README.md

metadata

annotations_creators:
  - crowdsourced
language_creators:
  - found
languages:
  - de
  - fr
licenses:
  - mit
multilinguality:
  - multilingual
pretty_name: X-Stance
size_categories:
  - 10K<n<100K
source_datasets: []
task_categories:
  - text-classification
task_ids:
  - fact-checking
  - text-classification-other-stance-detection

Dataset Card for X-Stance

Table of Contents

• Table of Contents
• Dataset Description
  • Dataset Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information
  • Contributions

Dataset Description

• Repository: https://github.com/ZurichNLP/xstance
• Paper: http://ceur-ws.org/Vol-2624/paper9.pdf, https://arxiv.org/abs/2003.08385
• Point of Contact: Jannis Vamvas

Dataset Summary

The x-stance dataset contains more than 150 political questions, and 67k comments written by candidates on those questions. The comments are partly German, partly French and Italian. The data have been extracted from the Swiss voting advice platform Smartvote.

Languages

German, French/Italian

Dataset Structure

Data Instances

An example of 'train' looks as follows:

{
    '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

Citation Information

@article{vamvas2020x,
  title={X-stance: A multilingual multi-target dataset for stance detection},
  author={Vamvas, Jannis and Sennrich, Rico},
  journal={arXiv preprint arXiv:2003.08385},
  year={2020}
}

Contributions

Thanks to mkonxd, leondz for adding this dataset.