Datasets:
YAML tags: null
annotations_creators:
- professional translators
language:
- ca
license:
- cc-by-sa-4.0
multilinguality:
- monolingual
pretty_name: copa-ca
task_ids:
- natural-language-inference
tags:
- causal-reasoning
- textual-entailment
- commonsense-reasoning
Dataset Card for COPA-ca
Table of Contents
- Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
- Website: https://zenodo.org/record/7973926
- Point of Contact: langtech@bsc.es
Dataset Summary
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.
The dataset is split into 400 training samples, 100 validation samples, and 500 test samples. It includes the following features: 'premise', 'choice1', 'choice2', 'question', 'label', 'idx', 'changed'.
This work is licensed under a Attribution-ShareAlike 4.0 International License.
Supported Tasks and Leaderboards
Commonsense reasoning, Language Model
Languages
The dataset is in Catalan (ca-CA).
Dataset Structure
Data Instances
Three JSON files, one for each split.
Example:
{
"premise": "El meu cos va dibuixar una ombra damunt l'herba.",
"choice1": "El sol estava sortint.",
"choice2": "L'herba estava tallada.",
"question": "cause",
"label": 0,
"idx": 1,
"changed": false
}
{
"premise": "La dona va tolerar el comportament difícil de la seva amiga.",
"choice1": "La dona sabia que la seva amiga estava passant per un moment difícil.",
"choice2": "A la dona li va semblar que la seva amiga s'aprofitava de la seva amabilitat.",
"question": "cause",
"label": 0,
"idx": 2,
"changed": false
}
Data Fields
- premise: a string feature.
- choice1: a string feature.
- choice2: a string feature.
- question: a string feature.
- label: a int64 feature.
- idx: a int32 feature.
- changed: a bool feature.
Data Splits
- copa-ca.train.jsonl: 400 examples
- copa-ca.val.jsonl: 100 examples
- copa-ca.test.jsonl: 500 examples
Dataset Creation
Curation Rationale
We created this dataset to contribute to the development of language models in Catalan, a low-resource language.
Source Data
COPA.
Initial Data Collection and Normalization
This dataset is a professional translation the English COPA dataset into Catalan, commissioned by BSC LangTech Unit within Projecte AINA.
Who are the source language producers?
For more information on how COPA was created, refer to the paper (Roemmele et al. 2011), or visit the COPA's webpage.
Annotations
Annotation process
[N/A]
Who are the annotators?
This is a professional translation of the English COPA dataset and its annotations.
Personal and Sensitive Information
No personal or sensitive information included.
Considerations for Using the Data
Social Impact of Dataset
We hope this dataset contributes to the development of language models in Catalan, a low-resource language.
Discussion of Biases
[N/A]
Other Known Limitations
[N/A]
Additional Information
Dataset Curators
Language Technologies Unit at the Barcelona Supercomputing Center (langtech@bsc.es)
This work was funded by the Departament de la Vicepresidència i de Polítiques Digitals i Territori de la Generalitat de Catalunya within the framework of Projecte AINA.
Licensing Information
This work is licensed under a Attribution-ShareAlike 4.0 International License
Citation Information
Contributions
[N/A]