistic and rhetorical strategies underlying hatred messages. The research results highlight the importance of tackling covert hate speech, a recurring phenomenon often anchored in irony and fallacious argumentation, including the emotional appeal to fear and the implicit call to action. We believe this study will aid in advancing the analysis of online hate speech, while promoting the development of efficient automated detection models, specifically regarding the Portuguese language.
Acknowledgements
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Keywords
Overt hate speech,Covert hate speech,Counter-speech,Afrophobia,Romaphobia,LGBTQphobia
  • Electrical Engineering, Electronic Engineering, Information Engineering - Engineering and Technology
  • Languages and Literature - Humanities
Funding Records
Funding Reference Funding Entity
759274510 Fundação para a Ciência e a Tecnologia
SFRH/BD/145561/2019 Fundação para a Ciência e a Tecnologia
UIDP/50009/2020-IST-ID ITI-LARSyS
UIDB/50021/2020 INESC-ID

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