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Dataset · Question answering

squad

by Pranav R rajpurkar/squad

Stanford Question Answering Dataset (SQuAD) is a reading comprehension dataset, consisting of questions posed by crowdworkers on a set of Wikipedia articles, where the answer to every question is a segment of text, or span, from the corresponding reading…

Rows98,169
Configurations1
Size16.3 MB
Licensecc-by-sa-4.0
AccessPublicly accessible
Monthly Downloads263.8k

Dataset Card

By Pranav R, published under cc-by-sa-4.0, revision 7b6d24c440a3.

Dataset Card for SQuAD

Table of Contents

  • Dataset Card for "squad"
  • Table of Contents
  • Dataset Description
    • Dataset Summary
    • Supported Tasks and Leaderboards
    • Languages
  • Dataset Structure
    • Data Instances
    • plain_text
    • Data Fields
    • plain_text
    • Data Splits
  • 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
    • Contributions

Dataset Description

Dataset Summary

Stanford Question Answering Dataset (SQuAD) is a reading comprehension dataset, consisting of questions posed by crowdworkers on a set of Wikipedia articles, where the answer to every question is a segment of text, or span, from the corresponding reading passage, or the question might be unanswerable.

SQuAD 1.1 contains 100,000+ question-answer pairs on 500+ articles.

Read the full dataset card (469 words)

Structure

plain_text 98,169 rows

SplitRowsSize
train87,59925.0 MB
validation10,5703.2 MB
idstringtitlestringcontextstringquestionstringanswersvalue

Details

Repository
rajpurkar/squad
Publisher
Pranav R
Task category
Question answering
Tags
Not stated by the source
Size category
10K<n<100K
Languages
en
Revision
7b6d24c440a36b6815f21b70d25016731768db1f
Last updated
2024-03-04

Files

4 files, 16.3 MB in total.

Data2 files · 16.3 MB
Documentation1 file · 7.6 KB
Repository1 file · 1.2 KB
Every file
FileTypeSizeSHA-256
plain_text/train-00000-of-00001.parquetData14.5 MBea7f52bac024
plain_text/validation-00000-of-00001.parquetData1.8 MB8c6646d36bd5
README.mdDocumentation7.6 KB
.gitattributesRepository1.2 KB

License and Download

License
cc-by-sa-4.0
Access
No access gate
Download from Pranav R

Released by Pranav R through its official repository on Hugging Face. Read the license.