| --- |
| annotations_creators: |
| - no-annotation |
| language_creators: |
| - found |
| - machine-generated |
| language: |
| - en |
| - pt |
| license: |
| - lgpl-3.0 |
| multilinguality: |
| - multilingual |
| - translation |
| pretty_name: AskDocs |
| size_categories: |
| - 100K<n<1M |
| source_datasets: |
| - extended|eli5 |
| task_categories: |
| - abstractive-qa |
| - closed-domain-abstrative-qa |
| task_ids: |
| - text2text-generation |
| --- |
| |
| # Dataset Card for askD |
|
|
| ## 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 |
|
|
| - **Repository:** https://github.com/ju-resplande/askD |
| - **Paper:** |
| - **Leaderboard:** |
| - **Point of Contact:** |
|
|
| ### Dataset Summary |
|
|
| [ELI5 dataset](https://huggingface.co/datasets/eli5) adapted on [Medical Questions (AskDocs)](https://www.reddit.com/r/AskDocs/) subreddit. |
| We additionally translated to Portuguese and used <a href="https://github.com/LasseRegin/medical-question-answer-data"> external data from here<a>. |
|
|
| ### Supported Tasks and Leaderboards |
|
|
| [More Information Needed] |
|
|
| ### Languages |
|
|
| The language data in AskD is English (BCP-47 en) and Brazilian Portuguese (BCP-47 pt-BR) |
|
|
| ## Dataset Structure |
|
|
| ### Data Instances |
|
|
| [More Information Needed] |
|
|
| ### Data Fields |
|
|
| [More Information Needed] |
|
|
| ### Data Splits |
|
|
| | | Train | Valid | Test | External | |
| | ----- | ------ | ----- | ---- | -------- | |
| | en | 24256 | 5198 | 5198 | 166804 | |
| | pt | 24256 | 5198 | 5198 | 166804 | |
| |
|
|
| ## Dataset Creation |
|
|
| ### Curation Rationale |
|
|
| [More Information Needed] |
|
|
| ### Source Data |
|
|
| The dataset questions and answers span a period from January 2013 to December 2019. |
|
|
| #### 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 |
|
|
| ```bibtex |
| @misc{Gomes20202, |
| author = {GOMES, J. R. S.}, |
| title = {PLUE: Portuguese Language Understanding Evaluation}, |
| year = {2020}, |
| publisher = {GitHub}, |
| journal = {GitHub repository}, |
| howpublished = {\url{https://github.com/ju-resplande/askD}}, |
| commit = {42060c4402c460e174cbb75a868b429c554ba2b7} |
| } |
| ``` |
|
|
| ### Contributions |
|
|
| Thanks to [@ju-resplande](https://github.com/ju-resplande) for adding this dataset. |
