| | --- |
| | 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. |
