| | --- |
| | pretty_name: Extreme Summarization (XSum) in Dutch |
| | language: |
| | - nl |
| | paperswithcode_id: xsum_dutch |
| | task_categories: |
| | - summarization |
| | task_ids: |
| | - news-articles-summarization |
| | train-eval-index: |
| | - config: default |
| | task: summarization |
| | task_id: summarization |
| | splits: |
| | train_split: train |
| | eval_split: test |
| | col_mapping: |
| | document: text |
| | summary: target |
| | metrics: |
| | - type: rouge |
| | name: Rouge |
| | --- |
| | |
| | # Dataset Card for "xsum_dutch" 🇳🇱🇧🇪 Dataset |
| | |
| | ## 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 |
| | |
| | The Xsum Dutch 🇳🇱🇧🇪 Dataset is an English-language dataset translated to Dutch. |
| | |
| | *This dataset currently (Aug '22) has a single config, which is |
| | config `default` of [xsum](https://huggingface.co/datasets/xsum) translated to Dutch |
| | with [yhavinga/t5-base-36L-ccmatrix-multi](https://huggingface.co/yhavinga/t5-base-36L-ccmatrix-multi).* |
| | |
| | - **Homepage:** [https://github.com/EdinburghNLP/XSum/tree/master/XSum-Dataset](https://github.com/EdinburghNLP/XSum/tree/master/XSum-Dataset) |
| | - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | - **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | - **Size of downloaded dataset files:** 245.38 MB |
| | - **Size of the generated dataset:** 507.60 MB |
| | - **Total amount of disk used:** 752.98 MB |
| | |
| | ### Dataset Summary |
| | |
| | Extreme Summarization (XSum) Dataset. |
| | |
| | There are three features: |
| | - document: Input news article. |
| | - summary: One sentence summary of the article. |
| | - id: BBC ID of the article. |
| | |
| | ### Supported Tasks and Leaderboards |
| | |
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | |
| | ### Languages |
| | |
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | |
| | ## Dataset Structure |
| | |
| | ### Data Instances |
| | |
| | #### default |
| | |
| | - **Size of downloaded dataset files:** 245.38 MB |
| | - **Size of the generated dataset:** 507.60 MB |
| | - **Total amount of disk used:** 752.98 MB |
| | |
| | An example of 'validation' looks as follows. |
| | ``` |
| | { |
| | "document": "some-body", |
| | "id": "29750031", |
| | "summary": "some-sentence" |
| | } |
| | ``` |
| | |
| | ### Data Fields |
| | |
| | The data fields are the same among all splits. |
| | |
| | #### default |
| | - `document`: a `string` feature. |
| | - `summary`: a `string` feature. |
| | - `id`: a `string` feature. |
| | |
| | ### Data Splits |
| | |
| | | name |train |validation|test | |
| | |-------|-----:|---------:|----:| |
| | |default|204045| 11332|11334| |
| | |
| | ## Dataset Creation |
| | |
| | ### Curation Rationale |
| | |
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | |
| | ### Source Data |
| | |
| | #### Initial Data Collection and Normalization |
| | |
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | |
| | #### Who are the source language producers? |
| | |
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | |
| | ### Annotations |
| | |
| | #### Annotation process |
| | |
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | |
| | #### Who are the annotators? |
| | |
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | |
| | ### Personal and Sensitive Information |
| | |
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | |
| | ## Considerations for Using the Data |
| | |
| | ### Social Impact of Dataset |
| | |
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | |
| | ### Discussion of Biases |
| | |
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | |
| | ### Other Known Limitations |
| | |
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | |
| | ## Additional Information |
| | |
| | ### Dataset Curators |
| | |
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | |
| | ### Licensing Information |
| | |
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | |
| | ### Citation Information |
| | |
| | ``` |
| | |
| | @article{Narayan2018DontGM, |
| | title={Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization}, |
| | author={Shashi Narayan and Shay B. Cohen and Mirella Lapata}, |
| | journal={ArXiv}, |
| | year={2018}, |
| | volume={abs/1808.08745} |
| | } |
| | |
| | ``` |
| | |
| | |
| | ### Contributions |
| | |
| | Thanks to [@thomwolf](https://github.com/thomwolf), [@lewtun](https://github.com/lewtun), [@mariamabarham](https://github.com/mariamabarham), [@jbragg](https://github.com/jbragg), [@lhoestq](https://github.com/lhoestq), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding the English version of this dataset. |
| | The dataset was translated on Cloud TPU compute generously provided by Google through the |
| | [TPU Research Cloud](https://sites.research.google/trc/). |
| | |
