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Natural Questions dataset
URI:
https://gptkb.org/entity/Natural_Questions_dataset
GPTKB entity
Statements (50)
Predicate
Object
gptkbp:instanceOf
gptkb:dataset
gptkbp:annotationType
short answer
yes/no answer
long answer
gptkbp:author
gptkb:Jacob_Devlin
gptkb:Kenton_Lee
gptkb:Ming-Wei_Chang
gptkb:Illia_Polosukhin
gptkb:Michael_Collins
gptkb:Tom_Kwiatkowski
gptkb:Kristina_Toutanova
gptkb:Llion_Jones
gptkb:Slav_Petrov
gptkb:Quoc_Le
gptkb:Andrew_Dai
gptkb:Ankur_Parikh
gptkb:Chris_Alberti
gptkb:Danielle_Epstein
gptkb:Jennimaria_Palomaki
gptkb:Matthew_Kelcey
gptkb:Olutobi_Oluseyi
gptkbp:availableOn
https://ai.google.com/research/NaturalQuestions/download
gptkbp:bench
retrieval-augmented generation
extractive QA
abstractive QA
gptkbp:citation
gptkb:Kwiatkowski_et_al.,_2019
2019
gptkbp:contains
Wikipedia articles
real user queries
gptkbp:createdBy
gptkb:Google
gptkbp:domain
question answering
gptkbp:format
gptkb:JSONL
https://www.w3.org/2000/01/rdf-schema#label
Natural Questions dataset
gptkbp:language
English
gptkbp:license
CC BY 4.0
gptkbp:notablePublication
gptkb:Natural_Questions:_A_Benchmark_for_Question_Answering_Research
gptkbp:officialWebsite
https://ai.google.com/research/NaturalQuestions
gptkbp:relatedTo
gptkb:SQuAD
gptkb:HotpotQA
gptkb:MS_MARCO
gptkb:TriviaQA
QuAC
gptkbp:releaseYear
2019
gptkbp:size
307,373 training examples
7,830 dev examples
7,842 test examples
gptkbp:usedFor
machine reading comprehension
open-domain question answering
gptkbp:bfsParent
gptkb:NQ_(New_Questions)_dataset
gptkbp:bfsLayer
7