| --- |
| annotations_creators: |
| - crowdsourced |
| language_creators: |
| - crowdsourced |
| language: |
| - fr |
| license: |
| - mit |
| multilinguality: |
| - monolingual |
| size_categories: |
| - 1K<n<10K |
| source_datasets: |
| - original |
| task_categories: |
| - question-answering |
| task_ids: |
| - extractive-qa |
| - open-domain-qa |
| pretty_name: Piaf |
| language_bcp47: |
| - fr-FR |
| dataset_info: |
| config_name: plain_text |
| features: |
| - name: id |
| dtype: string |
| - name: title |
| dtype: string |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: text |
| dtype: string |
| - name: answer_start |
| dtype: int32 |
| splits: |
| - name: train |
| num_bytes: 3332877 |
| num_examples: 3835 |
| download_size: 650352 |
| dataset_size: 3332877 |
| configs: |
| - config_name: plain_text |
| data_files: |
| - split: train |
| path: plain_text/train-* |
| default: true |
| --- |
| |
| # Dataset Card for Piaf |
|
|
| ## 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:** [https://piaf.etalab.studio](https://piaf.etalab.studio) |
| - **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:** 1.31 MB |
| - **Size of the generated dataset:** 3.18 MB |
| - **Total amount of disk used:** 4.49 MB |
|
|
| ### Dataset Summary |
|
|
| Piaf is a reading comprehension dataset. This version, published in February 2020, contains 3835 questions on French Wikipedia. |
|
|
| ### 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 |
|
|
| #### plain_text |
| |
| - **Size of downloaded dataset files:** 1.31 MB |
| - **Size of the generated dataset:** 3.18 MB |
| - **Total amount of disk used:** 4.49 MB |
| |
| An example of 'train' looks as follows. |
| ``` |
| { |
| "answers": { |
| "answer_start": [0], |
| "text": ["Voici"] |
| }, |
| "context": "Voici le contexte du premier paragraphe du deuxième article.", |
| "id": "p140295460356960", |
| "question": "Suis-je la troisième question ?", |
| "title": "Jakob Böhme" |
| } |
| ``` |
| |
| ### Data Fields |
|
|
| The data fields are the same among all splits. |
|
|
| #### plain_text |
| - `id`: a `string` feature. |
| - `title`: a `string` feature. |
| - `context`: a `string` feature. |
| - `question`: a `string` feature. |
| - `answers`: a dictionary feature containing: |
| - `text`: a `string` feature. |
| - `answer_start`: a `int32` feature. |
|
|
| ### Data Splits |
|
|
| | name | train | |
| |------------|------:| |
| | plain_text | 3835 | |
| |
| ## 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 |
| |
| ``` |
| @InProceedings{keraron-EtAl:2020:LREC, |
| author = {Keraron, Rachel and Lancrenon, Guillaume and Bras, Mathilde and Allary, Frédéric and Moyse, Gilles and Scialom, Thomas and Soriano-Morales, Edmundo-Pavel and Staiano, Jacopo}, |
| title = {Project PIAF: Building a Native French Question-Answering Dataset}, |
| booktitle = {Proceedings of The 12th Language Resources and Evaluation Conference}, |
| month = {May}, |
| year = {2020}, |
| address = {Marseille, France}, |
| publisher = {European Language Resources Association}, |
| pages = {5483--5492}, |
| abstract = {Motivated by the lack of data for non-English languages, in particular for the evaluation of downstream tasks such as Question Answering, we present a participatory effort to collect a native French Question Answering Dataset. Furthermore, we describe and publicly release the annotation tool developed for our collection effort, along with the data obtained and preliminary baselines.}, |
| url = {https://www.aclweb.org/anthology/2020.lrec-1.673} |
| } |
| |
| ``` |
| |
| |
| ### Contributions |
| |
| Thanks to [@lewtun](https://github.com/lewtun), [@lhoestq](https://github.com/lhoestq), [@thomwolf](https://github.com/thomwolf), [@albertvillanova](https://github.com/albertvillanova), [@RachelKer](https://github.com/RachelKer) for adding this dataset. |
