Dataset · Question answering

natural_questions

Name: natural_questions
Creator: Google Research Datasets
License: https://creativecommons.org/licenses/by-sa/3.0/

by Google Research Datasets google-research-datasets/natural_questions

The NQ corpus contains questions from real users, and it requires QA systems to read and comprehend an entire Wikipedia article that may or may not contain the answer to the question.

Rows26,299

Configurations2

Size58.2 GB

Licensecc-by-sa-3.0

AccessPublicly accessible

Monthly Downloads84.7k

Dataset Card

By Google Research Datasets, published under cc-by-sa-3.0, revision e8103d566bef.

Dataset Card for Natural Questions

Dataset Description
Dataset Summary
Supported Tasks and Leaderboards
Languages
Dataset Structure
Data Instances
Data Fields
Data Splits
Dataset Creation
Curation Rationale
Source Data
Annotations
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

Homepage: https://ai.google.com/research/NaturalQuestions/dataset
Repository: https://github.com/google-research-datasets/natural-questions
Paper: https://research.google/pubs/pub47761/
Point of Contact: More Information Needed
Size of downloaded dataset files: 45.07 GB
Size of the generated dataset: 99.80 GB
Total amount of disk used: 144.87 GB

Dataset Summary

Read the full dataset card (886 words)

Structure

default 18,469 rows

Split	Rows	Size
train	10,639	5.0 GB
validation	7,830	3.5 GB

idstringdocumentvaluequestionvaluelong_answer_candidatesSequenceannotationsSequence

dev 7,830 rows

Split	Rows	Size
validation	7,830	3.5 GB

idstringdocumentvaluequestionvaluelong_answer_candidatesSequenceannotationsSequence

Details

Repository: google-research-datasets/natural_questions
Publisher: Google Research Datasets
Task category: Question answering
Tags: Not stated by the source
Size category: 100K<n<1M
Languages: en
Revision: e8103d566bef4154c2c12b17c6095ec5275840cc
Last updated: 2024-03-11

Files

303 files, 58.2 GB in total.

Data301 files · 58.2 GB

Documentation1 file · 13.7 KB

Repository1 file · 1.2 KB

Every file

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default/train-00237-of-00287.parquet	Data	196.2 MB	856e4963ee4d
default/train-00238-of-00287.parquet	Data	186.1 MB	508d73f5841a
default/train-00239-of-00287.parquet	Data	187.0 MB	1ffe62fcd3c9
default/train-00240-of-00287.parquet	Data	192.3 MB	7010ca0e7559
default/train-00241-of-00287.parquet	Data	193.6 MB	332b65523f6c
default/train-00242-of-00287.parquet	Data	186.0 MB	a279a3c6a082
default/train-00243-of-00287.parquet	Data	185.7 MB	260cf04f222f
default/train-00244-of-00287.parquet	Data	191.9 MB	96f6d743c8db
default/train-00245-of-00287.parquet	Data	188.0 MB	f66caa0b5fed
default/train-00246-of-00287.parquet	Data	199.2 MB	9d962e792242
default/train-00247-of-00287.parquet	Data	188.5 MB	d61851cc7fc4
default/train-00248-of-00287.parquet	Data	189.7 MB	4cacbed820d2
default/train-00249-of-00287.parquet	Data	202.0 MB	4ca7c97c73f1
default/train-00250-of-00287.parquet	Data	202.8 MB	f1f4565c1b8e
default/train-00251-of-00287.parquet	Data	188.1 MB	5a1f0ab27ef4
default/train-00252-of-00287.parquet	Data	197.5 MB	33c9989f7fbb
default/train-00253-of-00287.parquet	Data	196.2 MB	06613d77346b
default/train-00254-of-00287.parquet	Data	197.4 MB	14a76a789928
default/train-00255-of-00287.parquet	Data	191.0 MB	b7fdd64effec
default/train-00256-of-00287.parquet	Data	196.7 MB	c8441ca32cf8
default/train-00257-of-00287.parquet	Data	197.7 MB	b14954d90eeb
default/train-00258-of-00287.parquet	Data	195.2 MB	7ad5be23c78f
default/train-00259-of-00287.parquet	Data	190.4 MB	754dcf2f3086
default/train-00260-of-00287.parquet	Data	200.1 MB	433ea8cc5eb5
default/train-00261-of-00287.parquet	Data	186.4 MB	aaccaad7369a
default/train-00262-of-00287.parquet	Data	194.5 MB	bdcc067c31a3
default/train-00263-of-00287.parquet	Data	189.6 MB	74a1e440d1c0
default/train-00264-of-00287.parquet	Data	202.5 MB	19688e557cc9
default/train-00265-of-00287.parquet	Data	189.3 MB	04f48e0b4357
default/train-00266-of-00287.parquet	Data	198.0 MB	a7075e732be8
default/train-00267-of-00287.parquet	Data	193.9 MB	85c1731592a1
default/train-00268-of-00287.parquet	Data	191.5 MB	591c766c7b09
default/train-00269-of-00287.parquet	Data	198.5 MB	dc472ed0acb7
default/train-00270-of-00287.parquet	Data	199.5 MB	ac8e31c3109a
default/train-00271-of-00287.parquet	Data	194.0 MB	04c210a26a48
default/train-00272-of-00287.parquet	Data	187.2 MB	205ffae19a4b
default/train-00273-of-00287.parquet	Data	195.3 MB	5a6b1573ec3e
default/train-00274-of-00287.parquet	Data	196.7 MB	41967b2196bb
default/train-00275-of-00287.parquet	Data	198.6 MB	d45d8bf7f704
default/train-00276-of-00287.parquet	Data	194.9 MB	ab75c9485e2d
default/train-00277-of-00287.parquet	Data	189.6 MB	ac22f548c00b
default/train-00278-of-00287.parquet	Data	201.0 MB	2e3b9991d15c
default/train-00279-of-00287.parquet	Data	195.2 MB	bc8c1b970be9
default/train-00280-of-00287.parquet	Data	191.0 MB	6446cc910d0f
default/train-00281-of-00287.parquet	Data	182.4 MB	fcad2ea5144f
default/train-00282-of-00287.parquet	Data	189.2 MB	9634ef2ffd7a
default/train-00283-of-00287.parquet	Data	194.4 MB	b33444bd373b
default/train-00284-of-00287.parquet	Data	194.0 MB	f2a0d7fe8e56
default/train-00285-of-00287.parquet	Data	194.0 MB	d3566bdb9985
default/train-00286-of-00287.parquet	Data	192.8 MB	2ad25055aadc
default/validation-00000-of-00007.parquet	Data	193.2 MB	6566a5b9ac5d
default/validation-00001-of-00007.parquet	Data	185.4 MB	b919537b9fb8
default/validation-00002-of-00007.parquet	Data	188.5 MB	5563dcb73c20
default/validation-00003-of-00007.parquet	Data	190.2 MB	6eef9059390b
default/validation-00004-of-00007.parquet	Data	195.7 MB	e103d41d9821
default/validation-00005-of-00007.parquet	Data	190.3 MB	bcfb9bb030f0
default/validation-00006-of-00007.parquet	Data	195.2 MB	4c82530fa32d
dev/validation-00000-of-00007.parquet	Data	185.6 MB	348fb27f787e
dev/validation-00001-of-00007.parquet	Data	197.1 MB	5be65bc20b85
dev/validation-00002-of-00007.parquet	Data	190.9 MB	d639409b817c
dev/validation-00003-of-00007.parquet	Data	191.1 MB	4d1df3bea63e
dev/validation-00004-of-00007.parquet	Data	192.5 MB	40781760176f
dev/validation-00005-of-00007.parquet	Data	190.2 MB	3988c0d16f6b
dev/validation-00006-of-00007.parquet	Data	189.7 MB	b3153de2b44d
README.md	Documentation	13.7 KB	—
.gitattributes	Repository	1.2 KB	—

License and Download

License: cc-by-sa-3.0
Access: No access gate

Download from Google Research Datasets

Released by Google Research Datasets through its official repository on Hugging Face.

Models Trained on This Dataset

Trained on (disclosed)Vela-2.0-4B
Trained on (disclosed)Vela-2.0-9B
Trained on (disclosed)Vela-2.0-0.8B