Datasets:
Tasks:
Summarization
Modalities:
Text
Formats:
csv
Sub-tasks:
news-articles-headline-generation
Size:
100K - 1M
| annotations_creators: | |
| - no-annotation | |
| language_creators: | |
| - machine-generated | |
| language: [] | |
| license: [] | |
| multilinguality: [] | |
| pretty_name: Goud-sum | |
| size_categories: | |
| - 100K<n<1M | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - summarization | |
| task_ids: | |
| - news-articles-headline-generation | |
| # Dataset Card for Goud summarization dataset | |
| ## Table of Contents | |
| - [Table of Contents](#table-of-contents) | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Homepage:**[Needs More Information] | |
| - **Repository:**[Needs More Information] | |
| - **Paper:**[Goud.ma: a News Article Dataset for Summarization in Moroccan Darija](https://openreview.net/forum?id=BMVq5MELb9) | |
| - **Leaderboard:**[Needs More Information] | |
| - **Point of Contact:**[Needs More Information] | |
| ### Dataset Summary | |
| Goud-sum contains 158k articles and their headlines extracted from [Goud.ma](https://www.goud.ma/) news website. The articles are written in the Arabic script. All headlines are in Moroccan Darija, while articles may be in Moroccan Darija, in Modern Standard Arabic, or a mix of both (code-switched Moroccan Darija). | |
| ### Supported Tasks and Leaderboards | |
| Text Summarization | |
| ### Languages | |
| * Moroccan Arabic (Darija) | |
| * Modern Standard Arabic | |
| ## Dataset Structure | |
| ### Data Instances | |
| The dataset consists of article-headline pairs in string format. | |
| ### Data Fields | |
| * article: a string containing the body of the news article | |
| * headline: a string containing the article's headline | |
| * categories: a list of string of article categories | |
| ### Data Splits | |
| Goud-sum dataset has 3 splits: _train_, _validation_, and _test_. Below are the number of instances in each split. | |
| | Dataset Split | Number of Instances in Split | | |
| | ------------- | ------------------------------------------- | | |
| | Train | 139,288 | | |
| | Validation | 9,497 | | |
| | Test | 9,497 | | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed] | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed] | |
| #### Who are the source language producers? | |
| The text was written by journalists at [Goud](https://www.goud.ma/). | |
| ### Annotations | |
| The dataset does not contain any additional annotations. | |
| #### Annotation process | |
| [N/A] | |
| #### Who are the annotators? | |
| [N/A] | |
| ### Personal and Sensitive Information | |
| [More Information Needed] | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed] | |
| ### Discussion of Biases | |
| [More Information Needed] | |
| ### Other Known Limitations | |
| [More Information Needed] | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More Information Needed] | |
| ### Licensing Information | |
| [More Information Needed] | |
| ### Citation Information | |
| ``` | |
| @inproceedings{issam2022goudma, | |
| title={Goud.ma: a News Article Dataset for Summarization in Moroccan Darija}, | |
| author={Abderrahmane Issam and Khalil Mrini}, | |
| booktitle={3rd Workshop on African Natural Language Processing}, | |
| year={2022}, | |
| url={https://openreview.net/forum?id=BMVq5MELb9} | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@issam9](https://github.com/issam9) and [@KhalilMrini](https://github.com/KhalilMrini) for adding this dataset. | |