Corpus ID: 212747834

X -stance: A Multilingual Multi-Target Dataset for Stance Detection

@article{Vamvas2020XA,
  title={X -stance: A Multilingual Multi-Target Dataset for Stance Detection},
  author={Jannis Vamvas and Rico Sennrich},
  journal={ArXiv},
  year={2020},
  volume={abs/2003.08385}
}
We extract a large-scale stance detection dataset from comments written by candidates of elections in Switzerland. The dataset consists of German, French and Italian text, allowing for a cross-lingual evaluation of stance detection. It contains 67 000 comments on more than 150 political issues (targets). Unlike stance detection models that have specific target issues, we use the dataset to train a single model on all the issues. To make learning across targets possible, we prepend to each… Expand

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