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Article dans une revue Procedia Computer Science Année : 2020

Building a formal model for hate detection in French corpora

Résumé

This paper investigates the development of a formal model in order to analyse online hate in French corpora. Relevant concepts are identified by exploiting several sources: the cognitive foundations of the appraisal theory, according to which people's emotional response are based on their own evaluative judgments or appraisals of situations, events or objects; a linguistic model of how different kinds of modalities applied to predicative contents are expressed in textual data; several definitions of a hate speech. Based on those inputs, a formal model was developed to describe online hate speech. The model highlights different categories of hate targets and actions, and emphasizes the importance of context for online hate detection.
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Dates et versions

hal-03184124, version 1 (29-03-2021)

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Delphine Battistelli, Cyril Bruneau, Valentina Dragos. Building a formal model for hate detection in French corpora. Procedia Computer Science, 2020, Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES2020, 176, pp.2358 - 2365. ⟨10.1016/j.procs.2020.09.299⟩. ⟨hal-03184124⟩
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