Dataset Card for Natural Questions Table of Contents 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 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. The inclusion of real user questions, and the requirement that solutions should read an entire page to find the answer, cause NQ to be a more reali…
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