NQ (New Questions) dataset

URI: https://gptkb.org/entity/NQ_(New_Questions)_dataset

GPTKB entity

Statements (54)

Predicate	Object
gptkbp:instanceOf	gptkb:dataset
gptkbp:annotationType	human-annotated
gptkbp:author	gptkb:Jacob_Devlin gptkb:Kenton_Lee gptkb:Ming-Wei_Chang 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:Jacob_Uszkoreit gptkb:Jennimaria_Palomaki gptkb:Matthew_Kelcey gptkb:Olutobi_Oluseyi
gptkbp:bench	question answering systems
gptkbp:citation	2019 1000+
gptkbp:contains	Wikipedia articles long answers short answers real user questions
gptkbp:createdBy	gptkb:Google
gptkbp:database	gptkb:SQuAD gptkb:HotpotQA gptkb:MS_MARCO gptkb:TriviaQA
gptkbp:dataSource	Google Search queries
gptkbp:domain	question answering
gptkbp:format	gptkb:JSONL
gptkbp:fullName	gptkb:Natural_Questions_dataset
gptkbp:hasSubgroup	gptkb:Natural_Questions_Long_Answer gptkb:Natural_Questions_Open gptkb:Natural_Questions_Short_Answer
https://www.w3.org/2000/01/rdf-schema#label	NQ (New Questions) dataset
gptkbp:language	English
gptkbp:license	CC BY 4.0
gptkbp:notablePublication	gptkb:Natural_Questions:_A_Benchmark_for_Question_Answering_Research
gptkbp:numberOfAnnotatedQuestions	307,373
gptkbp:numberOfRooms	307,373
gptkbp:officialWebsite	https://ai.google.com/research/NaturalQuestions
gptkbp:pdf	https://arxiv.org/abs/1906.00300
gptkbp:releaseYear	2019
gptkbp:usedFor	machine reading comprehension open-domain question answering
gptkbp:usedIn	gptkb:Natural_Questions_Long_Answer gptkb:Natural_Questions_Open gptkb:Natural_Questions_Short_Answer
gptkbp:bfsParent	gptkb:NQ
gptkbp:bfsLayer	6