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

Name: Offensive language dataset of Croatian, English and Slovenian comments FRENK 1.1
License: https://clarin.si/repository/xmlui/page/licence-aca-id-by-nc-inf-nored-1.0

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

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

CLARIN.SI data & tools

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

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

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

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

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

Datum objave: 2021-11-17

Vrsta: corpus, text

Velikost: 32795 texts

Jezik(i): Croatian , English , Slovenian

Opis: 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.