Aggressive behaviour and target classification

Classifying hateful tweets (e.g., tweets where hate speech (HS) against our targets has been identified) regarding both aggressive attitude and the target harassed.

Target Range - if HS occurs (i.e. the value for the feature HS is 1), a binary value indicating if the target is a generic group of people (0) or a specific individual (1).
Aggressiveness - if HS occurs (i.e. the value for the feature HS is 1), a binary value indicating if the tweeter is aggressive (1) or not (0).

Publication

"Valerio Basile, Cristina Bosco, Elisabetta Fersini, Debora Nozza, Viviana Patti, Francisco Manuel Rangel Pardo, Paolo Rosso, Manuela Sanguinetti (2019) Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019), pages 54–63, Minneapolis, Minnesota, USA, June 6–7, 2019.
SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter. Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019), pages 54–63, Minneapolis, Minnesota, USA, June 6–7, 2019"

Competition

SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter

Language

Spanish

English

NLP topic

hate detection

Abstract task

Classification

Dataset

HateEval-ES

Year