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        <title>The Role of Computational Stylometry in Identifying (Misogynistic) Aggression in English Social Media Texts</title>
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            <title>Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying</title>
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    <abstract>In this paper, we describe UniOr_ExpSys team participation in TRAC-2 (Trolling, Aggression and Cyberbullying) shared task, a workshop organized as part of LREC 2020. TRAC-2 shared task is organized in two sub-tasks: Aggression Identification (a 3-way classification between “Overtly Aggressive”, “Covertly Aggressive” and “Non-aggressive” text data) and Misogynistic Aggression Identification (a binary classifier for classifying the texts as “gendered” or “non-gendered”). Our approach is based on linguistic rules, stylistic features extraction through stylometric analysis and Sequential Minimal Optimization algorithm in building the two classifiers.</abstract>
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%0 Conference Proceedings
%T The Role of Computational Stylometry in Identifying (Misogynistic) Aggression in English Social Media Texts
%A Pascucci, Antonio
%A Manna, Raffaele
%A Masucci, Vincenzo
%A Monti, Johanna
%S Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying
%D 2020
%8 May
%I European Language Resources Association (ELRA)
%C Marseille, France
%@ 979-10-95546-56-6
%G English
%F pascucci-etal-2020-role
%X In this paper, we describe UniOr_ExpSys team participation in TRAC-2 (Trolling, Aggression and Cyberbullying) shared task, a workshop organized as part of LREC 2020. TRAC-2 shared task is organized in two sub-tasks: Aggression Identification (a 3-way classification between “Overtly Aggressive”, “Covertly Aggressive” and “Non-aggressive” text data) and Misogynistic Aggression Identification (a binary classifier for classifying the texts as “gendered” or “non-gendered”). Our approach is based on linguistic rules, stylistic features extraction through stylometric analysis and Sequential Minimal Optimization algorithm in building the two classifiers.
%U https://aclanthology.org/2020.trac-1.11
%P 69-75

Markdown (Informal)

[The Role of Computational Stylometry in Identifying (Misogynistic) Aggression in English Social Media Texts](https://aclanthology.org/2020.trac-1.11) (Pascucci et al., TRAC 2020)

• The Role of Computational Stylometry in Identifying (Misogynistic) Aggression in English Social Media Texts (Pascucci et al., TRAC 2020)

ACL

• Antonio Pascucci, Raffaele Manna, Vincenzo Masucci, and Johanna Monti. 2020. The Role of Computational Stylometry in Identifying (Misogynistic) Aggression in English Social Media Texts. In Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying, pages 69–75, Marseille, France. European Language Resources Association (ELRA).