Datasets:
Tasks:
Text Generation
Modalities:
Text
Sub-tasks:
language-modeling
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
question-generation
License:
metadata
license: mit
pretty_name: SQuAD QG
languages: en
multilinguality: monolingual
size_categories: 10K<n<100K
source_datasets: extended|wikipedia
task_categories: question-generation
task_ids: question-generation
Dataset Card for "qg_squad"
Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
- Repository: https://github.com/asahi417/lm-question-generation
- Paper: More Information Needed
- Point of Contact: Asahi Ushio
- Size of downloaded dataset files: 33.51 MB
- Size of the generated dataset: 85.75 MB
- Total amount of disk used: 119.27 MB
Dataset Summary
SQuAD dataset for question generation (QG) task. The split of train/development/test set follows the "Neural Question Generation" work and is compatible with the leader board.
Supported Tasks and Leaderboards
Languages
English (en)
Dataset Structure
Data Instances
plain_text
- Size of downloaded dataset files: 33.51 MB
- Size of the generated dataset: 85.75 MB
- Total amount of disk used: 119.27 MB An example of 'train' looks as follows.
{
"question": "What is heresy mainly at odds with?",
"passage": "Heresy is any provocative belief or theory that is strongly at variance with established beliefs or customs."
"A heretic is a proponent of such claims or beliefs. Heresy is distinct from both apostasy, which is the explicit"
"renunciation of one's religion, principles or cause, and blasphemy, which is an impious utterance or action concerning God or sacred things.",
"answer": "established beliefs or customs",
"sentence": "Heresy is any provocative belief or theory that is strongly at variance with established beliefs or customs .",
"passage_sentence": "<hl> Heresy is any provocative belief or theory that is strongly at variance with established beliefs or customs . <hl> A heretic is a proponent of such claims or beliefs. Heresy is distinct from both apostasy, which is the explicit renunciation of one's religion, principles or cause, and blasphemy, which is an impious utterance or action concerning God or sacred things.",
"passage_answer": "Heresy is any provocative belief or theory that is strongly at variance with <hl> established beliefs or customs <hl>. A heretic is a proponent of such claims or beliefs. Heresy is distinct from both apostasy, which is the explicit renunciation of one's religion, principles or cause, and blasphemy, which is an impious utterance or action concerning God or sacred things.",
"sentence_answer": "Heresy is any provocative belief or theory that is strongly at variance with <hl> established beliefs or customs <hl> ."
}
Data Fields
The data fields are the same among all splits.
plain_text
question: astringfeature.passage: astringfeature.answer: astringfeature.sentence: astringfeature.passage_sentence: astringfeature.passage_answer: astringfeature.sentence_answer: astringfeature.
Data Splits
| name | train | validation | test |
|---|---|---|---|
| plain_text | 75722 | 10570 | 11877 |
Dataset Creation
Curation Rationale
Source Data
Initial Data Collection and Normalization
Who are the source language producers?
Annotations
Annotation process
Who are the annotators?
Personal and Sensitive Information
Considerations for Using the Data
Social Impact of Dataset
Discussion of Biases
Other Known Limitations
Additional Information
Dataset Curators
Licensing Information
Citation Information
TBA