language: | |
- en | |
license: apache-2.0 | |
task_categories: | |
- text-classification | |
- multiple-choice | |
tags: | |
- medical | |
dataset_info: | |
- config_name: medwiki | |
features: | |
- name: text | |
dtype: string | |
- name: option_0 | |
dtype: string | |
- name: option_1 | |
dtype: string | |
- name: option_2 | |
dtype: string | |
- name: option_3 | |
dtype: string | |
- name: option_4 | |
dtype: string | |
- name: option_5 | |
dtype: string | |
- name: option_6 | |
dtype: string | |
- name: option_7 | |
dtype: string | |
- name: label | |
dtype: | |
class_label: | |
names: | |
'0': '0' | |
'1': '1' | |
'2': '2' | |
'3': '3' | |
'4': '4' | |
'5': '5' | |
'6': '6' | |
'7': '7' | |
- name: idx | |
dtype: int32 | |
splits: | |
- name: train | |
num_bytes: 109074930 | |
num_examples: 67608 | |
- name: validation | |
num_bytes: 6130956 | |
num_examples: 3756 | |
- name: test | |
num_bytes: 6076558 | |
num_examples: 3757 | |
download_size: 73225366 | |
dataset_size: 121282444 | |
- config_name: wikem | |
features: | |
- name: text | |
dtype: string | |
- name: option_0 | |
dtype: string | |
- name: option_1 | |
dtype: string | |
- name: option_2 | |
dtype: string | |
- name: option_3 | |
dtype: string | |
- name: option_4 | |
dtype: string | |
- name: option_5 | |
dtype: string | |
- name: option_6 | |
dtype: string | |
- name: option_7 | |
dtype: string | |
- name: label | |
dtype: | |
class_label: | |
names: | |
'0': '0' | |
'1': '1' | |
'2': '2' | |
'3': '3' | |
'4': '4' | |
'5': '5' | |
'6': '6' | |
'7': '7' | |
- name: idx | |
dtype: int32 | |
splits: | |
- name: train | |
num_bytes: 9546660 | |
num_examples: 13390 | |
- name: validation | |
num_bytes: 506512 | |
num_examples: 744 | |
- name: test | |
num_bytes: 549352 | |
num_examples: 744 | |
download_size: 5549029 | |
dataset_size: 10602524 | |
configs: | |
- config_name: medwiki | |
data_files: | |
- split: train | |
path: medwiki/train-* | |
- split: validation | |
path: medwiki/validation-* | |
- split: test | |
path: medwiki/test-* | |
- config_name: wikem | |
data_files: | |
- split: train | |
path: wikem/train-* | |
- split: validation | |
path: wikem/validation-* | |
- split: test | |
path: wikem/test-* | |
```bib | |
@inproceedings{sileo-etal-2024-generating-multiple, | |
title = "Generating Multiple-choice Questions for Medical Question Answering with Distractors and Cue-masking", | |
author = "Sileo, Damien and | |
Uma, Kanimozhi and | |
Moens, Marie-Francine", | |
booktitle = "Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)", | |
month = may, | |
year = "2024", | |
address = "Torino, Italia", | |
publisher = "ELRA and ICCL", | |
url = "https://aclanthology.org/2024.lrec-main.675", | |
pages = "7647--7653", | |
} | |
``` | |
https://arxiv.org/abs/2303.07069 |