Datasets:
Tasks:
Text Classification
Sub-tasks:
intent-classification
Languages:
English
Size:
10K<n<100K
License:
| annotations_creators: | |
| - found | |
| language_creators: | |
| - found | |
| languages: | |
| - en | |
| licenses: | |
| - cc-by-sa-3-0 | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 10K<n<100K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - text-classification | |
| task_ids: | |
| - intent-classification | |
| # Dataset Card for [Dataset Name] | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-instances) | |
| - [Data Splits](#data-instances) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| ## Dataset Description | |
| - **Homepage:** https://github.com/Vicomtech/hate-speech-dataset | |
| - **Repository:** https://github.com/Vicomtech/hate-speech-dataset | |
| - **Paper:** https://www.aclweb.org/anthology/W18-51.pdf | |
| - **Leaderboard:** | |
| - **Point of Contact:** | |
| ### Dataset Summary | |
| These files contain text extracted from Stormfront, a white supremacist forum. A random set of forums posts have been sampled from | |
| several subforums and split into sentences. Those sentences have been manually labelled as containing hate speech or not, according | |
| to certain annotation guidelines. | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed] | |
| ### Languages | |
| English | |
| ## Dataset Structure | |
| ### Data Instances | |
| [More Information Needed] | |
| ### Data Fields | |
| - text: the provided sentence | |
| - user_id: information to make it possible to re-build the conversations these sentences belong to | |
| - subforum_id: information to make it possible to re-build the conversations these sentences belong to | |
| - num_contexts: number of previous posts the annotator had to read before making a decision over the category of the sentence | |
| - label: hate, noHate, relation (sentence in the post doesn't contain hate speech on their own, but combination of serveral sentences does) | |
| or idk/skip (sentences that are not written in English or that don't contain information as to be classified into hate or noHate) | |
| ### Data Splits | |
| [More Information Needed] | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed] | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed] | |
| #### Who are the source language producers? | |
| [More Information Needed] | |
| ### Annotations | |
| #### Annotation process | |
| [More Information Needed] | |
| #### Who are the annotators? | |
| [More Information Needed] | |
| ### Personal and Sensitive Information | |
| [More Information Needed] | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed] | |
| ### Discussion of Biases | |
| [More Information Needed] | |
| ### Other Known Limitations | |
| [More Information Needed] | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More Information Needed] | |
| ### Licensing Information | |
| [More Information Needed] | |
| ### Citation Information | |
| ``` | |
| @inproceedings{gibert2018hate, | |
| title = "{Hate Speech Dataset from a White Supremacy Forum}", | |
| author = "de Gibert, Ona and | |
| Perez, Naiara and | |
| Garc{\'\i}a-Pablos, Aitor and | |
| Cuadros, Montse", | |
| booktitle = "Proceedings of the 2nd Workshop on Abusive Language Online ({ALW}2)", | |
| month = oct, | |
| year = "2018", | |
| address = "Brussels, Belgium", | |
| publisher = "Association for Computational Linguistics", | |
| url = "https://www.aclweb.org/anthology/W18-5102", | |
| doi = "10.18653/v1/W18-5102", | |
| pages = "11--20", | |
| } | |
| ``` | |