README.md

AskDocs: A medical QA dataset

ELI5 dataset adapted on Medical Questions (AskDocs) subreddit.

Getting Started

Languages	Splits
en	train_en, validation_en, test_en, external_en
pt	train_pt, validation_pt, test_pt, external_pt

We additionally translated to Portuguese and used external data from here. External data are from binary classification dataset "a QNLI medical-like", we adapted to value 5 or 0.

Usage

Datasets :hugs

from datasets import load_dataset

data = load_dataset("ju-resplande/askD", "train_pt")
# ['train_en', 'validation_en', 'test_en', 'external_en', 'train_pt', 'validation_pt', 'test_pt', 'external_pt']

Citing

@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}
}

Acknowledgments

@viniciusplo and @ruanchaves for giving the idea. :smiley: