The binary trio at SemEval-2019 Task 5: Multitarget Hate Speech Detection in Tweets

2019-06-01 · SEMEVAL 2019 6 · Patricia Chiril, Farah Benamara Zitoune, V{\'e}ronique Moriceau, Abhishek Kumar

The massive growth of user-generated web content through blogs, online forums and most notably, social media networks, led to a large spreading of hatred or abusive messages which have to be moderated. This paper proposes a supervised approach to hate speech detection towards immigrants and women in English tweets. Several models have been developed ranging from feature-engineering approaches to neural ones.

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Tasks

Feature Engineering Hate Speech Detection

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

2019-06-01 · SEMEVAL 2019 6 · Valerio Basile, Cristina Bosco, Elisabetta Fersini, Debora Nozza 외

The paper describes the organization of the SemEval 2019 Task 5 about the detection of hate speech against immigrants and women in Spanish and English messages extracted from Twitter. The task is organized in two related…

JCTDHS at SemEval-2019 Task 5: Detection of Hate Speech in Tweets using Deep Learning Methods, Character N-gram Features, and Preprocessing Methods

2019-06-01 · SEMEVAL 2019 6 · Yaakov HaCohen-Kerner, Elyashiv Shayovitz, Shalom Rochman, Eli Cahn 외

In this paper, we describe our submissions to SemEval-2019 contest. We tackled subtask A - {``}a binary classification where systems have to predict whether a tweet with a given target (women or immigrants) is hateful or…

Binary Classification General Classification Position

CiTIUS-COLE at SemEval-2019 Task 5: Combining Linguistic Features to Identify Hate Speech Against Immigrants and Women on Multilingual Tweets

2019-06-01 · SEMEVAL 2019 6 · Sattam Almatarneh, Pablo Gamallo, Francisco J. Ribadas Pena

This article describes the strategy submitted by the CiTIUS-COLE team to SemEval 2019 Task 5, a task which consists of binary classi- fication where the system predicting whether a tweet in English or in Spanish is hatef…

sthruggle at SemEval-2019 Task 5: An Ensemble Approach to Hate Speech Detection

2019-06-01 · SEMEVAL 2019 6 · Aria Nourbakhsh, Frida Vermeer, Gijs Wiltvank, Rob van der Goot

In this paper, we present our approach to detection of hate speech against women and immigrants in tweets for our participation in the SemEval-2019 Task 5. We trained an SVM and an RF classifier using character bi- and t…

Hate Speech Detection Word Embeddings

Multilingual and Multitarget Hate Speech Detection in Tweets

2019-07-01 · JEPTALNRECITAL 2019 7 · Patricia Chiril, Farah Benamara Zitoune, V{\'e}ronique Moriceau, Marl{\`e}ne Coulomb-Gully 외

Social media networks have become a space where users are free to relate their opinions and sentiments which may lead to a large spreading of hatred or abusive messages which have to be moderated. This paper proposes a s…