Datasets:
Tasks:
Text Classification
Modalities:
Text
Sub-tasks:
fact-checking
Languages:
Arabic
Size:
1K<n<10K
ArXiv:
License:
| annotations_creators: | |
| - crowdsourced | |
| language_creators: | |
| - found | |
| languages: | |
| - ar | |
| licenses: | |
| - cc-by-4.0 | |
| multilinguality: | |
| - monolingual | |
| pretty_name: ara-stance | |
| size_categories: | |
| - 1K<n<10K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - text-classification | |
| task_ids: | |
| - fact-checking | |
| # Dataset Card for AraStance | |
| ## Table of Contents | |
| - [Table of Contents](#table-of-contents) | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [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) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Repository:** [https://github.com/Tariq60/arastance](https://github.com/Tariq60/arastance) | |
| - **Paper:** [http://ceur-ws.org/Vol-2624/paper9.pdf](http://ceur-ws.org/Vol-2624/paper9.pdf), [https://arxiv.org/abs/2003.08385](https://arxiv.org/abs/2003.08385) | |
| - **Point of Contact:** [Jannis Vamvas](https://twitter.com/j_vamvas) | |
| ### Dataset Summary | |
| The AraStance dataset contains true and false claims, where each claim is paired with one or more documents. Each claim–article pair has a stance label: agree, disagree, discuss, or unrelated. | |
| ### Languages | |
| Arabic | |
| ## Dataset Structure | |
| ### Data Instances | |
| ``` | |
| { | |
| 'id': '0', | |
| 'question': 'Eine Volksinitiative fordert, dass die Gesamtfläche der Bauzonen in der Schweiz für die nächsten 20 Jahre auf dem heutigen Stand begrenzt wird. Befürworten Sie dieses Anliegen?', | |
| 'comment': 'Eine fixe Grösse verbieten, ist das falsche Mittel', ' | |
| 'label': 0 | |
| } | |
| ``` | |
| ### Data Fields | |
| - `id`: a 'string' feature. | |
| - `question`: a 'string' expressing a claim/topic. | |
| - `comment`: a 'string' to be classified for its stance to the source. | |
| - `label`: | |
| ``` | |
| 0: "AGAINST", | |
| 1: "FAVOR" | |
| ``` | |
| ### Data Splits | |
| |languages|name|instances| | |
| |---------|----|----:| | |
| |de|train|33850| | |
| |de|validation|2871| | |
| |de|test|11891| | |
| |fr|train|11790| | |
| |fr|validation|1055| | |
| |fr|test|5814| | |
| ## 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 | |
| [MIT License](https://github.com/ZurichNLP/xstance/blob/master/LICENSE) | |
| ### Citation Information | |
| ``` | |
| @article{arastance, | |
| url = {https://arxiv.org/abs/2104.13559}, | |
| author = {Alhindi, Tariq and Alabdulkarim, Amal and Alshehri, Ali and Abdul-Mageed, Muhammad and Nakov, Preslav}, | |
| title = {AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact Checking}, | |
| year = {2021}, | |
| copyright = {Creative Commons Attribution 4.0 International} | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [mkonxd](https://github.com/mkonxd), [leondz](https://github.com/leondz) for adding this dataset. |