ETHOS Hate Speech Dataset
ETHOS: multi-labEl haTe speecH detectiOn dataSet. This repository contains a dataset for hate speech detection on social media platforms, called Ethos. There are two variations of the dataset:
- Ethos_Dataset_Binary.csv[Ethos_Dataset_Binary.csv] contains 998 comments in the dataset alongside with a label about hate speech presence or absence. 565 of them do not contain hate speech, while the rest of them, 433, contain.
- Ethos_Dataset_Multi_Label.csv [Ethos_Dataset_Multi_Label.csv] which contains 8 labels for the 433 comments with hate speech content. These labels are violence (if it incites (1) or not (0) violence), directed_vs_general (if it is directed to a person (1) or a group (0)), and 6 labels about the category of hate speech like, gender, race, national_origin, disability, religion and sexual_orientation.
Ethos /ˈiːθɒs/
is a Greek word meaning “character” that is used to describe the guiding beliefs or ideals that characterize a community, nation, or ideology. The Greeks also used this word to refer to the power of music to influence emotions, behaviors, and even morals.
Please check our older dataset as well: https://intelligence.csd.auth.gr/topics/hate-speech-detection/
Reference
Please if you use this dataset in your research cite out preprint paper: ETHOS: a multi-label hate speech detection dataset
@article{mollas_ethos_2022,
title = {{ETHOS}: a multi-label hate speech detection dataset},
issn = {2198-6053},
url = {https://doi.org/10.1007/s40747-021-00608-2},
doi = {10.1007/s40747-021-00608-2},
journal = {Complex \& Intelligent Systems},
author = {Mollas, Ioannis and Chrysopoulou, Zoe and Karlos, Stamatis and Tsoumakas, Grigorios},
month = jan,
year = {2022},
}
Contributors on Ethos
| Name | |
|---|---|
| Grigorios Tsoumakas | greg@csd.auth.gr |
| Ioannis Mollas | iamollas@csd.auth.gr |
| Zoe Chrysopoulou | zoichrys@csd.auth.gr |
| Stamatis Karlos | stkarlos@csd.auth.gr |