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README.md
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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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