Annotating social data with speaker/user engagement. Illustration on online hate characterization in French
Annoter les données sociales à l'aide de la notion d'engagement. Illustration sur la caractérisation de la haine en ligne en français
Résumé
This paper presents an annotation framework relying on the linguistic notion of speaker/user engagement. This notion is suitable for a finer characterization of online hateful discourse as it allows addressing the following question: does the speaker engage himself to the truthfulness of hate content? Two resources were built to support the annotation framework: a taxonomy of speaker/user engagement degrees and a rich semantic resource of pictograms/emoticons. The paper describes the resources used and the annotation process. Preliminary experiments and results on sexism characterization in French are also presented.
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