Natural Questions: a Benchmark for Question Answering Research

Tom Kwiatkowski,Jennimaria Palomaki,Olivia Redfield,Michael Collins,Ankur P. Parikh,Chris Alberti,Danielle Epstein,Illia Polosukhin,Matthew Kelcey,Jacob Devlin,Kenton Lee,Kristina Toutanova,Llion Jones,Ming-Wei Chang,Andrew M. Dai,Jakob Uszkoreit,Quoc V. Le,Slav Petrov

Natural Questions: a Benchmark for Question Answering Research

2019

Tom Kwiatkowski
Jennimaria Palomaki
Olivia Redfield
Michael Collins
Ankur P. Parikh
Chris Alberti
Danielle Epstein
Illia Polosukhin
Matthew Kelcey
Jacob Devlin
Kenton Lee
Kristina Toutanova
Llion Jones
Ming-Wei Chang
Andrew M. Dai
Jakob Uszkoreit
Quoc V. Le
Slav Petrov

We present the Natural Questions corpus, a question answering data set. Questions consist of real anonymized, aggregated queries issued to the Google search engine. An annotator is presented with a...

Keywords:

Epistemology
Question answering
Computer science
Search engine
Artificial intelligence
Natural language processing

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