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--- |
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annotations_creators: |
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- no-annotation |
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language_creators: |
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- found |
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- machine-generated |
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language: |
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- en |
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- pt |
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license: |
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- lgpl-3.0 |
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multilinguality: |
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- multilingual |
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- translation |
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size_categories: |
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- 100K<n<1M |
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source_datasets: |
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- extended|eli5 |
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task_categories: |
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- text2text-generation |
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task_ids: |
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- abstractive-qa |
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- closed-domain-qa |
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pretty_name: AskDocs |
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--- |
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# Dataset Card for askD |
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## Table of Contents |
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- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Repository:** https://github.com/ju-resplande/askD |
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- **Paper:** |
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- **Leaderboard:** |
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- **Point of Contact:** |
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### Dataset Summary |
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[ELI5 dataset](https://huggingface.co/datasets/eli5) adapted on [Medical Questions (AskDocs)](https://www.reddit.com/r/AskDocs/) subreddit. |
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We additionally translated to Portuguese and used <a href="https://github.com/LasseRegin/medical-question-answer-data"> external data from here<a>. |
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### Supported Tasks and Leaderboards |
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[More Information Needed] |
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### Languages |
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The language data in AskD is English (BCP-47 en) and Brazilian Portuguese (BCP-47 pt-BR) |
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## Dataset Structure |
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### Data Instances |
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[More Information Needed] |
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### Data Fields |
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[More Information Needed] |
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### Data Splits |
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| | Train | Valid | Test | External | |
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| ----- | ------ | ----- | ---- | -------- | |
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| en | 24256 | 5198 | 5198 | 166804 | |
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| pt | 24256 | 5198 | 5198 | 166804 | |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed] |
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### Source Data |
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The dataset questions and answers span a period from January 2013 to December 2019. |
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#### Initial Data Collection and Normalization |
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[More Information Needed] |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
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[More Information Needed] |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed] |
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### Discussion of Biases |
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[More Information Needed] |
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### Other Known Limitations |
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[More Information Needed] |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed] |
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### Licensing Information |
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[More Information Needed] |
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### Citation Information |
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```bibtex |
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@misc{Gomes20202, |
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author = {GOMES, J. R. S.}, |
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title = {AskDocs: A medical QA dataset}, |
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year = {2020}, |
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publisher = {GitHub}, |
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journal = {GitHub repository}, |
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howpublished = {\url{https://github.com/ju-resplande/askD}}, |
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commit = {42060c4402c460e174cbb75a868b429c554ba2b7} |
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} |
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``` |
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### Contributions |
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Thanks to [@ju-resplande](https://github.com/ju-resplande) for adding this dataset. |
