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--- |
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license: cc-by-4.0 |
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task_categories: |
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- text-classification |
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- token-classification |
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language: |
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- en |
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- nl |
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- ru |
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- es |
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- fr |
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tags: |
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- emotion |
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- explainability |
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- cross-lingual |
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pretty_name: exalt |
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size_categories: |
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- 1K<n<10K |
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--- |
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<p align="center" style="margin:0;padding:0"> |
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<img src="https://lt3.ugent.be/exalt/img/emotions.jpg" alt="EXALT logo" width="150" style="margin-left:'auto' margin-right:'auto' display:'block'"/> |
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</p> |
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# Dataset Card for EXALT-v1 |
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<!-- Provide a quick summary of the dataset. --> |
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A cross-lingual Emotion Detection dataset with an explainability component ie. Trigger Word Detection. We provide training data in English along with test data in 5 languages (Dutch, Russian, Spanish, English, and French). |
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For additional details, please refer our website at: [lt3.ugent.be/exalt](lt3.ugent.be/exalt) |
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## Dataset Details |
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### Dataset Description |
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A cross-lingual emotion detection & explainability dataset, that consists of two sub-tasks: |
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- Cross-lingual emotion detection task: Predict for each tweet the correct emotion label from 6 possible classes: Love, Joy, Anger, Fear, Sadness, Neutral in five target languages. English train set of ~6000 tweets, which can be used for training and validation. Smaller test sets of ~500 tweets for each of the test languages. |
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- Predict the text span triggering the predicted emotion label: Trigger word detection, a token-classification task that is focused on explaining which words are used to express the emotion. Detailed information on how these trigger words have been labeled can be found in the [annotation guidelines](https://biblio.ugent.be/publication/01HHSH3CDPHWA217Y73PHAVK5R). |
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- **Curated by:** [LT3 Ghent University](lt3.ugent.be) |
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- **Language(s) (NLP):** English, Dutch, French, Spanish, Russian |
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- **License:** CC4.0 |
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### Dataset Sources [optional] |
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<!-- Provide the basic links for the dataset. --> |
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- **Website** [lt3.ugent.be/exalt](lt3.ugent.be/exalt) |
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- **Shared Task** [Codalab EXALT v1](https://codalab.lisn.upsaclay.fr/competitions/17730) |
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- **Paper:** [coming soon] |
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## Citation |
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<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. --> |
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**BibTeX:** |
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[More Information Needed] |
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## Dataset Card Contact |
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[Aaron Maladry](mailto:[email protected]) |
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[Pranaydeep Singh](mailto:[email protected]) |
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[Els Lefever](mailto:[email protected]) |
