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--- |
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YAML tags: null |
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annotations_creators: |
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- professional translators |
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language: |
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- ca |
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license: |
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- cc-by-sa-4.0 |
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multilinguality: |
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- monolingual |
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pretty_name: copa-ca |
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task_ids: |
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- natural-language-inference |
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tags: |
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- causal-reasoning |
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- textual-entailment |
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- commonsense-reasoning |
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--- |
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# Dataset Card for COPA-ca |
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## Table of Contents |
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- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Example](#example) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Website:** https://zenodo.org/record/7973926 |
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- **Point of Contact:** langtech@bsc.es |
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### Dataset Summary |
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The COPA-ca dataset (Choice of plausible alternatives in Catalan) is a professional translation of the English COPA dataset into Catalan, commissioned by BSC LangTech Unit. The dataset consists of 1000 premises, each given a question and two choices with a label encoding which of the choices is more plausible given the annotator. |
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The dataset is split into 400 training samples, 100 validation samples, and 500 test samples. It includes the following features: 'premise', 'choice1', 'choice2', 'label', 'question', 'changed' (boolean). |
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This work is licensed under a Attribution-ShareAlike 4.0 International License. |
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### Supported Tasks and Leaderboards |
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Commonsense reasoning, Language Model |
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### Languages |
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The dataset is in Catalan (`ca-CA`). |
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## Dataset Structure |
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### Data Instances |
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Three JSON files, one for each split. |
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### Example: |
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<pre> |
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{ |
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"premise": "El meu cos va dibuixar una ombra damunt l'herba.", |
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"choice1": "El sol estava sortint.", |
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"choice2": "L'herba estava tallada.", |
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"question": "cause", |
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"label": 0, |
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"idx": 1, |
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"changed": false |
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} |
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{ |
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"premise": "La dona va tolerar el comportament difícil de la seva amiga.", |
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"choice1": "La dona sabia que la seva amiga estava passant per un moment difícil.", |
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"choice2": "A la dona li va semblar que la seva amiga s'aprofitava de la seva amabilitat.", |
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"question": "cause", |
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"label": 0, |
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"idx": 2, |
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"changed": false |
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} |
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</pre> |
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### Data Fields |
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- premise: a string feature. |
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- choice1: a string feature. |
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- choice2: a string feature. |
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- question: a string feature. |
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- label: a int64 feature. |
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- idx: a int32 feature. |
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- changed: a bool feature. |
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### Data Splits |
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* copa-ca.train.jsonl: 400 examples |
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* copa-ca.val.jsonl: 100 examples |
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* copa-ca.test.jsonl: 500 examples |
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## Dataset Creation |
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### Curation Rationale |
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We created this dataset to contribute to the development of language models in Catalan, a low-resource language. |
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### Source Data |
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[COPA](https://people.ict.usc.edu/~gordon/copa.html). |
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#### Initial Data Collection and Normalization |
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This dataset is a professional translation the English COPA dataset into Catalan, commissioned by BSC LangTech Unit within Projecte AINA. |
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#### Who are the source language producers? |
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For more information on how COPA was created, refer to the paper (Roemmele et al. 2011), or |
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visit the [COPA's webpage](https://people.ict.usc.edu/~gordon/copa.html). |
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### Annotations |
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#### Annotation process |
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[N/A] |
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#### Who are the annotators? |
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This is a professional translation of the English COPA dataset and its annotations. |
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### Personal and Sensitive Information |
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No personal or sensitive information included. |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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We hope this dataset contributes to the development of language models in Catalan, a low-resource language. |
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### Discussion of Biases |
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[N/A] |
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### Other Known Limitations |
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[N/A] |
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## Additional Information |
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### Dataset Curators |
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Language Technologies Unit at the Barcelona Supercomputing Center (langtech@bsc.es) |
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This work was funded by the [Departament de la Vicepresidència i de Polítiques Digitals i Territori de la Generalitat de Catalunya](https://politiquesdigitals.gencat.cat/ca/inici/index.html#googtrans(ca|en) within the framework of [Projecte AINA](https://politiquesdigitals.gencat.cat/ca/economia/catalonia-ai/aina). |
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### Licensing Information |
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This work is licensed under a Attribution-ShareAlike 4.0 International License |
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### Citation Information |
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[DOI](https://doi.org/10.5281/zenodo.7973926) |
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### Contributions |
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[N/A] |
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