annotations_creators:
- no-annotation
language_creators:
- found
language:
- es
license:
- mit
multilinguality:
- monolingual
size_categories:
- 100K<n<1M
source_datasets:
- cc-news
task_categories:
- summarization
- text-generation
task_ids: []
tags:
- conditional-text-generation
Dataset Card for CC-NEWS-ES-titles
Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
- Homepage:
- Repository: CC-NEWS-ES-titles dataset repository
- Paper:
- Leaderboard:
- Point of Contact: Leonardo Ignacio Córdoba
Dataset Summary
CC-NEWS-ES-titles is a Spanish-language dataset for news titles generation. The text and titles comes from 2019 and 2020 CC-NEWS data (which is part of Common Crawl).
It contains 402.310 pairs of news title and body, splitted in :
Train: 370.125
Eval: 16.092
Test: 16.092
Supported Tasks and Leaderboards
text-classification,sentiment-classification: The dataset can be used to train a model for news title generation which can be considered a subset of abstractive summarization.
Languages
The text is in Spanish. The BCP-47 code for Spanish is es.
Dataset Structure
Data Instances
Each data instance contains the following features: text and output_text.
- text is the body of the news.
- output_text is the title of the news.
An example from the CC-NEWS-ES-titles train set looks like the following:
{'text': 'Hoy en el Boletín Oficial también se publicó la disposición para universidades, institutos universitarios y de educación superior de todas las jurisdicciones, a las que recomienda que "adecúen las condiciones en que se desarrolla la actividad académica presencial en el marco de la emergencia conforme con las recomendaciones del Ministerio de Salud", según lo publicado por la agencia ',
'output_text': 'Coronavirus: "Seguimos educando", la plataforma online para que los chicos estudien en cuarentena'}
Data Fields
- 'text': a string containing the body of the news.
- 'output_text': a string containing the title of the news.
Data Splits
The CC-NEWS-ES-titles dataset has 3 splits: train, validation, and test. The splits contain disjoint sets of news.
| Dataset Split | Number of Instances in Split |
|---|---|
| Train | 370.125 |
| Eval | 16.092 |
| Test | 16.092 |
Dataset Creation
Curation Rationale
[N/A]
Source Data
Initial Data Collection and Normalization
TODO
Who are the source language producers?
Common Crawl: https://commoncrawl.org/
Annotations
The dataset does not contain any additional annotations.
Annotation process
[N/A]
Who are the annotators?
[N/A]
Personal and Sensitive Information
[N/A]
Considerations for Using the Data
Social Impact of Dataset
Abstractive summarization is a complex task and Spanish is a underrepresented language in the NLP domain. As a consequence, adding a Spanish resource may help others to improve their research and educational activities.
Discussion of Biases
[N/A]
Other Known Limitations
[N/A]
Additional Information
Dataset Curators
This dataset is maintained by Leonardo Ignacio Córdoba and was built with the help of María Gaska.
Licensing Information
[N/A]
Citation Information
TODO
Contributions
[N/A]