| dc.contributor.author |
Ljubešić, Nikola |
| dc.contributor.author |
Fišer, Darja |
| dc.contributor.author |
Erjavec, Tomaž |
| dc.contributor.author |
Šulc, Ajda |
| dc.date.accessioned |
2021-11-18T09:54:10Z |
| dc.date.available |
2021-11-18T09:54:10Z |
| dc.date.issued |
2021-11-17 |
| dc.identifier.uri |
http://hdl.handle.net/11356/1462 |
| dc.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. |
| dc.language.iso |
hrv |
| dc.language.iso |
eng |
| dc.language.iso |
slv |
| dc.publisher |
Jožef Stefan Institute |
| dc.relation.isreferencedby |
https://arxiv.org/pdf/1906.02045.pdf |
| dc.relation.replaces |
http://hdl.handle.net/11356/1433 |
| dc.rights |
CLARIN.SI Licence ACA ID-BY-NC-INF-NORED 1.0 |
| dc.rights.uri |
https://clarin.si/repository/xmlui/page/licence-aca-id-by-nc-inf-nored-1.0 |
| dc.rights.label |
ACA |
| dc.source.uri |
https://nl.ijs.si/frenk/ |
| dc.subject |
offensive language |
| dc.subject |
hate speech |
| dc.subject |
news comments |
| dc.title |
Offensive language dataset of Croatian, English and Slovenian comments FRENK 1.1 |
| dc.type |
corpus |
| metashare.ResourceInfo#ContentInfo.mediaType |
text |
| has.files |
yes |
| branding |
CLARIN.SI data & tools |
| demo.uri |
https://huggingface.co/datasets/classla/FRENK-hate-hr |
| contact.person |
Nikola Ljubešić nikola.ljubesic@ijs.si Jožef Stefan Institute |
| sponsor |
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 nationalFunds |
| sponsor |
ARRS (Slovenian Research Agency) N6-0099 LiLaH: Linguistic Landscape of Hate Speech nationalFunds |
| sponsor |
ARRS (Slovenian Research Agency) P6-0411 Language Resources and Technologies for Slovene nationalFunds |
| size.info |
32795 texts |
| files.count |
2 |
| files.size |
4701352 |
