Offensive language dataset of Croatian, English and Slovenian comments FRENK 1.1

  Authors

Ljubešić, Nikola ; Fišer, Darja ; Erjavec, Tomaž and Šulc, Ajda

  Item identifier

http://hdl.handle.net/11356/1462

 Project URL

http://nl.ijs.si/frenk/

 Demo URL

https://huggingface.co/datasets/classla/FRENK-hate-hr

 Referenced by

https://arxiv.org/pdf/1906.02045.pdf

 Date issued

2021-11-17

 Type

corpus, text

 Size

32795 texts

 Language(s)

Croatian , English , Slovenian

 Description

The FRENK dataset consists of comments to Facebook posts (news articles) of mainstream media outlets from Croatia, Great Britain, and Slovenia, on the topics of migrants and LGBT. The dataset contains whole discussion threads. Each comment is annotated by the type of socially unacceptable discourse (e.g., inappropriate, offensive, violent speech) and its target (e.g., migrants/LGBT, commenters, media). The annotation schema in its details is described in https://arxiv.org/pdf/1906.02045.pdf. Usernames in the metadata are pseudo-anonymised and removed from the comments. The data in each language (Croatian (hr), English (en), Slovenian (sl), and topic (migrants, LGBT) is divided into a training and a testing portion. The training and testing data consist of separate discussion threads, i.e., there is no cross-discussion-thread contamination between training and testing data. The sizes of the splits are the following: Croatian, migrants: 4356 training comments, 978 testing comments; Croatian LGBT: 4494 training comments, 1142 comments; English, migrants: 4540 training comments, 1285 testing comments; English, LGBT: 4819 training comments, 1017 testing comments; Slovenian, migrants: 5145 training comments, 1277 testing comments; Slovenian, LGBT: 2842 training comments, 900 testing comments. The difference to the first version of the dataset are the additions of 1. the annotation guidelines in English and 2. the link to the huggingface dataset.

 Publisher

Jožef Stefan Institute

 Acknowledgement

ARRS (Slovenian Research Agency) J7-8280 "FRENK: Resources, methods, and tools for the understanding, identification, and classification of various forms of socially unacceptable discourse in the information society"

ARRS (Slovenian Research Agency) N6-0099 "LiLaH: Linguistic Landscape of Hate Speech"

ARRS (Slovenian Research Agency) P6-0411 "Language Resources and Technologies for Slovene"

 Subject(s)

offensive language hate speech news comments

 Collection(s)

CLARIN.SI data & tools

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