| --- |
| pretty_name: FaQuAD |
| annotations_creators: |
| - expert-generated |
| language_creators: |
| - found |
| language: |
| - pt |
| license: |
| - cc-by-4.0 |
| multilinguality: |
| - monolingual |
| size_categories: |
| - n<1K |
| source_datasets: |
| - extended|wikipedia |
| task_categories: |
| - question-answering |
| task_ids: |
| - extractive-qa |
| |
| train-eval-index: |
| - config: plain_text |
| task: question-answering |
| task_id: extractive_question_answering |
| splits: |
| train_split: train |
| eval_split: validation |
| col_mapping: |
| question: question |
| context: context |
| answers: |
| text: text |
| answer_start: answer_start |
| metrics: |
| - type: squad |
| name: SQuAD |
| --- |
| |
| # Dataset Card for FaQuAD |
|
|
| ## 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:** https://github.com/liafacom/faquad |
| - **Repository:** https://github.com/liafacom/faquad |
| - **Paper:** https://ieeexplore.ieee.org/document/8923668/ |
| <!-- - **Leaderboard:** --> |
| - **Point of Contact:** Eraldo R. Fernandes <eraldoluis@gmail.com> |
|
|
| ### Dataset Summary |
|
|
| Academic secretaries and faculty members of higher education institutions face a common problem: |
| the abundance of questions sent by academics |
| whose answers are found in available institutional documents. |
| The official documents produced by Brazilian public universities are vast and disperse, |
| which discourage students to further search for answers in such sources. |
| In order to lessen this problem, we present FaQuAD: |
| a novel machine reading comprehension dataset |
| in the domain of Brazilian higher education institutions. |
| FaQuAD follows the format of SQuAD (Stanford Question Answering Dataset) [Rajpurkar et al. 2016]. |
| It comprises 900 questions about 249 reading passages (paragraphs), |
| which were taken from 18 official documents of a computer science college |
| from a Brazilian federal university |
| and 21 Wikipedia articles related to Brazilian higher education system. |
| As far as we know, this is the first Portuguese reading comprehension dataset in this format. |
|
|
| ### Supported Tasks and Leaderboards |
|
|
| [More Information Needed] |
|
|
| ### Languages |
|
|
| [More Information Needed] |
|
|
| ## Dataset Structure |
|
|
| ### Data Instances |
|
|
| [More Information Needed] |
|
|
| ### Data Fields |
|
|
| | name |train|validation| |
| |---------|----:|----:| |
| |faquad|837|63| |
|
|
| ### Data Splits |
|
|
| [More Information Needed] |
|
|
| ## Dataset Creation |
|
|
| ### Curation Rationale |
|
|
| [More Information Needed] |
|
|
| ### Source Data |
|
|
| #### Initial Data Collection and Normalization |
|
|
| [More Information Needed] |
|
|
| #### Who are the source language producers? |
|
|
| [More Information Needed] |
|
|
| ### Annotations |
|
|
| #### Annotation process |
|
|
| [More Information Needed] |
|
|
| #### Who are the annotators? |
|
|
| [More Information Needed] |
|
|
| ### 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 |
|
|
| [More Information Needed] |
|
|
| ### Contributions |
|
|
| Thanks to [@github-username](https://github.com/<github-username>) for adding this dataset. |
|
|
