Natural Questions dataset

URI: https://gptkb.org/entity/Natural_Questions_dataset

GPTKB entity

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
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 gptkb:Kwiatkowski_et_al.,_2019
gptkbp:bfsLayer	8
https://www.w3.org/2000/01/rdf-schema#label	Natural Questions dataset